Customization and Personalization - Publications - Faculty & Research - Harvard Business School

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September 2017 (Revised September 2023)
Case

Chase Sapphire: Creating a Millennial Cult Brand

By: Shelle Santana, Jill Avery and Christine Snively

The launch of the Chase Sapphire Reserve credit card was enthusiastically received by millennial consumers, a cohort that had previously eluded JPMorgan Chase and its competitors. With the one-year anniversary of the launch approaching, managers are focused on... View Details

04 Feb 2021
Research & Ideas

Inside CEOs' Pandemic Worries: Uncertainty, Employees, and Kids

Sales forces also struggled with distancing. One CEO described how “[The] sales force conducted customer visits online, which they did not like, and it took them a while to get the hang of it. As soon as... View Details

Keywords: by Gamze D. Yucaoglu, Robin Abrahams, and Boris Groysberg

Article

Soul and Machine (Learning)

By: Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Burnap Alex, Tong Guo, Dokyun (DK) Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu and Hema Yoganarasimhan

Machine learning is bringing us self-driving cars, medical diagnoses, and language translation, but how can machine learning help marketers improve marketing decisions? Machine learning models predict extremely well, are scalable to “big data,” and are a natural fit to... View Details

Keywords: Machine Learning; Marketing Applications; Knowledge; Technological Innovation; Core Relationships; Marketing; Applications and Software

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January 2017 (Revised October 2021)
Case

Delivering the Goods at Shippo

By: Jeffrey J. Bussgang, Jeffrey F. Rayport and Olivia Hull

Laura Behrens Wu, CEO of software start-up Shippo, prepares her pitch for a Series A funding round following a successful seed round. Customer adoption of Shippo’s e-commerce dashboard application, which allows small and medium retailers to compare delivery rates... View Details

October 2016
Case

Elon Musk: Balancing Purpose and Risk

By: Shikhar Ghosh and Sarah Mehta

The case is used to illustrate the place of ‘Purpose’ versus financial risk and returns in a founder’s objectives. It also addresses personal risk profile of different founders, and when paired with the Risk Tolerance Exercise, it enables evaluating one’s own appetite... View Details

Keywords: Electric Vehicle; Solar Power; Vision; Trade-offs; Leadership; Mission and Purpose; Risk and Uncertainty; Entrepreneurship; Failure; United States; North America

11 Feb 2019
Working Paper Summaries

Gender Stereotypes in Deliberation and Team Decisions

Keywords: by Katherine B. Coffman, Clio Bryant Flikkema, and Olga Shurchkov

21 Sep 2020
Working Paper Summaries

The Targeting and Impact of Paycheck Protection Program Loans to Small Businesses

Keywords: by Alexander Bartik, Zoë B. Cullen, Edward L. Glaeser, Michael Luca, Christopher Stanton, and Adi Sunderam

October 2016 (Revised April 2018)
Case

JCPenney: Back in Business

By: Elie Ofek, K. Shelette Stewart and Christine Snively

In 2016, JCPenney was in the midst of a multi-year turnaround after coming dangerously close to bankruptcy. Under CEO Marvin Ellison, the company had identified three strategic objectives—a focus on omnichannel, private label goods, and increasing revenue per... View Details

Keywords: Retail; Customer Management; Omnichannel; Turnarounds; Private Label; Promotions; Marketing Strategy; Brands and Branding; Customer Relationship Management; Goals and Objectives; Competition; Retail Industry; United States

July–August 2013
Article

Looking Up and Looking Out: Career Mobility Effects of Demographic Similarity among Professionals

By: Kathleen L. McGinn and Katherine L. Milkman

We investigate the role of workgroup sex and race composition on the career mobility of professionals in "up-or-out" organizations. We develop a nuanced perspective on the potential career mobility effects of workgroup demography by integrating the social... View Details

Keywords: Professional Service Firms; Race And Ethnicity; Ethnicity; Race; Personal Development and Career; Gender; Legal Services Industry

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06 Feb 2020
News

What We Learned From Reading Jeff Bezos’ Patents

01 Dec 2011
News

At Your Service

Frei and Morriss: No heroics, please—partner with customers to make strategic service choices instead of trying to be the best at everything. In their new book, Uncommon Service: How to Win by Putting View Details

Keywords: Deborah Blagg; customer service; Computer and Electronic Product Manufacturing; Computer and Electronic Product Manufacturing; Computer and Electronic Product Manufacturing; Computer and Electronic Product Manufacturing; Computer and Electronic Product Manufacturing; Computer and Electronic Product Manufacturing; Computer and Electronic Product Manufacturing; Computer and Electronic Product Manufacturing

September 2019
Supplement

pymetrics (B)

By: John R. Wells and Benjamin Weinstock

In March 2013, pymetrics CEO Frida Polli visited Harvard Business School to listen to a section of MBA students from the class of 2013 discuss her business plan and provide feedback on the tests they had taken to identify career opportunities. Polli had developed a... View Details

Keywords: BrainTech; Hiring; Hiring Of Employees; Recruiting; Personality; Personality Traits; Startup; Start-up; Startups; Start-ups; Employment; Strategic Evolution; Psychodynamics; Psychology; Recruitment; Selection and Staffing; Business Startups; Strategy; Personal Characteristics

April 2011 (Revised September 2011)
Case

Willy Jacobsohn and Beiersdorf: Managing Expropriation and Anti-Semitism

By: Geoffrey G. Jones and Christina Lubinski

This case examines the management of home and host country risk by Beiersdorf during the interwar years. It can be used both in business history courses and more generally to teach political risk management by multinational corporations. Beiersdorf, a German personal... View Details

Keywords: Risk Management; War; Business History; Multinational Firms and Management; Global Strategy; Ownership; Government and Politics; Business and Government Relations; Consumer Products Industry; Germany

July 2017
Case

Magpie: Developing and Using Buyer Personas

By: Frank V. Cespedes

The founders of a start-up platform for publishers have developed preliminary personas of target customers and are evaluating the implications for initial target buyers, messaging, and marketing programs. The case is useful for discussing the process of developing... View Details

Keywords: Buying Process; Marketing; Sales; Distribution Channels; Segmentation; Entrepreneurship; Social Media; Consumer Products Industry; Fashion Industry; United States

June 2015 (Revised January 2016)
Case

To Buy or What to Buy: Your First Home

By: Charles F. Wu, Steven Hirsch, Beatrice Liem, Kevin Ryan and Derrick Snyder

Peter and Kate Rose are a young couple looking to buy their first home in the Boston area. They have narrowed down a target list to three homes, but are also considering whether it makes sense to buy a home in the first place. They must make decisions regarding which... View Details

Keywords: Real Estate; Real Assets; Investing; Personal Investing; Brokerage; Housing; Property; Private Ownership; Investment; Real Estate Industry; United States; Boston; New England; Massachusetts; North America

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

2012
Chapter

The Relational Roles of Brands

In contemporary culture, brands play important relational roles, linking consumers to others and serving as relational partners. This chapter provides an understanding of the relational roles of brands to illuminate why and how consumers connect with brands and how... View Details

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

June 2012
Case

Aman Resorts (Abridged)

By: Eugene Soltes and Aldo Sesia

This case describes the operating model and philosophy of this high-end set of global properties. Aman relies on employees taking considerable initiative to deliver the highest quality personalized service in the hospitality industry. The case also highlights Aman's... View Details

Keywords: Global Business; Management Skills; Performance Appraisals; Customer Service; Incentives; Hospitality; Globalized Firms and Management; Business Model; Employees; Service Delivery; Customer Focus and Relationships; Business Strategy; Accommodations Industry

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

November 2012 (Revised September 2013)
Case

Learning Resources: A Hands-On Toy Company Deals with New Challenges and Opportunities

By: Boris Groysberg and Anahita Hashemi

Learning Resources is a family-owned educational toy company that, by late 2011, was facing a myriad of challenges, including increased competition, entry into new markets, new distribution methods, rising costs of production in China, and changing customer behavior.... View Details

Keywords: Leading Teams; Strategy Formulation; Strategy And Execution; Innovation; Corporate Culture; Industry Analysis; Organizational Alignment; Entrepreneurs; Sales Channels; Leadership; Strategy; Change Management; Innovation Leadership; Family Business; Entrepreneurship; Product Design; Sales; Retail Industry; United States

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