Publications

Article

Know Your Customers' 'Jobs to Be Done'

By: Clayton M. Christensen, Taddy Hall, Karen Dillon and David S. Duncan

Firms have never known more about their customers, but their innovation processes remain hit-or-miss. Why? According to Christensen and his coauthors, product developers focus too much on building customer profiles and looking for correlations in data. To create... View Details

Keywords: Customer Relationship Management

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Article

Understanding the Advice of Commissions-Motivated Agents: Evidence from the Indian Life Insurance Market

By: Santosh Anagol, Shawn Cole and Shayak Sarkar

We conduct a series of field experiments to evaluate the quality of advice provided by life insurance agents in India. Agents overwhelmingly recommend unsuitable, strictly dominated products, which provide high commissions to the agent. Agents cater to the beliefs of... View Details

Keywords: Advice; Customers; Insurance; Service Operations; Motivation and Incentives; Ethics; India

Article

Act Like a Scientist: Great Leaders Challenge Assumptions, Run Experiments, and Follow the Evidence

By: Stefan Thomke and Gary W. Loveman

Though they’ve been warned for decades about the dangers of overrelying on gut instinct and personal experience, managers keep failing to critically examine—much less challenge—the ideas their decisions are based on. To correct this problem they need to think and act... View Details

Keywords: Innovation and Management; Decision Making; Science; Leadership Style

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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

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August 2016 (Revised January 2020)
Case

Breakfast at the Paramount

By: Ryan W. Buell

The Paramount is a 44-seat diner on Charles Street in the Beacon Hill neighborhood of Boston. A frequent "Best of Boston" award winner, the restaurant is a perennial favorite among locals and tourists, particularly for brunch on the weekends, when lines often stretch... View Details

Keywords: Food; Management Practices and Processes; Service Delivery; Service Industry; Food and Beverage Industry; Boston

October 2020 (Revised March 2024)
Case

Experimentation at Yelp

By: Iavor Bojinov and Karim R. Lakhani

Over the last decade, experimentation has become integral to the research and development processes of technology companies—including Yelp—for understanding customer preferences and mitigating innovation risks. The case describes Yelp's journey with experimentation,... View Details

Keywords: Customer Relationship Management; Collaborative Innovation and Invention; Risk Management; Advertising; Research and Development; Technology Industry

May – June 2006
Article

Choose the Right Measures, Drive the Right Strategy

By: Dennis Campbell

Metrics overload is a common problem that can have serious consequences: Specifically, it can make it difficult for employees to see what actions they should take to execute strategic objectives. Having too many metrics dilutes the focus and invariably means many are... View Details

Keywords: Measurement and Metrics; Strategy; Employees; Customer Satisfaction

November 2017
Teaching Note

Reinventing Best Buy

By: John R. Wells and Gabriel Ellsworth

Teaching Note for HBS No. 716-455. On March 1, 2017, Best Buy Company, Inc., North America’s largest retailer of consumer electronics and appliances, announced a third year of comparable-store sales increases and a 20.8% increase in domestic comparable online sales.... View Details

Keywords: Best Buy; Hubert Joly; Renew Blue; Showrooming; Webrooming; E-commerce; E-Commerce Strategy; Online Retail; Multichannel Retailing; Omnichannel; Marketplaces; Turnaround; Consumer Electronics; Consumer Electronics Accessories; Appliances; Stores-within-stores; Store Experience; Store Size; Store Pickup; Store Management; Delivery; Delivery Models; Amazon; Amazon.com; Pricing Strategy; Business Subsidiaries; Business Units; Business Growth and Maturation; Business Model; For-Profit Firms; Customer Focus and Relationships; Customer Satisfaction; Entertainment; Film Entertainment; Games, Gaming, and Gambling; Music Entertainment; Television Entertainment; Theater Entertainment; Price; Profit; Revenue; Geographic Scope; Multinational Firms and Management; Business History; Cost; Selection and Staffing; Reports; Technological Innovation; Job Cuts and Outsourcing; Human Capital; Leading Change; Business or Company Management; Goals and Objectives; Growth and Development; Growth and Development Strategy; Management Teams; Brands and Branding; Product Marketing; Consumer Behavior; Demand and Consumers; Media; Distribution; Order Taking and Fulfillment; Distribution Channels; Infrastructure; Product; Service Delivery; Service Operations; Organizational Change and Adaptation; Public Ownership; Problems and Challenges; Programs; Groups and Teams; Sales; Salesforce Management; Strategy; Adaptation; Business Strategy; Competition; Competitive Advantage; Competitive Strategy; Corporate Strategy; Expansion; Technology; Hardware; Information Technology; Internet; Mobile Technology; Online Technology; Search Technology; Software; Web; Web Sites; Wireless Technology; Resource Allocation; Computer Industry; Electronics Industry; Entertainment and Recreation Industry; Information Technology Industry; Retail Industry; Service Industry; Technology Industry; Telecommunications Industry; Video Game Industry; United States; Minnesota; Minneapolis; Saint Paul; St. Paul

September 2012 (Revised March 2014)
Case

Videogames: Clouds on the Horizon?

By: Andrei Hagiu and Kerry Herman

Since the creation of the first videogame systems in the 1970s, the videogame industry has undergone numerous transformations as new technologies and market entrants fundamentally changed the gaming experience of customers. In the early 21st century, customers began... View Details

Keywords: Technological Innovation; Strategy; Industry Growth; Video Game Industry

June 2014
Case

Starbucks Coffee Company: Transformation and Renewal

By: Nancy F. Koehn, Kelly McNamara, Nora N. Khan and Elizabeth Legris

Starbucks Coffee Company: Transformation and Renewal analyzes the turnaround and reconstruction of Starbucks Coffee Company from 2008 to 2014 as led by CEO and co-founder Howard Schultz. The case offers executives and students an opportunity to examine in depth how... View Details

October 2024
Article

Canary Categories

By: Eric Anderson, Chaoqun Chen, Ayelet Israeli and Duncan Simester

Past customer spending in a category is generally a positive signal of future customer spending. We show that there exist “canary categories” for which the reverse is true. Purchases in these categories are a signal that customers are less likely to return to that... View Details

Keywords: Churn; Churn Management; Churn/retention; Assortment Planning; Retail; Retailing; Retailing Industry; Preference Heterogeneity; Assortment Optimization; Customers; Retention; Consumer Behavior; Forecasting and Prediction; Retail Industry

May 2019 (Revised July 2019)
Case

Walmart's Workforce of the Future

By: William R. Kerr and Jordan Bach-Lombardo

Faced with intense competition from Amazon, Walmart began a transformation of its operations and workforce in 2015. The goal was to create an omnichannel retail experience for customers that seamlessly joined online and offline shopping. This case explores Walmart's... View Details

Keywords: Walmart; Managing The Future Of Work; Workforce; Automation; Ecommerce; Omnichannel Retail; Operations; Transformation; Employees; Training; Information Technology; Infrastructure; Disruption; Competitive Strategy; E-commerce; Information Infrastructure; Retail Industry

January 2018 (Revised May 2018)
Case

Transformation at ING (A): Agile

By: William R. Kerr, Federica Gabrieli and Emer Moloney

In December 2017, Vincent van den Boogert, CEO of ING in the Netherlands, was reflecting upon the company’s “agile” transformation, a reorganization of work that had been critical to respond to and exceed rapidly changing customer expectations. Launched in 2015 at the... View Details

Keywords: Organizational Change; Organizational Management; Workforce; Agile; Change Management; Leadership; Transformation; Organizational Change and Adaptation; Organizational Structure; Leading Change; Cross-Cultural and Cross-Border Issues; Banking Industry

11 Jul 2019
Sharpening Your Skills

Deconstructing 'Customer Experience'

evolved to the concept of the “customer experience,” essentially the ability to capture customer loyalty and promote evangelism by offering top-notch service and a delightful experience at every interaction,... View Details

Keywords: by Sean Silverthorne; Retail; Service

2008
Book

Ownership Quotient: Putting the Service Profit Chain to Work for Unbeatable Competitive Advantage

By: James L. Heskett, W. Earl Sasser Jr. and Joe Wheeler

Hundreds of large organizations worldwide have used the groundbreaking Service Profit Chain to improve business performance. Now The Ownership Quotient reveals the next generation of the chain: customer and employee "owners" of your business. Employee-owners exhibit... View Details

Keywords: Customer Satisfaction; Organizational Change and Adaptation; Customer Ownership; Employee Ownership; Competitive Advantage; Value Creation

January 2019 (Revised October 2019)
Case

Glossier: Co-Creating a Cult Brand with a Digital Community

By: Jill Avery

Glossier’s proclaimed strategy was “born from content; fueled by community.” The digital-first, direct-to-consumer beauty brand had experienced rapid growth, with sales up 600% in 2017 and a customer portfolio that grew by threefold. But, its founder, Emily Weiss, was... View Details

June 2017
Article

Creating Reciprocal Value Through Operational Transparency

By: Ryan W. Buell, Tami Kim and Chia-Jung Tsay

We investigate whether organizations can create value by introducing visual transparency between consumers and producers. Although operational transparency has been shown to improve consumer perceptions of service value, existing theory posits that increased contact... View Details

Keywords: Operational Transparency; Service Management; Production Management; Organizational Performance; Behavioral Operations; Service Operations; Service Delivery; Consumer Behavior; Labor; Organizational Design; Operations; Service Industry; United States; Kenya

May 2012
Background Note

Innovation Magic

By: Stefan Thomke and Jason Randal

Why do certain product and service experiences seem like magic, making them all but destined for success, while other items languish on store shelves? For a better understanding of that, perhaps there's no better place to turn to than the world of magic. Consider that... View Details

Keywords: Innovation; Product Differentiation; Experimentation; Personal Strategy ＆ Style; Innovation and Invention; Creativity; Service Operations; Product; Customer Satisfaction

February 2022
Case

Cleveland Clinic Abu Dhabi (Abridged)

By: Linda A. Hill and Emily Tedards

In 2006, the Cleveland Clinic and Mubadala Investment Company partnered with a bold ambition to deliver world class healthcare in the United Arab Emirates. In 2015, after nearly a decade of planning and construction, Cleveland Clinic Abu Dhabi opened its doors. By... View Details

Keywords: Organization Behavior; Culture; Alignment; Organizational Effectiveness; Purpose; Impact; Leadership Development; Diversity; Collaboration; Co-creation; Learning Organizations; Empowerment; Teams; Team Dynamics; Teamwork; Team Effectiveness; Trust; Talent; Talent Development And Retention; Psychological Safety; Organizational Evolution; Coaching; Board; Analytics; Innovation; Data; Data Visualization; Digital Technology; Digital; Customer Experience; Experimentation; Change Management; Data-driven Decision-making; Debates; Ecosystem; Partnership; Telemedicine; Sustainability; Global Organizations; Local; Hospital; Healthcare; United Arab Emirates; Health Care and Treatment; Partners and Partnerships; Globalization; Quality; Organizational Culture; Mission and Purpose; Innovation and Management; Information Technology; Joint Ventures; Leadership; Performance Effectiveness; Abu Dhabi; United Arab Emirates