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Show Results For
- All HBS Web
(1,873)
- People (2)
- News (554)
- Research (1,030)
- Events (4)
- Multimedia (13)
- Faculty Publications (325)
- 24 Aug 2018
- Video
Customer Interaction Days
- 2024
- Working Paper
Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization
This paper introduces Incrementality Representation Learning (IRL), a novel multitask representation learning framework that predicts heterogeneous causal effects of marketing interventions. By leveraging past experiments, IRL efficiently designs and targets... View Details
Keywords: Heterogeneous Treatment Effect; Multi-task Learning; Representation Learning; Personalization; Promotion; Deep Learning; Field Experiments; Customer Focus and Relationships; Customization and Personalization
Huang, Ta-Wei, Eva Ascarza, and Ayelet Israeli. "Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization." Harvard Business School Working Paper, No. 24-076, June 2024.
- Web
Custom Programs
A learning experience built around your business goals. HBS helps you design customized learning experiences that transform individual leaders, teams, and organizations. Our... View Details
- Article
The Perils of Proactive Churn Prevention Using Plan Recommendations: Evidence from a Field Experiment
By: Eva Ascarza, Raghuram Iyengar and Martin Schleicher
Facing the issue of increasing customer churn, many service firms have begun recommending pricing plans to their customers. One reason behind this type of retention campaign is that customers who subscribe to a plan suitable for them should be less likely to churn... View Details
Keywords: Churn/retention; Field Experiment; Pricing; Tariff/plan Choice; Targeting; Customer Relationship Management; Price; Performance Effectiveness
Ascarza, Eva, Raghuram Iyengar, and Martin Schleicher. "The Perils of Proactive Churn Prevention Using Plan Recommendations: Evidence from a Field Experiment." Journal of Marketing Research (JMR) 53, no. 1 (February 2016): 46–60.
- Research Summary
How to Manage Customers for Increased Profits and Customer Satisfaction
By: Frances X. Frei
For many service firms, the customer plays an important role in contributing to the cost and/or quality of the service. This is very different than many manufacturing contexts, for example, where the firm has virtually complete control over product cost and quality. ... View Details
- 2017
- Working Paper
Are You a Guest Here? Field Experiments on Racial Discrimination in Customer Service
By: Alexandra C. Feldberg and Tami Kim
- March 2020
- Teaching Note
onefinestay: Building a Luxury Experience in the Sharing Economy
By: Jill Avery and Anat Keinan
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
Keywords: Two-sided Marketplace; Two-sided Market; Hospitality Industry; Hotels; Luxury Brand; Sharing Economy; Startup; Scaling; Growth; Customer Segmentation; Brand Positioning; Marketing; Marketing Strategy; Brands and Branding; Luxury; Entrepreneurship; Business Startups; Business Model; Venture Capital; Customers; Segmentation; Growth and Development Strategy; Travel Industry; Tourism Industry; Accommodations Industry; United Kingdom; London; Europe
- Research Summary
Overview
By: Eva Ascarza
Professor Ascarza’s research primarily focuses on providing researchers and marketers a better understanding of how to manage customer retention so as to reduce churn and increase firm’s profitability. She addresses these issues by building empirical models of customer... View Details
- 2016
- Working Paper
The Effect of Financial Performance Measurement on Customer Satisfaction: A Field Experiment in China
By: Daniel A. Brown
- January–February 2020
- Article
Are You Undervaluing Your Customers?: It’s Time to Start Measuring and Managing Their Worth
By: Rob Markey
Leaders recognize that they should manage their businesses to maximize the value of the customer base. But too often, earnings pressures result in cost-cutting measures that hurt customers.
Loyalty-leading companies operate differently. They create systems for... View Details
Keywords: Customer Experience; Customer Value; Customer Centric Initiative; Customer Focused Organization; Customer Lifetime Value; Customer Focus and Relationships; Customer Value and Value Chain; Operations; Business Strategy
Markey, Rob. "Are You Undervaluing Your Customers? It’s Time to Start Measuring and Managing Their Worth." Harvard Business Review 98, no. 1 (January–February 2020): 42–50.
- 21 Apr 2008
- Research & Ideas
The New Math of Customer Relationships
to have packaged and measured the relationships in a way that made sense to a lot of people. Q: Many companies approach creating a good customer experience as a discrete action: a View Details
Keywords: by Sean Silverthorne
Customer Supercharging in Experience-Centric Channels
We conjecture that for online retailers, experience-centric offline store formats do not simply expand market coverage, but rather, serve to significantly amplify future positive customer behaviors, both online and offline. We term this phenomenon “supercharging”... View Details
- Research Summary
Managing the Operating Role of Customers
By: Frances X. Frei
Customers in operating roles introduce considerable variability into the production environment including differences in the demands they impose on the environment and the unpredictability of those demands. When customers are the source of production variability, the... View Details
- October 2022 (Revised November 2023)
- Case
Framebridge (A): Reimagining Custom Framing
By: Rembrand Koning and Alicia Dadlani
In December 2018, Susan Tynan, founder and CEO of Framebridge, a four-year-old venture-backed startup that sold online custom framing, formulated plans for the future. Her vision was to revolutionize the $4 billion industry by making custom framing easy, transparent,... View Details
Keywords: Business Startups; Business Strategy; Entrepreneurship; Operations; Consumer Products Industry; United States; District of Columbia; Kentucky
Koning, Rembrand, and Alicia Dadlani. "Framebridge (A): Reimagining Custom Framing." Harvard Business School Case 723-352, October 2022. (Revised November 2023.)
- 27 Jul 2011
- Research & Ideas
Customer Loyalty Programs That Work
The customer rewards cards that clutter wallets and clog key chains of many a shopper may soon be no more, as retailers move from physical to digital (read: mobile apps) forms of loyalty program member identification. It's a smart... View Details
- 01 Dec 2014
- News
Customizing Couture Online
Customizing Couture Online Jamal Motlagh Taking Tailoring High Tech Taking Tailoring High Tech Katrina Lake Dressing by Number Dressing by Number Karen Moon Making Big Data Fashionable Making Big Data Fashionable Ivy Ross Creating the... View Details
- 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
Keywords: Luxury Goods; Brand Building; Brand Management; Hospitality; Hotels; Digital Marketing; Brand Positioning; Luxury Service; Airbnb; Sharing Economy; Collaborative Consumption; Disruptive Business Model; Travel; Alternatives To Hotel; Branding; Customer Service; Exceeding Consumer Expectations; Client Acquisition; Reputation Management; Word Of Mouth; 2-way Business Model; Marketing; Marketing Strategy; Brands and Branding; Luxury; Disruption; Business Model; Entrepreneurship; E-commerce; Accommodations Industry; Tourism Industry; Travel Industry; United Kingdom
Avery, Jill, Anat Keinan, and Liz Kind. "onefinestay: Building a Luxury Experience in the Sharing Economy." Harvard Business School Case 515-072, January 2015. (Revised October 2016.)
- June 2018 (Revised January 2020)
- Case
Sony
By: Stefan Thomke, Atsushi Osanai and Akiko Kanno
Sony used to be synonymous with "innovation" and "cool products." The case reveals how the company lost its edge and describes the leadership initiatives to restore its former glory. In 2012, Kazuo (Kaz) Hirai becomes CEO and successfully transforms Sony, including a... View Details
- 16 Feb 2010
- Research & Ideas
The Outside-In Approach to Customer Service
centricity cannot be achieved by simply listening to customers about their experiences with Best Buy; the company has to commit to owning the customers' problems and working creatively to solve them. Faced... View Details
- March 31, 2023
- Article
What Is the Optimal Pattern of a Customer Journey?
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
De Freitas, Julian. "What Is the Optimal Pattern of a Customer Journey?" Harvard Business Review (website) (March 31, 2023).