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  • 01 Apr 1999
  • News

Africa Business Club Discusses Continent's Opportunities

for reversing the brain-drain phenomenon, highlighting career opportunities on the continent in areas such as commercial and investment banking; manufacturing; consumer services; oil, gas, and mining; agribusiness; and entrepreneurial... View Details
  • January 2022
  • Supplement

SpartanNash Company: The Amazon Warrants (B)

By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher
A continuation of the events described in the (A) Case, “SpartanNash Company: The Amazon Warrants,” (HBS Case No. 222-022). View Details
Keywords: Valuation; Value Creation; Consumer Behavior; Negotiation; Distribution; Ownership; Partners and Partnerships; Business Strategy; Equity; Distribution Industry; Food and Beverage Industry; United States
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Esty, Benjamin C., E. Scott Mayfield, and Daniel Fisher. "SpartanNash Company: The Amazon Warrants (B)." Harvard Business School Supplement 222-033, January 2022.
  • January 2022
  • Case

SpartanNash Company: The Amazon Warrants (A)

By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher
As of 12/31/21, Amazon held $22 billion of equity and warrants in related companies. In fact, it often requests a free grant of warrants when it enters into a new commercial agreement with a supplier. Over the past 20 years, Amazon has gotten warrants in almost 20... View Details
Keywords: Valuation; Value Creation; Consumer Behavior; Negotiation; Distribution; Ownership; Partners and Partnerships; Business Strategy; Equity; Distribution Industry; Food and Beverage Industry; United States
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Esty, Benjamin C., E. Scott Mayfield, and Daniel Fisher. "SpartanNash Company: The Amazon Warrants (A)." Harvard Business School Case 222-022, January 2022.
  • July–August 2024
  • Article

Doing More with Less: Overcoming Ineffective Long-Term Targeting Using Short-Term Signals

By: Ta-Wei Huang and Eva Ascarza
Firms are increasingly interested in developing targeted interventions for customers with the best response, which requires identifying differences in customer sensitivity, typically through the conditional average treatment effect (CATE) estimation. In theory, to... View Details
Keywords: Long-run Targeting; Heterogeneous Treatment Effect; Statistical Surrogacy; Customer Churn; Field Experiments; Consumer Behavior; Customer Focus and Relationships; AI and Machine Learning; Marketing Strategy
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Huang, Ta-Wei, and Eva Ascarza. "Doing More with Less: Overcoming Ineffective Long-Term Targeting Using Short-Term Signals." Marketing Science 43, no. 4 (July–August 2024): 863–884.
  • March 13, 2023
  • Article

Sales Teams Need to Stop Focusing on the Customer Funnel

By: Frank V. Cespedes
Understanding where customers are, how they navigate streams in your market, and how to interact with them in a given stream is now central to crafting a good customer experience, and that has implications. Among other things, companies need to shift from thinking... View Details
Keywords: Customer Experience; Customer Value and Value Chain; Customer Relationship Management; Consumer Behavior
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Cespedes, Frank V. "Sales Teams Need to Stop Focusing on the Customer Funnel." Harvard Business Review (website) (March 13, 2023).
  • Profile

Fangfang Wang

In China, Fangfang Wang participated in a general management training program at Mars Food that allowed her “the freedom to customize my career path.” Through a series of rotating assignments, Fangfang developed a deep understanding of View Details
Keywords: Nonprofit/Government/Education; CPG
  • Career Coach

Rich Schneider

deep experience in new business development, marketing, life sciences/health care, and consumer goods and services. He helps individuals to develop a clear vision of their objectives for career transition in general, most often in the... View Details
Keywords: Consumer Products; Consumer Products; Consumer Products; Consumer Products; Consumer Products
  • March 2006
  • Background Note

Customer-Introduced Variability in Service Operations

By: Frances X. Frei
Presents a typology of customer-introduced variability and offers guidance on how to manage each type. Central to the ideas developed is how to mitigate the effects of the apparent trade-off between reducing variability and diminishing the service experience or... View Details
Keywords: Customers; Six Sigma; Consumer Behavior; Service Operations; Performance Efficiency
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Frei, Frances X. "Customer-Introduced Variability in Service Operations." Harvard Business School Background Note 606-063, March 2006.
  • October 1998 (Revised November 1999)
  • Case

Chantal Cookware Corp.

By: H. Kent Bowen, Paul W. Marshall and Stephanie Dodson
Chantal Cookware is a small, private company with a 15-year record of success in the design, assembly, and sale of high-end cookware. It experiences serious setbacks when consumers' tastes shift from colorful enamel-on-steel products to commercial-style cookware.... View Details
Keywords: Consumer Behavior; Strategic Planning; Market Entry and Exit; Product Positioning; Trends; Manufacturing Industry
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Bowen, H. Kent, Paul W. Marshall, and Stephanie Dodson. "Chantal Cookware Corp." Harvard Business School Case 699-023, October 1998. (Revised November 1999.)
  • November 1987 (Revised March 1993)
  • Background Note

Global Semiconductor Industry--1987

By: David B. Yoffie
In 1987, the global semiconductor industry was coming out of the deepest recession in its 40 year history. The note examines the competitive dynamics of this industry over time, the nature of its technology, and the sources of competitive advantage. The role of buyer... View Details
Keywords: Financial Crisis; Globalization; Crisis Management; Consumer Behavior; Competitive Strategy; Competitive Advantage; Technology; Semiconductor Industry
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Yoffie, David B. "Global Semiconductor Industry--1987." Harvard Business School Background Note 388-052, November 1987. (Revised March 1993.)
  • August 2002 (Revised January 2003)
  • Case

Siebel Systems: Anatomy of a Sale, Part 1

By: John A. Deighton and Das Narayandas
How does a $2 million software sale happen? This case traces efforts by Siebel Systems to sell lead management software to discount broker Quick & Reilly. The buying process is mapped out over four years. Covers in detail the last six months—from Siebel's initial... View Details
Keywords: Leadership; Management Analysis, Tools, and Techniques; Marketing Strategy; Consumer Behavior; Organizational Structure; Behavior; Competition; Applications and Software; Technology Industry
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Deighton, John A., and Das Narayandas. "Siebel Systems: Anatomy of a Sale, Part 1." Harvard Business School Case 503-021, August 2002. (Revised January 2003.) (request a courtesy copy.)
  • 01 Jun 2020
  • News

Keeping the Beat

Subscribe on iTunes Subscribe on Spotify More Skydeck episodes “I definitely don’t think that virtual will ever cannibalize the real thing. I genuinely don’t see that happening. That’s some people’s fear. But I do think the benefit is that we are educating the View Details
Keywords: Motion Picture and Sound Recording Industries; Information
  • November 1998
  • Case

Wegmans Food Markets: Diabetes Counseling

By: Ray A. Goldberg, David E. Bell and Ann Leamon
Danny Wegman, president of Wegmans Food Markets, is trying to decide how to evaluate the success of a nutrition-counseling program for diabetics, and whether and how to expand the program beyond the two stores currently involved. Wegmans, with 57 stores and $2.3... View Details
Keywords: Performance Evaluation; Expansion; Programs; Human Needs; Financial Management; Health Care and Treatment; Nutrition; Consumer Behavior; Pharmaceutical Industry; Food and Beverage Industry
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Goldberg, Ray A., David E. Bell, and Ann Leamon. "Wegmans Food Markets: Diabetes Counseling." Harvard Business School Case 599-057, November 1998.
  • 29 May 2017
  • Blog Post

The Diverse Community at HBS

Before I came to HBS, I worked at Disney in a consumer insights role with the Corporate Brand Development and Studio Marketing teams. Tracking evolving consumer behaviors in... View Details
  • October 2018 (Revised July 2019)
  • Case

Sidewalk Labs: Privacy in a City Built from the Internet Up

By: Leslie K. John, Mitchell Weiss and Julia Kelley
Email mking@hbs.edu for a courtesy copy.

By the time Dan Doctoroff, CEO of Sidewalk Labs, began hosting a Reddit “Ask Me Anything” session in January 2018, he had only nine months remaining to convince the people... View Details
Keywords: Public Entrepreneurship; Govtech; CivicTech; Smart Cities; City Innovation; Government Innovation; Privacy; Sidewalk Labs; Dan Doctoroff; Entrepreneurship; Public Sector; Consumer Behavior; Governance; Business and Government Relations; Innovation and Invention; Technology Industry; Public Administration Industry; Transportation Industry; Real Estate Industry; Canada
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John, Leslie K., Mitchell Weiss, and Julia Kelley. "Sidewalk Labs: Privacy in a City Built from the Internet Up." Harvard Business School Case 819-024, October 2018. (Revised July 2019.) (Email mking@hbs.edu for a courtesy copy.)
  • November 2001
  • Case

Gold Kist Inc.

By: Ray A. Goldberg and Stephanie Oestreich
An oversupply of poultry causes a major decrease in margins for the company and the industry. How does the only cooperative in the industry respond to short-term and long-term economic pressures? View Details
Keywords: Decision Making; Economics; Profit; Consumer Behavior; Supply and Industry; Strategic Planning; Business Strategy
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Goldberg, Ray A., and Stephanie Oestreich. "Gold Kist Inc." Harvard Business School Case 902-420, November 2001.
  • October 2000
  • Background Note

Creating Value

By: Rohit Deshpande
Creating value involves understanding consumers/customers and bringing this knowledge into the organization. Market-driven and market-driving strategies are contrasted in the context of new product development. View Details
Keywords: Knowledge Use and Leverage; Marketing Strategy; Consumer Behavior; Product Development; Value Creation
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Deshpande, Rohit. "Creating Value." Harvard Business School Background Note 501-039, October 2000.
  • 01 Dec 2017
  • News

Research Brief: Better Brainstorming

having a high verbal fluency and a willingness to share). The budding entrepreneurs were then asked to work together to come up with new software products for the booming Indian wedding industry. The ideas generated by the teams were rated by Indian View Details
Keywords: Jennifer Myers
  • 10 Mar 2015
  • Research & Ideas

The Surprising Winners and Losers in the Retail Revolution

today, a combination of fragmentation in consumer shopping behavior and emerging alternatives to home delivery will change how Americans buy consumables. The inexorable march of internet technology will... View Details
Keywords: by Sean Silverthorne; Retail
  • 03 Nov 2020
  • News

One Paramount Priority

us—but that our perceptions of the other side are tearing us apart, she writes in an election-day opinion column in the Boston Globe. An entrepreneur, author, and founder and chair of the consumer collaboration agency C Space, Hessan... View Details
Keywords: Government
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