Publications

10 May 2011
Working Paper Summaries

The Impact of Forward-Looking Metrics on Employee Decision Making

Keywords: by Pablo Casas-Arce, F. Asís Martínez-Jerez & V.G. Narayanan; Banking

July–August 2013
Article

A Joint Model of Usage and Churn in Contractual Settings

By: Eva Ascarza and Bruce G.S. Hardie

As firms become more customer-centric, concepts such as customer equity come to the fore. Any serious attempt to quantify customer equity requires modeling techniques that can provide accurate multiperiod forecasts of customer behavior. Although a number of researchers... View Details

Keywords: Churn; Retention; Contractual Settings; Access Services; Hidden Markov Models; RFM; Latent Variable Models; Customer Value and Value Chain; Consumer Behavior

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July 2012 (Revised July 2015)
Case

Nalli Silk Sarees (A)

By: V.G. Narayanan, Namrata Arora and Vidhya Muthuram

Nalli Silk Sarees Private Limited was a family owned and operated business that retailed Indian ethnic wear. This 83-year-old company had enjoyed impressive growth with a $95 million turnover, a 22-store retail footprint, and had outdone its competitors by being the... View Details

Keywords: Pricing Strategy; Price; Strategy; Family Business; Growth and Development; Brands and Branding; Growth and Development Strategy; Expansion; Competitive Strategy; Apparel and Accessories Industry; India

September 2010 (Revised February 2011)
Case

Red Lobster

By: David E. Bell and Jason Riis

Red Lobster, a 40-year-old chain of seafood restaurants, has just completed some market research revealing an opportunity to shift its target customer segment. The chain is in the final stages of a 10-year plan of rejuvenation under CEO Kim Lopdrup. When he took over... View Details

Keywords: Advertising; Customer Satisfaction; Marketing Strategy; Consumer Behavior; Research; Segmentation; Food and Beverage Industry

14 Dec 2007
Op-Ed

When Your Product Becomes a Commodity

segments. Marketers can focus on providing applications expertise for less price-sensitive customer segments for whom the product is still important. However you approach commoditization, try to innovate at... View Details

Keywords: by John Quelch

March 2022
Case

Metric

By: Christina Wallace, Rebecca Cink and Maria Lappas

Megan Murday, the founder of Metric, an environmental, social, and corporate governance (ESG) analytics startup, must decide which customer segment to target as a beachhead market. She received positive feedback from a Swiss venture capital (VC) firm, indicating their... View Details

Keywords: Entrepreneurship; Marketing; Mission and Purpose; Customers

29 Nov 2005
News

It's the Purpose Brand, Stupid

January 2012 (Revised March 2013)
Case

Ctrip: Scientifically Managing Travel Services

By: David A. Garvin and Nancy Hua Dai

Ctrip is a $437 million Chinese on-line travel services company with a scientific, data driven approach to management. The case explores Ctrip's founding and early growth, its expansion into multiple market segments including hotel reservations, air ticketing, leisure... View Details

Keywords: Scientific Management; Data-driven Management; Management; Expansion; Business Growth and Maturation; Market Entry and Exit; Mathematical Methods; Business Processes; Information Management; Travel Industry; China

February 2019
Case

Canibal—Play It Green!

By: Frank V. Cespedes, Joseph B. Fuller, Tonia Labruyere and Elena Corsi

In 2011, Canibal launched a machine that could sort and compress aluminum cans, plastic bottles, and cups. Users could play a jackpot-style game on the machine’s digital display, while disposing of their beverage containers and earning coupons or other rewards. The... View Details

Keywords: Sales Growth; Recycling; Start-up; Scaling; Market Selection; Sales; Marketing; Business Startups; Growth and Development Strategy; Segmentation; Product Positioning; Technology Industry; France

December 15, 2015
Article

Don't Turn Your Sales Team Loose Without a Strategy

By: Frank V. Cespedes and Steve Thompson

When formulating a strategy, markets and segments are typically important categories. But only customers buy. Hence, for most firms, de facto strategy and much resource allocation are the aggregate result of the deals their salespeople close. However, few firms clarify... View Details

Keywords: Strategy; Salesforce Management

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Routines shape many aspects of day-to-day consumption. While prior work has established the importance of habits in consumer behavior, little work has been done to understand the implications of routines--which we define as repeated behaviors with recurring, temporal... View Details

January 2008 (Revised November 2009)
Case

Linear Air: Creating the Air Taxi Industry

Linear Air is an air taxi start-up established to take advantage of the emergence of Very Light Jets, which incorporate new technology that cuts jet operating costs by about 40%. Air taxis could make use of the 5400 smaller regional airports throughout the US,... View Details

Keywords: Business Model; Business Startups; Entrepreneurship; Disruptive Innovation; Product Launch; Industry Structures; Competition; Air Transportation Industry

March 2022 (Revised July 2022)
Teaching Note

Camera IQ and the Metaverse: Building Augmented Reality Brand Experiences

By: Jill Avery

Camera IQ, a camera marketing software company that empowered brands to create and launch augmented reality experiences (AREs) across social platforms, had just raised an additional $5 million to fund further product development and expand its marketing and sales... View Details

18 Apr 2005
Research & Ideas

Selling Luxury to Everyone

and retailers keep the segment growing? Tahari said she and her husband have considered the idea of buying one of their retailers in an effort to get more information about how their products are selling, improve their margins, and better... View Details

Keywords: by Julie Jette; Consumer Products

10 Jan 2020
Blog Post

Know Your Audience - Recruiting HBS Students for Retail

of students has a passion for the dynamic retail space across different segments including luxury, specialty, and mass market brands. Retail Tech in particular has had a major impact on the industry and students’ focus. “Digital shopping... View Details

Keywords: Consumer Products / Retail

March 2021
Case

VideaHealth: Building the AI Factory

By: Karim R. Lakhani and Amy Klopfenstein

Florian Hillen, co-founder and CEO of VideaHealth, a startup that used artificial intelligence (AI) to detect dental conditions on x-rays, spent the early years of his company laying the groundwork for an AI factory. A process for quickly building and iterating on new... View Details

Keywords: Artificial Intelligence; Innovation and Invention; Disruptive Innovation; Technological Innovation; Information Technology; Applications and Software; Technology Adoption; Digital Platforms; Entrepreneurship; AI and Machine Learning; Technology Industry; Medical Devices and Supplies Industry; North and Central America; United States; Massachusetts; Cambridge

February 2013 (Revised December 2015)
Case

Groom Energy Solutions: Selling Efficiency

By: Michael W. Toffel, Kira R. Fabrizio and Stephanie van Sice

Groom Energy Solutions helps organizations reduce their energy use and costs through the implementation of energy efficiency measures, which create long-term financial and environmental benefits. With early success serving customers in the cold storage and industrial... View Details

Keywords: Groom Energy Solutions; Jon Guerster; Salem, MA; Energy Management; Energy Efficiency Paradox; Sustainability Management; Manufacturing; Cold Storage; Commercial Real Estate; Enterprise Smart Grid; Carbon Accounting; LED Lighting; Sustainability Research; Entrepreneurship; Environmental Entrepreneurship; Energy Entrepreneurship; Energy Services; Electricity; Startup; Expansion; Growth; Sustainability; Business Startups; Forecasting and Prediction; Energy Conservation; Revenue; Geographic Location; Human Resources; Management; Growth and Development Strategy; Market Entry and Exit; Operations; Service Delivery; Strategic Planning; Science; Environmental Sustainability; Climate Change; Society; Social Issues; Technology Adoption; Energy Industry; Green Technology Industry; Technology Industry; Utilities Industry; United States; Boston

March 2019
Case

HOPI: Turkey's Shopping Companion

By: Sunil Gupta, Donald Ngwe and Gamze Yucaoglu

The case opens in 2017 as Onur Erbay, CEO of HOPI, a multi-vendor loyalty platform, is contemplating a critical decision. The case chronicles the origins of Boyner Group, the parent company of HOPI and a major retailer in Turkey, and development of retail and customer... View Details

Keywords: Loyalty Programs; Multi-vendor Platform; Retail; Big Data; Customer Relationship Management; Mobile and Wireless Technology; Business Model; Analytics and Data Science; Competitive Strategy; Decision Making; Applications and Software; Digital Platforms; Technology Industry; Retail Industry; Turkey