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  • All HBS Web  (2,532)
    • People  (3)
    • News  (418)
    • Research  (1,684)
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    • Multimedia  (6)
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  • April 1995
  • Case

Toy Game, The

Companies sometimes issue rebate coupons entitling the holder to a certain amount off the price of their products. This case explores the effects of rebate coupons on the game between two companies that operate in a market where there is very little underlying customer... View Details
Keywords: Competitive Strategy
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Brandenburger, Adam M. "Toy Game, The." Harvard Business School Case 795-121, April 1995.
  • May 2021 (Revised February 2024)
  • Teaching Note

THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)

By: Ayelet Israeli and Jill Avery
THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on... View Details
Keywords: Data; Data Analytics; Artificial Intelligence; AI; AI Algorithms; AI Creativity; Fashion; Retail; Retail Analytics; E-Commerce Strategy; Platform; Platforms; Big Data; Preference Elicitation; Predictive Analytics; App Development; "Marketing Analytics"; Advertising; Mobile App; Mobile Marketing; Apparel; Online Advertising; Referral Rewards; Referrals; Female Ceo; Female Entrepreneur; Female Protagonist; Analytics and Data Science; Analysis; Creativity; Marketing Strategy; Brands and Branding; Consumer Behavior; Demand and Consumers; Forecasting and Prediction; Marketing Channels; Digital Marketing; Internet and the Web; Mobile and Wireless Technology; AI and Machine Learning; E-commerce; Digital Platforms; Fashion Industry; Retail Industry; Apparel and Accessories Industry; Consumer Products Industry; United States
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Israeli, Ayelet, and Jill Avery. "THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)." Harvard Business School Teaching Note 521-097, May 2021. (Revised February 2024.)
  • July 2021
  • Article

Information Transparency, Multihoming, and Platform Competition: A Natural Experiment in the Daily Deals Market

By: Hui Li and Feng Zhu
Platform competition is shaped by the likelihood of multi-homing (i.e., complementors or consumers adopt more than one platform). To take advantage of multi-homing, platform firms often attempt to motivate their rivals’ high-performing complementors to adopt their own... View Details
Keywords: Platform Competition; Multi-homing; Information Transparency; Daily Deals; Groupon; LivingSocial; Digital Platforms; Information; Competition
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Li, Hui, and Feng Zhu. "Information Transparency, Multihoming, and Platform Competition: A Natural Experiment in the Daily Deals Market." Management Science 67, no. 7 (July 2021): 4384–4407.
  • November 2016 (Revised December 2016)
  • Case

Anthology: Pivoting the Business Model

By: Shikhar Ghosh and Christopher Payton
In July 2014, after 18 months and eight unsuccessful product launches, the CEO of Yabbly has agreed to sell his company to a larger, well-funded startup, providing a return of capital for his investors and a home for his team. Two weeks prior to the scheduled closing,... View Details
Keywords: Mergers & Acquisitions; Business Model; Business Plan; Business Startups; Entrepreneurship; Innovation Strategy; Mobile and Wireless Technology; Internet and the Web; Mergers and Acquisitions; Business Exit or Shutdown; Fairness; Valuation; Technology Industry; Consumer Products Industry; North America; United States; Seattle
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Ghosh, Shikhar, and Christopher Payton. "Anthology: Pivoting the Business Model." Harvard Business School Case 817-066, November 2016. (Revised December 2016.)
  • May 2013
  • Case

Altius Golf and the Fighter Brand

By: Robert J. Dolan and Sunru Yong
Altius Golf is the clear leader in the golf ball market despite a long-term decline in the number of golfers and a drop in sales following the financial crisis. The firm has maintained its position by introducing generations of advanced, super-premium golf balls that... View Details
Keywords: Governing and Advisory Boards; Competitive Advantage; Decision Choices and Conditions; Distribution Channels; Sports; Financial Crisis; Brands and Branding; Segmentation; Sports Industry; Entertainment and Recreation Industry
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Dolan, Robert J., and Sunru Yong. "Altius Golf and the Fighter Brand." Harvard Business School Brief Case 913-578, May 2013.
  • Article

Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications

By: Daniel Elsner, Pouya Aleatrati Khosroshahi, Alan MacCormack and Robert Lagerström
Existing application performance management (APM) solutions lack robust anomaly detection capabilities and root cause analysis techniques that do not require manual efforts and domain knowledge. In this paper, we develop a density-based unsupervised machine learning... View Details
Keywords: Big Data; Data Science And Analytics Management; Governance And Compliance; Organizational Systems And Technology; Anomaly Detection; Application Performance Management; Machine Learning; Enterprise Architecture; Analytics and Data Science
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Elsner, Daniel, Pouya Aleatrati Khosroshahi, Alan MacCormack, and Robert Lagerström. "Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications." Proceedings of the Hawaii International Conference on System Sciences 52nd (2019): 5827–5836.
  • April 2021
  • Supplement

Buy Online, Pickup in Store: Vice President of Store Operations Supplement

By: Antonio Moreno, Santiago Gallino and Amy Klopfenstein
In April 2019, Sylvarella VP of Store Operations Axley Vega must review an analysis of her department’s sales data to determine the impact of the company’s Buy Online, Pickup in Store (BOPS) program. BOPS implementation created significant problems for the store... View Details
Keywords: Operations; Service Delivery; Logistics; Infrastructure; Distribution Channels; Order Taking and Fulfillment; Analysis; Retail Industry; Apparel and Accessories Industry; United States; Canada
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Moreno, Antonio, Santiago Gallino, and Amy Klopfenstein. "Buy Online, Pickup in Store: Vice President of Store Operations Supplement." Harvard Business School Supplement 621-105, April 2021.
  • November 2000 (Revised November 2005)
  • Case

Tellme Networks, Inc.

By: Thomas R. Eisenmann and Nicole Tempest
Tellme, an early-stage, venture-backed company based in Silicon Valley, leverages speech-recognition technologies to provide: 1) a "voice portal" with news and other information accessible through any telephone, and 2) turnkey application development and hosting... View Details
Keywords: Entrepreneurship; Digital Platforms; Business Conglomerates; Business Startups; Internet and the Web; Venture Capital; Technology Adoption; Internet and the Web; Brands and Branding; Information Technology; Telecommunications Industry; Technology Industry
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Eisenmann, Thomas R., and Nicole Tempest. "Tellme Networks, Inc." Harvard Business School Case 801-319, November 2000. (Revised November 2005.)
  • August 2020 (Revised August 2023)
  • Case

Nubank: Democratizing Financial Services

By: Michael Chu, Carla Larangeira and Pedro Levindo
Nubank, a wholly-digital solution created to disrupt Brazilian banking, with 6 million clients and a $4 billion valuation after five years, must decide whether to expand to Mexico. The company was founded in São Paulo in 2013 by Colombian-born David Vélez to seize what... View Details
Keywords: Fintech; Financial Inclusion; Digital Banking; Credit Cards; Banks and Banking; Disruption; Expansion; Growth and Development Strategy; Financial Services Industry; South America; Brazil; North America; Mexico
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Chu, Michael, Carla Larangeira, and Pedro Levindo. "Nubank: Democratizing Financial Services." Harvard Business School Case 321-068, August 2020. (Revised August 2023.)
  • April 2025
  • Case

Thrivent: From Insurance Agents to Financial Advisors

By: Hubert Joly, Leonard A. Schlesinger and Tom Quinn
Thrivent, a midwestern financial services company with a centuries-long history rooted in Lutheranism, had reached $10 billion in revenue mostly by selling life insurance. In the 2020s, however, CEO Terry Rasmussen began a transformation process centered around the... View Details
Keywords: Change Management; Transformation; Talent and Talent Management; Customer Focus and Relationships; Customer Value and Value Chain; Forecasting and Prediction; Employee Relationship Management; Retention; Selection and Staffing; Job Design and Levels; Human Capital; Leading Change; Mission and Purpose; Organizational Change and Adaptation; Organizational Culture; Insurance Industry; Financial Services Industry; United States; Minneapolis
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Joly, Hubert, Leonard A. Schlesinger, and Tom Quinn. "Thrivent: From Insurance Agents to Financial Advisors." Harvard Business School Case 325-047, April 2025.
  • 2000
  • Working Paper

The Logic of the First Amendment

By: Clifford G. Holderness, Michael C. Jensen and William H. Meckling
We develop a framework that is applicable to all freedom of expression disputes. Our framework is based on the meaning of freedom which is based on the meaning of scarcity, and which, in turn, is based on the existence of physical incompatibilities. To maximize... View Details
Keywords: Rights; Courts and Trials; Judgments; Property; Conflict and Resolution; United States
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Holderness, Clifford G., Michael C. Jensen, and William H. Meckling. "The Logic of the First Amendment." Harvard Business School Working Paper, No. 00-064, March 2000.
  • 13 Nov 2013
  • Research & Ideas

Should Men’s Products Fear a Woman’s Touch?

cigarettes. “Even though there was a functional need for men to drink lower-calorie soda, men couldn't bridge the gender gap image-wise without a new brand and product just for them” Research shows that loyal customers often get upset... View Details
Keywords: by Carmen Nobel; Consumer Products; Food & Beverage; Auto
  • 07 Mar 2007
  • Research & Ideas

How Do You Value a “Free” Customer?

Businesspeople understand that not all customers are created equal—the 80-20 rule suggests that over time a small percentage of a company's customer base can generate a high... View Details
Keywords: by Sarah Jane Gilbert; Web Services
  • February 2013 (Revised February 2013)
  • Case

Wayne Ferrari: iAutomation at a Crossroads

By: Jim Sharpe and Michael Norris
Wayne Ferrari has bridged the gap between being an independent entrepreneur and a "professional manager." After selling his business to a Private Equity (PE) firm, Ferrari takes on the role of CEO and with their support implements a roll-up strategy to attain growth... View Details
Keywords: Entrepreneurial Management; Entrepreneurial Organizations; Leveraged Buyouts; Roll-up; Career Planning; Acquisitions; Pricing; Pricing Policies; Pricing Strategy; Pricing Structure; Acquisition; Entrepreneurship; Private Equity; Distribution; Integration; System; Electronics Industry; Distribution Industry; United States
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Sharpe, Jim, and Michael Norris. "Wayne Ferrari: iAutomation at a Crossroads." Harvard Business School Case 813-120, February 2013. (Revised February 2013.)
  • 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
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Gupta, Sunil, Donald Ngwe, and Gamze Yucaoglu. "HOPI: Turkey's Shopping Companion." Harvard Business School Case 519-057, March 2019.
  • April 2008
  • Case

Engstrom Auto Mirror Plant: Motivating in Good Times and Bad

By: Michael Beer and Elizabeth Collins
In May 2007, the Engstrom Auto Mirrors plant, a relatively small supplier based in Indiana, faces a crisis. The business was in the second year of a downturn. Sales had started to decline in 2005; a year later, plant manager Ron Bent had been forced to lay off more... View Details
Keywords: Organizational Behavior; Human Resource Management; Incentives; Motivation; Manufacturing; Leadership; Change Management; Employees; Motivation and Incentives; Goals and Objectives; Manufacturing Industry; Indiana
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Beer, Michael, and Elizabeth Collins. "Engstrom Auto Mirror Plant: Motivating in Good Times and Bad." Harvard Business School Brief Case 082-175, April 2008.
  • 25 Oct 2020
  • Research & Ideas

The Dark Side of Fintech Borrowing

that were careful in their lending practices during the boom market, “there's going to be an issue in that the liquidity on the investor side may dry up.” About the author Rachel Layne is a writer based in the Boston area. [Image:... View Details
Keywords: by Rachel Layne; Financial Services; Banking
  • March 2024 (Revised May 2024)
  • Case

Amperity: First-Party Data at a Crossroads

By: Elie Ofek, Hema Yoganarasimhan and Alexis Lefort
In the summer of 2023, Amperity management was facing a critical decision on its future direction. Given the dramatic changes occurring within the digital advertising ecosystem, as concerns over consumer privacy placed limits on the ability to engage in third-party... View Details
Keywords: AI and Machine Learning; Technology Adoption; Business Strategy; Digital Marketing; Price; Product; Business or Company Management; Advertising Industry
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Ofek, Elie, Hema Yoganarasimhan, and Alexis Lefort. "Amperity: First-Party Data at a Crossroads." Harvard Business School Case 524-017, March 2024. (Revised May 2024.)
  • February 2017 (Revised December 2018)
  • Module Note

The Entrepreneurial Manager, Module I: Defining and Developing the Business Model

By: William R. Kerr, Mark Roberge and Paul A. Gompers
The first module of The Entrepreneurial Manager (TEM) focuses on business model analysis and lean testing. Your business model defines your company and sets its strategic direction, including customer value proposition, operations, scaling, the context in which the... View Details
Keywords: Entrepreneurial Management; Business Models; Lean Startup; Business Model; Analysis; Entrepreneurship; Management
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Kerr, William R., Mark Roberge, and Paul A. Gompers. "The Entrepreneurial Manager, Module I: Defining and Developing the Business Model." Harvard Business School Module Note 817-108, February 2017. (Revised December 2018.)
  • 2013
  • Article

Where Not to Eat? Improving Public Policy by Predicting Hygiene Inspections Using Online Reviews

By: Jun Seok Kang, Polina Kuznetsova, Yejin Choi and Michael Luca
Restaurant hygiene inspections are often cited as a success story of public disclosure. Hygiene grades influence customer decisions and serve as an accountability system for restaurants. However, cities (which are responsible for inspections) have limited resources to... View Details
Keywords: Safety; Food; Governance Compliance; Mathematical Methods; Applications and Software; Public Administration Industry; Retail Industry; Food and Beverage Industry
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Kang, Jun Seok, Polina Kuznetsova, Yejin Choi, and Michael Luca. "Where Not to Eat? Improving Public Policy by Predicting Hygiene Inspections Using Online Reviews." Proceedings of the Conference on Empirical Methods in Natural Language Processing (2013): 1443–1448.
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