Targeted Marketing - Publications - Faculty & Research - Harvard Business School

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October 2014 (Revised November 2016)
Technical Note

Customer Lifetime Value (CLV) vs. Customer Lifetime Return on Investment (CLROI)

This note presents two related measures for assessing the financial value of a customer to the firm. The first is the well-known measure of Customer Lifetime Value, or CLV for short. The second, which has received much less attention, treats the acquisition of a... View Details

Keywords: Customer Lifetime Value; Return On Investment; Segmentation; Social Networks; Customer Relationship Management; Marketing Strategy; Investment Return; Social and Collaborative Networks; Social Media

May 2017 (Revised November 2017)
Case

Cotopaxi: Managing Growth for Good

By: Andy Wu and Laura Huang

Cotopaxi, an innovative outdoor gear business targeting millennials, focuses on profit and social impact. This registered benefit corporation was formed by Davis Smith who coalesced his experiences as a Wharton MBA student along with professional knowledge from an... View Details

Keywords: Entrepreneurship; Social Venture; Benefit Corporation; B-Corp; Retail; Consumer Products; Apparel; Social Impact; Social Entrepreneurship; Business Model; Product Positioning; Social Enterprise; Mission and Purpose; Consumer Products Industry; Retail Industry

April 2023 (Revised July 2023)
Case

Fermenting Accounting Problems at Vermont Kombucha Corp.

By: Tatiana Sandino and Marshal Herrmann

Founded in 2005, Vermont Kombucha Corp. (V-Ko) was an early mover in the fledgling U.S. market for kombucha, a drink brewed for its health benefits. Early on, the company captured more than 90% of market share. Under the leadership of its founder and CEO, Joe Williams,... View Details

Keywords: Going Public; Business Model; Financial Reporting; Ethics; Corporate Governance; Stock Shares; Food and Beverage Industry

2013
Article

Optimizing the Amount of Entertainment in Advertising: What's So Funny about Tracking Reactions to Humor?

By: Thales S. Teixeira and Horst Stipp

Humor and other entertaining content, as opposed to demonstrations of product features and "selling," are increasingly used in advertising, such as TV commercials, to attract and keep consumers' attention. This study uses facial tracking to explore how marketers can... View Details

Keywords: Advertising Content; Entertainment; Face Perception; Advertising; Digital Marketing; Television Entertainment; Consumer Products Industry; Food and Beverage Industry

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May 2011 (Revised January 2013)
Case

Nike Football: World Cup 2010 South Africa

By: Elie Ofek and Ryan Johnson

Nike's Football division needs to devise a strategy to excel at the 2010 World Cup games in South Africa. Nike has gone from a niche player in the market for football apparel and footwear in 1994 to a formidable competitor to Adidas in 2008 (with revenues of over $1... View Details

Keywords: Digital Marketing; Business Divisions; Communication; Brands and Branding; Marketing Channels; Marketing Communications; Marketing Strategy; Product Launch; Planning; Competition; Apparel and Accessories Industry; South Africa

November 1978 (Revised December 1979)
Case

Federal Express (C)

The Marketing Director for Federal Express, a fast growing freight airline specializing in small packages, must select a strategy to achieve a big sales increase for one of the company's services. First he must decide on the relative emphasis to place between... View Details

Keywords: Product Marketing; Sales; Air Transportation Industry; Service Industry; United States

October 2007
Background Note

Price Formation

By: Joshua D. Coval and Erik Stafford

Investigates how prices are formed in competitive capital markets. Focuses on a single security called AOE. Students compete with computer traders and each other for market making and informed trading profits. Participants receive a variety of public news in the form... View Details

Keywords: Capital Markets; Price; Profit; Corporate Disclosure; Newsletters; Industry Structures; Business Processes; Competitive Strategy

09 Jul 2019
News

Setting Better Sales Goals with Analytics

August 2019 (Revised March 2023)
Case

Rand Fishkin at Moz (A)

By: Thomas R. Eisenmann

In 2016, senior management at Moz, a venture capital–backed startup providing software tools for digital marketing professionals, must decide how to address a looming cash flow crisis precipitated by failed efforts to broaden its product line. Seattle-based Moz had... View Details

Keywords: Startups; Scaling; Entrepreneurship; Failure; Business Startups; Diversification; Growth Management; Technology Industry

January 2023
Article

Calculators for Women: When Identity-Based Appeals Backfire

By: Tami Kim, Kate Barasz, Michael I. Norton and Leslie K. John

From “Chick Beer” to “Dryer Sheets for Men,” identity-based labeling is frequently deployed by marketers to appeal to specific target markets. Yet such identity appeals can backfire, alienating the very consumers they aim to attract. We theorize and empirically... View Details

Keywords: Categorization Threat; Stereotypes; Identity; Labels; Gender; Perception; Consumer Behavior

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December 2007 (Revised July 2009)
Case

Given Imaging Ltd. - First We Take Manhattan, Then We Take Berlin?

GI has developed a revolutionary video pill for imaging the small bowel in the gastro-intestinal tract. The development has required the integration of wide variety of technologies. GI founder and CEO Gabriel Meron must determine GI's marketing strategy and prioritize... View Details

Keywords: Medical Specialties; Globalized Markets and Industries; Decisions; Technological Innovation; Marketing Strategy; Market Entry and Exit; Entrepreneurship; Health Care and Treatment; Corporate Finance; Medical Devices and Supplies Industry; Japan; United States; Europe

September 2014 (Revised June 2016)
Case

Whole Foods: The Path to 1,000 Stores

By: David F. Drake, Ryan W. Buell, Melissa Barton, Taylor Jones, Katrina Keverian and Jeffrey Stock

The case examines the operations strategy of Whole Foods, one of the largest natural grocery chains in the United States. In late 2013, Whole Foods was expanding rapidly, with a publicly-stated goal of growing from 351 to 1,000 domestic stores by 2022. It was also... View Details

Keywords: Human Capital; Food; Expansion; Market Entry and Exit; Operations; Strategy; Retail Industry; Food and Beverage Industry; United States

2024
Working Paper

Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization

By: Ta-Wei Huang, Eva Ascarza and Ayelet Israeli

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

September 2009
Case

ZINK Imaging: 'Zero Ink™'

By: William A. Sahlman and Sarah Flaherty

"ZINK Imaging" describes the issues confronting CEO Wendy Caswell as she uses a partnership model to commercialize ZINK's disruptive printing technology platform, ZINK Paper. The case focuses on the frameworks ZINK has used to decide which markets to target and which... View Details

Keywords: Entrepreneurship; Capital; Disruptive Innovation; Technological Innovation; Marketing Strategy; Partners and Partnerships; Horizontal Integration; Technology Industry

June 2018
Teaching Note

Meridian Systems (Brief Case)

By: Frank V. Cespedes and Michael J. Roberts

Teaching Note for HBS No. 918-533. The key issues discussed in the Meridian teaching note concern sales force deployment: decisions about how to focus sales efforts with respect to territories, customers, and products. The teaching note explains the strengths and... View Details

Keywords: Business Startups; Sales; Strategy; Salesforce Management; Organizational Structure; Technological Innovation; Marketing Strategy

July 9, 2019
Article

Setting Better Sales Goals with Analytics

By: Doug J. Chung, Isabel Huber, Vinay Murthy, Varun Sunku and Marije Weber

Sales compensation is a critical lever in motivating a salesforce and driving growth in the business-to-business sector: Studies show that revising compensation in line with market trends can have a 50% greater impact on sales than advertisements have, for instance. A... View Details

Keywords: Analytics; Salesforce Management; Compensation and Benefits; Motivation and Incentives; Goals and Objectives

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November 1999 (Revised June 2006)
Case

DLJdirect: "Putting Our Reputation Online"

By: Thomas R. Eisenmann and Gillian Morris

Online broker DLJdirect faced two decisions during the fall of 1999: what customer segments should it target and how much should it spend on marketing? Unlike its competitors, who focused either on day traders or more mainstream investors, DLJdirect differentiated its... View Details

Keywords: Marketing Strategy; Marketing Communications; Competitive Strategy; Decision Choices and Conditions; Investment; Cost Management; Business Plan; Research and Development; Customers; Budgets and Budgeting; Online Advertising; Internet; Financial Services Industry

October 2001 (Revised November 2002)
Case

Herman Miller (A): Innovation by Design

By: Sandra J. Sucher and Stacy McManus

Gary Van Spronsen, president of Miller SQA, has been asked to leave the thriving subsidiary he helped to reinvent to join Herman Miller's corporate initiative on innovation. Miller SQA has pioneered processes new to the Herman Miller organization, such as... View Details

Keywords: Innovation and Invention; Product Design; Product Development; Supply Chain Management; Business Model; Organizations; Values and Beliefs; Manufacturing Industry; Consumer Products Industry

June 2020
Case

Agile Consumer Product Innovation with Alibaba's Tmall Innovation Center

By: William R. Kerr, Daniel O'Connor and James Palano

Consumer products companies were beset by changes on all sides during the 2010s. Customers were increasingly turning to ecommerce platforms rather than shopping in-store. Meanwhile, nimble, digitally-savvy competitors were gaining market share by capitalizing on the... View Details

Keywords: Future Of Work; Retail; Ecommerce; Alibaba; Consumer Products; Innovation; Innovation and Invention; Product Development; Consumer Behavior; E-commerce; Consumer Products Industry; Retail Industry; China

November 2004 (Revised July 2006)
Case

Patrimonio Hoy

By: Arthur I Segel, Michael Chu and Gustavo Herrero

Patrimonio Hoy is a program targeting the housing needs of the low-income population by CEMEX, a major Mexican company and a leading global cement producer. Originally conceived as a project to understand the customers in the self-construction segment better, a major... View Details

Keywords: Housing; Construction; Product Design; Globalized Firms and Management; Microfinance; Income; Market Entry and Exit; Emerging Markets; Entrepreneurship; Construction Industry; Mexico

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