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  • All HBS Web  (501)
    • News  (58)
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  • Faculty Publications  (135)
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  • June 2018 (Revised April 2021)
  • Case

Valuing Snap After the IPO Quiet Period (A)

By: Marco Di Maggio, Benjamin C. Esty and Gregory Saldutte
Snap, the disappearing message app, went public at $17 per share on March 2, 2017, making its two 20-something founders the youngest self-made billionaires in the country. Over the next three weeks, 14 analysts made investment recommendations on Snap: two with buy... View Details
Keywords: Sell-side Analysts; Underwriters; Investment Banking; Social Network; Discounted Cash Flow; Cost Of Capital; Conflicts Of Interest; Corporate Governance; Advertising; Quiet Period; "DCF Valuation,"; Business Startups; Digital Marketing; Initial Public Offering; Information Infrastructure; Valuation; Venture Capital; Forecasting and Prediction; Social Media; Advertising Industry; Advertising Industry; Advertising Industry; United States; California
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Di Maggio, Marco, Benjamin C. Esty, and Gregory Saldutte. "Valuing Snap After the IPO Quiet Period (A)." Harvard Business School Case 218-095, June 2018. (Revised April 2021.)
  • September 2020 (Revised July 2022)
  • Technical Note

Algorithmic Bias in Marketing

By: Ayelet Israeli and Eva Ascarza
This note focuses on algorithmic bias in marketing. First, it presents a variety of marketing examples in which algorithmic bias may occur. The examples are organized around the 4 P’s of marketing – promotion, price, place and product—characterizing the marketing... View Details
Keywords: Algorithmic Data; Race And Ethnicity; Promotion; "Marketing Analytics"; Marketing And Society; Big Data; Privacy; Data-driven Management; Data Analysis; Data Analytics; E-Commerce Strategy; Discrimination; Targeting; Targeted Advertising; Pricing Algorithms; Ethical Decision Making; Customer Heterogeneity; Marketing; Race; Ethnicity; Gender; Diversity; Prejudice and Bias; Marketing Communications; Analytics and Data Science; Analysis; Decision Making; Ethics; Customer Relationship Management; E-commerce; Retail Industry; Apparel and Accessories Industry; United States
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Israeli, Ayelet, and Eva Ascarza. "Algorithmic Bias in Marketing." Harvard Business School Technical Note 521-020, September 2020. (Revised July 2022.)
  • January 2017 (Revised August 2019)
  • Case

X Fire Paintball & Airsoft: Is Amazon a Friend or Foe? (A)

By: Feng Zhu and Angela Acocella
Three years after launching his brick-and-mortar store, X Fire Paintball and Airsoft, Steve Herbert Sr. and his sons began selling products on Amazon.com’s third-party Marketplace, and online sales expanded rapidly. Over time, X Fire noticed that products of which it... View Details
Keywords: Ethics; Competition; Digital Platforms; Internet and the Web; Small Business; Retail Industry; Canada
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Zhu, Feng, and Angela Acocella. "X Fire Paintball & Airsoft: Is Amazon a Friend or Foe? (A)." Harvard Business School Case 617-046, January 2017. (Revised August 2019.)
  • February 2017
  • Supplement

The De Beers Group: Exploring the Diamond Reselling Opportunity

By: Benjamin C. Esty, Daniel P. Gross and Lauren G. Pickle
In September 2014, Tom Montgomery (SVP of strategic initiatives at the De Beers Group) and his team launched a pilot program in the United States to explore the $1 billion diamond market for pre-owned (recycled) diamonds. According to Montgomery, the motivation for the... View Details
Keywords: Diamonds; Go-to-market Strategy; Secondary Market; Willingness To Pay; Pilot Program; Strategy Development; Strategy Execution; Scope; Marketing; Advertising; Branding; Customer Value; Pawn Shops; Jewelry; Supply And Demand; Corporate Strategy; Business Strategy; Vertical Integration; Advertising Campaigns; Value Creation; Advertising Industry; Advertising Industry; Advertising Industry; Advertising Industry; United States; United Kingdom; Africa; Botswana; South Africa; Namibia
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Esty, Benjamin C., Daniel P. Gross, and Lauren G. Pickle. "The De Beers Group: Exploring the Diamond Reselling Opportunity." Harvard Business School Spreadsheet Supplement 717-806, February 2017.
  • April 1988 (Revised July 1990)
  • Case

Schulze Waxed Containers, Inc.

Schulze Waxed Containers has recently lost 20% of its business. The firm's cost accounting system spreads fixed costs over the volume produced. The 1987 costs reflect the lower production volume and are higher. The firm has recently adopted a minimum mark up. The... View Details
Keywords: Cost Accounting; Production; Management Systems; Manufacturing Industry
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Cooper, Robin. "Schulze Waxed Containers, Inc." Harvard Business School Case 188-134, April 1988. (Revised July 1990.)
  • Research Summary

Mobile web advertising: maximum entropy banner allocation

The worldwide mobile advertising market, currently $3 billion in size, is expected to grow to $20 billion by 2011.  Online and mobile advertising employs two main pricing models: pay-per-click (CPC) and pay-per-impression (CPM).  To date, most of the... View Details

  • June 2017
  • Teaching Note

The De Beers Group: Exploring the Diamond Reselling Opportunity

By: Benjamin C. Esty, Daniel P. Gross and Lauren G. Pickle
In September 2014, Tom Montgomery (SVP of strategic initiatives at the De Beers Group) and his team launched a pilot program in the United States to explore $1 billion diamond market for pre-owned (recycled) diamonds. According to Montgomery, the motivation for the... View Details
Keywords: Diamonds; Go-to-market Strategy; Secondary Market; Willingness To Pay; Pilot Program; Strategy Development; Strategy Execution; Scope; Marketing; Advertising; Branding; Customer Value; Pawn Shops; Jewelry; Supply And Demand; Corporate Strategy; Business Strategy; Vertical Integration; Advertising Campaigns; Value Creation; Retail Industry; Consumer Products Industry; Advertising Industry; Mining Industry; United States; United Kingdom; Africa; Botswana; South Africa; Namibia
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Esty, Benjamin C., Daniel P. Gross, and Lauren G. Pickle. "The De Beers Group: Exploring the Diamond Reselling Opportunity." Harvard Business School Teaching Note 717-481, June 2017.
  • May 1984 (Revised August 1987)
  • Case

Raymond Mushroom Corp.

By: Benson P. Shapiro
In April 1984 Deborah Raymond, president of Raymond Mushrooms was deciding whether or not to raise prices on Raymond canned mushrooms in conjunction with an advertising promotional program to build consumer preference. View Details
Keywords: Product Positioning; Advertising; Decisions; Price; Management Teams; Food and Beverage Industry
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Shapiro, Benson P. "Raymond Mushroom Corp." Harvard Business School Case 584-093, May 1984. (Revised August 1987.)
  • September 2020 (Revised June 2023)
  • Exercise

Artea: Designing Targeting Strategies

By: Eva Ascarza and Ayelet Israeli
This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The... View Details
Keywords: Algorithmic Data; Race And Ethnicity; Experimentation; Promotion; "Marketing Analytics"; Marketing And Society; Big Data; Privacy; Data-driven Management; Data Analytics; Data Analysis; E-Commerce Strategy; Discrimination; Targeted Advertising; Targeted Policies; Targeting; Pricing Algorithms; A/B Testing; Ethical Decision Making; Customer Base Analysis; Customer Heterogeneity; Coupons; Algorithmic Bias; Marketing; Race; Gender; Diversity; Customer Relationship Management; Marketing Communications; Advertising; Decision Making; Ethics; E-commerce; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; United States
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Ascarza, Eva, and Ayelet Israeli. "Artea: Designing Targeting Strategies." Harvard Business School Exercise 521-021, September 2020. (Revised June 2023.)
  • 18 Feb 2009
  • First Look

First Look: February 18, 2009

implications of such two-sided competition on the actions and source of profits of media firms. One main conclusion we reach is that media firms may charge higher content prices in a duopoly than in a monopoly. This happens because... View Details
Keywords: Martha Lagace
  • September 1990 (Revised November 1994)
  • Case

Kao Corp.

By: John A. Quelch
As the Japanese diaper market expands, Kao management must determine its response to new product introductions by its two major competitors. Options include launching a new premium priced brand or a new low priced brand, or increasing advertising and promotion... View Details
Keywords: Competition; Marketing Strategy; Industry Growth; Product Launch; Brands and Branding; Consumer Products Industry; Japan
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Quelch, John A. "Kao Corp." Harvard Business School Case 591-012, September 1990. (Revised November 1994.)
  • 14 Jan 2010
  • Working Paper Summaries

Optimal Auction Design and Equilibrium Selection in Sponsored Search Auctions

Keywords: by Benjamin G. Edelman & Michael Schwarz
  • February 2017 (Revised May 2022)
  • Case

The De Beers Group: Exploring the Diamond Reselling Opportunity

By: Benjamin C. Esty, Daniel P. Gross and Lauren G. Pickle
In September 2014, Tom Montgomery (SVP of strategic initiatives at the De Beers Group) and his team launched a pilot program in the United States to explore the $1 billion diamond market for pre-owned (recycled) diamonds. According to Montgomery, the motivation for the... View Details
Keywords: Diamonds; Go-to-market Strategy; Secondary Market; Willingness To Pay; Pilot Program; Strategy Development; Strategy Execution; Scope; Marketing; Advertising; Branding; Customer Value; Pawn Shops; Jewelry; Supply And Demand; Corporate Strategy; Business Strategy; Vertical Integration; Advertising Campaigns; Value Creation; Advertising Industry; Advertising Industry; Advertising Industry; Advertising Industry; United States; United Kingdom; Africa; Botswana; South Africa; Namibia
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Esty, Benjamin C., Daniel P. Gross, and Lauren G. Pickle. "The De Beers Group: Exploring the Diamond Reselling Opportunity." Harvard Business School Case 717-430, February 2017. (Revised May 2022.)
  • 2009
  • Simulation

Finance Simulation: M&A in Wine Country: No. 3289.

By: Timothy A. Luehrman and W. Carl Kester
In this simulation, students play the role of CEO at one of three publicly-traded wine producers: Starshine, Bel Vino, or International Beverage. Each player evaluates merger and/or acquisition opportunities among the three companies and then determines reservation... View Details
Keywords: Mergers and Acquisitions; Negotiation; Valuation; Value Creation; Food and Beverage Industry; Agriculture and Agribusiness Industry
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Luehrman, Timothy A., and W. Carl Kester. "Finance Simulation: M&A in Wine Country: No. 3289." Simulation and Teaching Note. Watertown, MA: Harvard Business Publishing, 2009. Electronic.
  • June 2023
  • Simulation

Artea Dashboard and Targeting Policy Evaluation

By: Ayelet Israeli and Eva Ascarza
Companies deploy A/B experiments to gain valuable insights about their customers in order to answer strategic business problems. In marketing, A/B tests are often used to evaluate marketing interventions intended to generate incremental outcomes for the firm. The Artea... View Details
Keywords: Algorithm Bias; Algorithmic Data; Race And Ethnicity; Experimentation; Promotion; Marketing And Society; Big Data; Privacy; Data-driven Management; Data Analysis; Data Analytics; E-Commerce Strategy; Discrimination; Targeted Advertising; Targeted Policies; Pricing Algorithms; A/B Testing; Ethical Decision Making; Customer Base Analysis; Customer Heterogeneity; Coupons; Marketing; Race; Gender; Diversity; Customer Relationship Management; Marketing Communications; Advertising; Decision Making; Ethics; E-commerce; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; United States
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Israeli, Ayelet, and Eva Ascarza. "Artea Dashboard and Targeting Policy Evaluation." Harvard Business School Simulation 523-707, June 2023.
  • 10 Dec 2013
  • Working Paper Summaries

Information and Incentives in Online Affiliate Marketing

Keywords: by Benjamin G. Edelman & Wesley Brandi; Publishing; Technology
  • January – February 2009
  • Article

Content vs. Advertising: The Impact of Competition on Media Firm Strategy

By: David Godes, Elie Ofek and Miklos Sarvary
Media firms compete in two connected markets. They face rivalry for the sale of content to consumers, and at the same time, they compete for advertisers seeking access to the attention of these consumers. We explore the implications of such two-sided competition on the... View Details
Keywords: Monopoly; Duopoly and Oligopoly; Business Model; Price; Media; Competitive Strategy; Competitive Advantage; Advertising; Profit; Media and Broadcasting Industry
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Godes, David, Elie Ofek, and Miklos Sarvary. "Content vs. Advertising: The Impact of Competition on Media Firm Strategy." Marketing Science 28, no. 1 (January–February 2009): 20–35.
  • May 1975 (Revised May 1982)
  • Case

Southwest Airlines (C)

Southwest Airlines, a small intrastate carrier, has just completed its first year of operations in June 1972 and management is debating what advertising and promotional strategy to adopt for the future. Southwest has successfully broken into a market dominated by two... View Details
Keywords: Marketing Strategy; Air Transportation; Air Transportation Industry; United States
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Lovelock, Christopher H. "Southwest Airlines (C)." Harvard Business School Case 575-118, May 1975. (Revised May 1982.)
  • March 2019 (Revised July 2020)
  • Case

MoviePass: The 'Get Big Fast' Strategy

By: Benjamin C. Esty and Daniel W. Fisher
In August 2017, MoviePass dramatically lowered its subscription price from $50 per month to just $10 for up to one movie per day. The idea was to rapidly scale the business to the point where they could generate incremental revenue streams from related businesses... View Details
Keywords: Market Entry; Growth Strategy; Profit Vs. Growth; Subscription Business; Cash Burn; Data Analytics; Get-big-fast; Buyer Power; Strategy Implementation; Movie Industry; Racing; Entrepreneurship; Market Entry and Exit; Growth and Development Strategy; Business Strategy; Value Creation; Disruption; Motion Pictures and Video Industry; United States
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Esty, Benjamin C., and Daniel W. Fisher. "MoviePass: The 'Get Big Fast' Strategy." Harvard Business School Case 719-455, March 2019. (Revised July 2020.)
  • 29 Jan 2014
  • Working Paper Summaries

The Rising Cost of Consumer Attention: Why You Should Care, and What You Can Do about It

Keywords: by Thales S. Teixeira
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