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  • October 2009 (Revised June 2011)
  • Case

Zappos.com 2009: Clothing, Customer Service, and Company Culture

By: Frances X. Frei, Robin J. Ely and Laura Winig
On July 17, 2009, Zappos.com, a privately held online retailer of shoes, clothing, and other soft line retail categories, learned that Amazon.com, a $19 billion multinational online retailer, had won its board of directors' approval to offer to merge the two companies.... View Details
Keywords: Mergers and Acquisitions; Customer Focus and Relationships; Decision Choices and Conditions; Governing and Advisory Boards; Service Delivery; Organizational Culture; Internet and the Web; Valuation; Apparel and Accessories Industry; Retail Industry
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Frei, Frances X., Robin J. Ely, and Laura Winig. "Zappos.com 2009: Clothing, Customer Service, and Company Culture." Harvard Business School Case 610-015, October 2009. (Revised June 2011.)
  • November 2022 (Revised April 2023)
  • Supplement

HTC and Virtual Reality (B)

By: Andy Wu and Matt Higgins
In April 2023, Cher Wang, CEO and Chairwoman of HTC, reflected on her time as a leader in the virtual reality industry from her office high above Taoyuan City, Taiwan. It had been a roller coaster ride of new product introductions and unexpected challenges for HTC and... View Details
Keywords: VR; Virtual Reality; Strategy; Metaverse; Market Entry and Exit; Competition; Technology Industry; Taiwan; China; United States
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Wu, Andy, and Matt Higgins. "HTC and Virtual Reality (B)." Harvard Business School Supplement 723-403, November 2022. (Revised April 2023.)
  • 07 Nov 2023
  • Research & Ideas

When Glasses Land the Gig: Employers Still Choose Workers Who 'Look the Part'

graphic designers, for instance, it is better to be female, and to have a high quality, professional-looking photo (with a small plus for glasses). Other hacks for programmers: Grow a beard and keep a computer visible, Troncoso finds.... View Details
Keywords: by Scott Van Voorhis
  • 05 Sep 2013
  • Working Paper Summaries

Performance Responses to Competition Across Skill-Levels in Rank Order Tournaments: Field Evidence and Implications for Tournament Design

Keywords: by Kevin J. Boudreau, Constance E. Helfat, Karim R. Lakhani & Michael E. Menietti.
  • August 2006
  • Case

Dreyer's Slow Churned(TM) Ice Cream

By: Noel H. Watson, Steven C. Wheelwright and Brian DeLacey
Examines capacity forecasting and planning in a complex new product introduction scenario. The introduction at Dreyer's, a large dairy snack manufacturer, involves not only a new product but a new manufacturing process and product package, thus implying a significant... View Details
Keywords: Advertising; Forecasting and Prediction; Growth and Development Strategy; Brands and Branding; Product Launch; Product Development; Planning; Food and Beverage Industry; United States
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Watson, Noel H., Steven C. Wheelwright, and Brian DeLacey. "Dreyer's Slow Churned(TM) Ice Cream." Harvard Business School Case 607-018, August 2006.
  • December 2024
  • Case

Core Innovation Capital: Investing in Fintech for Good

By: Ray Kluender, Natalia Rigol, Benjamin Roth and Nicole Tempest Keller
In 2017, Arjan Schütte, founder of Core Innovation Capital, faced a decision on whether to invest in Hugo Insurance, an auto insurance startup. Core, an early-stage social impact VC firm, focused on “fintech for good,” by investing in financial services for low- to... View Details
Keywords: Fintech; Venture Capital; Social Entrepreneurship; Insurance; Measurement and Metrics; Investment; Corporate Social Responsibility and Impact; Product Positioning; Technology Industry; Technology Industry; Technology Industry; United States
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Kluender, Ray, Natalia Rigol, Benjamin Roth, and Nicole Tempest Keller. "Core Innovation Capital: Investing in Fintech for Good." Harvard Business School Case 825-064, December 2024.
  • October 2021 (Revised September 2022)
  • Case

SmartOne: Building an AI Data Business

By: Karim R. Lakhani, Pippa Armerding, Gamze Yucaoglu and Fares Khrais
The case opens in August 2021, as Habib and Shahysta Hassim, husband and wife co-founders of the data labeling company SmartOne, contemplate the strategy of the high growth company. Between 2016 and 2021, SmartOne had kept doubling its size every two years and now,... View Details
Keywords: Artificial Intelligence; Data Labeling; Entrepreneurship; Strategy; Operations; Business Model; Growth Management; Growth and Development Strategy; AI and Machine Learning; Africa; Madagascar; Europe; France; United States
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Lakhani, Karim R., Pippa Armerding, Gamze Yucaoglu, and Fares Khrais. "SmartOne: Building an AI Data Business." Harvard Business School Case 622-059, October 2021. (Revised September 2022.)
  • 2024
  • Report

The Eco-Digital EraTM: The Dual Transition to a Sustainable and Digital Economy

By: Suraj Srinivasan, Andy Feinstein, Amol Khadikar, Jiani Zhang, Noémie Lauer, Hiral Shah, Sally Epstein, Jerome Buvat and Vaishnavee Ananth
Since the proliferation of smartphones and social media in the late 2000s, digital has captured an increasingly large portion of the economy. In this Capgemini Research Institute report, The Eco-Digital EraTM: The dual transition to a sustainable and... View Details
Keywords: Technology Adoption; Digital Transformation; Environmental Sustainability; Trends
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Srinivasan, Suraj, Andy Feinstein, Amol Khadikar, Jiani Zhang, Noémie Lauer, Hiral Shah, Sally Epstein, Jerome Buvat, and Vaishnavee Ananth. "The Eco-Digital EraTM: The Dual Transition to a Sustainable and Digital Economy." Report, Capgemini Research Institute, January 2024.
  • January 2020
  • Case

Ureed.com: The Marketplace for Language

By: Ashley V. Whillans, Esel Çekin and Alpana Thapar
Jordanian entrepreneur, Nour Al Hassan, founded Tarjama in 2008, tapping into an underserved and high demand need: Arabic translation service. Its lean model comprised of hiring full-time employees, mainly women, who worked from home. It steadily grew over the... View Details
Keywords: Language Translation; Freelancers; Entrepreneurship; Human Resources; Management; Expansion; Quality; Growth and Development Strategy
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Whillans, Ashley V., Esel Çekin, and Alpana Thapar. "Ureed.com: The Marketplace for Language." Harvard Business School Case 920-038, January 2020.
  • March 2012 (Revised September 2012)
  • Case

INRIX

By: Lynda M. Applegate and Ryan Johnson
Since its founding in 2004, INRIX, a leading global provider of traffic information and driver services, had received four rounds of financing from leading venture capital (VC) firms and by 2012 had been cash flow positive for the past six quarters. Its founder, Bryan... View Details
Keywords: Entrepreneurship; Leadership; Business Growth and Maturation; Business Exit or Shutdown; Business Startups; Organizational Structure; Mobile and Wireless Technology; Competitive Strategy; Information Technology Industry; Information Technology Industry; Washington (state, US)
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Applegate, Lynda M., and Ryan Johnson. "INRIX." Harvard Business School Case 812-112, March 2012. (Revised September 2012.)
  • January 1985 (Revised February 1997)
  • Case

Lotus Development Corp.

By: William A. Sahlman
Contains a description of the history and venture capital financing of Lotus Development. Focuses on issues related to the possible terms of investment in Lotus by a major venture capital firm. The pedagogic objectives in the case are: to explore the elements of the... View Details
Keywords: Technological Innovation; Business or Company Management; Venture Capital; Organizational Structure; Entrepreneurship; Financing and Loans; Outcome or Result; Corporate Finance; Planning; Computer Industry
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Sahlman, William A. "Lotus Development Corp." Harvard Business School Case 285-094, January 1985. (Revised February 1997.)
  • May 2024
  • Supplement

gWorks (B)

By: Richard S. Ruback and Royce Yudkoff
In January of 2019, Joe Heieck, CEO of gWorks, was deciding whether to proceed with his acquisition of Data Tech, that was a business roughly the same size as gWorks. gWorks, which provided geospatial software to small city and rural county governments, was acquired by... View Details
Keywords: Acquisition; Small Business; Cost vs Benefits; Decisions; Business Education; Corporate Entrepreneurship; Leadership Style; Leading Change; Business or Company Management; Problems and Challenges; Talent and Talent Management; Customer Relationship Management; Technology Adoption; Information Infrastructure; Digital Platforms; Growth Management; Applications and Software; Risk and Uncertainty; Technology Industry; United States
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Ruback, Richard S., and Royce Yudkoff. "gWorks (B)." Harvard Business School Multimedia/Video Supplement 224-722, May 2024.
  • May 2024
  • Supplement

gWorks (A)

By: Richard S. Ruback and Royce Yudkoff
In January of 2019, Joe Heieck, CEO of gWorks, was deciding whether to proceed with his acquisition of Data Tech, that was a business roughly the same size as gWorks. gWorks, which provided geospatial software to small city and rural county governments, was acquired by... View Details
Keywords: Acquisition; Small Business; Cost vs Benefits; Decisions; Business Education; Corporate Entrepreneurship; Leadership Style; Leading Change; Business or Company Management; Problems and Challenges; Talent and Talent Management; Customer Relationship Management; Technology Adoption; Information Infrastructure; Digital Platforms; Growth Management; Applications and Software; Risk and Uncertainty; Technology Industry; United States
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Ruback, Richard S., and Royce Yudkoff. "gWorks (A)." Harvard Business School Multimedia/Video Supplement 224-721, May 2024.
  • 17 Jul 2018
  • First Look

New Research and Ideas, July 17, 2018

analyses suggest that the surge in liability risk had a large and negative impact on downstream innovation in medical implants but no significant effect on upstream polymer patenting. These findings show how tort laws may affect the development of new View Details
Keywords: Dina Gerdeman
  • 18 Oct 2011
  • First Look

First Look: October 18

find that involuntary closures are most frequent in U.S. counties with high rates of households headed by single mothers, low levels of college education, high rates of property crime, a strong presence of... View Details
Keywords: Sean Silverthorne
  • 2025
  • Article

Humor as a Window into Generative AI Bias

By: Roger Samure, Julian De Freitas and Stefano Puntoni
A preregistered audit of 600 images by generative AI across 150 different prompts explores the link between humor and discrimination in consumer-facing AI solutions. When ChatGPT updates images to make them “funnier”, the prevalence of stereotyped groups changes. While... View Details
Keywords: AI and Machine Learning; Demographics; Prejudice and Bias
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Samure, Roger, Julian De Freitas, and Stefano Puntoni. "Humor as a Window into Generative AI Bias." Art. 1326. Scientific Reports 15 (2025).
  • 02 Jan 2024
  • Research & Ideas

10 Trends to Watch in 2024

The lightning-fast ascent of generative AI isn’t the only sea change on the horizon for businesses in the new year. The global economy is in flux as war, climate change, trade issues, and infrastructure problems demand attention. Many companies continue to struggle to... View Details
Keywords: by Rachel Layne
  • April 2006 (Revised August 2007)
  • Case

BitTorrent

Involves the copyright issues associated with Bram Cohen's revolutionary software program BitTorrent, which makes it possible to transfer very large files, such as movies, at a high speed over the Internet. The program, which is available for free over the Internet, is... View Details
Keywords: Lawfulness; Lawsuits and Litigation; Applications and Software; Copyright; Internet and the Web
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Bagley, Constance E., and Reed Martin. "BitTorrent." Harvard Business School Case 806-169, April 2006. (Revised August 2007.)
  • February 2021 (Revised March 2021)
  • Case

AptDeco: Circular Economy Furniture Marketplace

By: Ayelet Israeli and Jamie Merkrebs
AptDeco, a used furniture marketplace, was growing rapidly in the tri-state area. The co-founders were confident that the business model, financial position, and unit economics positioned AptDeco for scaling in the massive $120 billion furniture market, despite its... View Details
Keywords: E-Commerce Strategy; Mobile; Word-of-Mouth; Word-of-mouth Marketing; Word Of Mouth; Internet Marketing; Growth Strategy; Platform; Platforms; Two Sided Markets; Two-sided Market; Two-sided Marketplace; Two-Sided Markets; Two-sided Network; Black Entrepreneurs; Black Leadership; African Americans; Circular; Peer-to-peer Markets; Furniture Industry; Furniture; Growth Hacking; Monetization Strategy; African-American Protagonist; Growth Management; Marketing Strategy; Entrepreneurship; Digital Platforms; Marketing Channels; Digital Marketing; Consumer Behavior; Acquisition; Growth and Development Strategy; Customer Focus and Relationships; E-commerce; Technology Industry; Technology Industry; Technology Industry; Technology Industry; United States; North America; New York (city, NY); New York (state, US)
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Israeli, Ayelet, and Jamie Merkrebs. "AptDeco: Circular Economy Furniture Marketplace." Harvard Business School Case 521-069, February 2021. (Revised March 2021.)
  • 2025
  • Working Paper

Enhancing Treatment Effect Prediction on Privacy-Protected Data: An Honest Post-Processing Approach

By: Ta-Wei Huang and Eva Ascarza
As firms increasingly rely on customer data for personalization, concerns over privacy and regulatory compliance have grown. Local Differential Privacy (LDP) offers strong individual-level protection by injecting noise into data before collection. While... View Details
Keywords: Targeted Intervention; Conditional Average Treatment Effect Estimation; Differential Privacy; Honest Estimation; Post-processing; Analytics and Data Science; Consumer Behavior; Marketing
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Huang, Ta-Wei, and Eva Ascarza. "Enhancing Treatment Effect Prediction on Privacy-Protected Data: An Honest Post-Processing Approach." Harvard Business School Working Paper, No. 24-034, December 2023. (Revised March 2025.)
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