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  • February 2012 (Revised January 2013)
  • Case

The New York Times Paywall

By: Vineet Kumar, Bharat Anand, Sunil Gupta and Felix Oberholzer-Gee
On March 28, 2011, The New York Times website became a restricted site where most of the content was protected behind a "paywall." Users who exceeded the limit of 20 free articles per month were required to pay for either a digital or print subscription. The newspaper... View Details
Keywords: Newspapers; Strategy; Journalism and News Industry; Journalism and News Industry
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Kumar, Vineet, Bharat Anand, Sunil Gupta, and Felix Oberholzer-Gee. "The New York Times Paywall." Harvard Business School Case 512-077, February 2012. (Revised January 2013.)
  • January 2021
  • Exercise

E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

By: Ayelet Israeli and Fedor (Ted) Lisitsyn
The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details
Keywords: Data Analysis; Data Analytics; CPG; Consumer Packaged Goods (CPG); Online Channel; Retail Analytics; Retail; Retailing Industry; Data; Data Sharing; Ecommerce; CRM; Loyalty Management; Assortment Planning; Assortment Optimization; Lifetime Value (LTV); Analytics and Data Science; Analysis; Retention; E-commerce; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer." Harvard Business School Exercise 521-079, January 2021.
  • Other Article

The Market That Wasn't: The Non-emergence of the Online Grocery Category

By: Chad Navis, Greg Fisher, Ryan Raffaelli and Mary Ann Glynn
We examine the non-emergence of a potential new market category. In the late 1990s the entrepreneurial firms that attempted to sell groceries online attracted significant resources, made meaningful technological advancements and generated immense publicity, yet online... View Details
Keywords: Internet and the Web; Food; Emerging Markets; Service Industry; Food and Beverage Industry
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Navis, Chad, Greg Fisher, Ryan Raffaelli, and Mary Ann Glynn. "The Market That Wasn't: The Non-emergence of the Online Grocery Category." Proceedings of the Frontiers in Managerial and Organizational Cognition Conference 1 (September 2012).
  • Winter 2016
  • Article

Analytics for an Online Retailer: Demand Forecasting and Price Optimization

By: Kris J. Ferreira, Bin Hong Alex Lee and David Simchi-Levi
We present our work with an online retailer, Rue La La, as an example of how a retailer can use its wealth of data to optimize pricing decisions on a daily basis. Rue La La is in the online fashion sample sales industry, where they offer extremely limited-time... View Details
Keywords: Internet and the Web; Price; Forecasting and Prediction; Revenue; Sales; Retail Industry
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Ferreira, Kris J., Bin Hong Alex Lee, and David Simchi-Levi. "Analytics for an Online Retailer: Demand Forecasting and Price Optimization." Manufacturing & Service Operations Management 18, no. 1 (Winter 2016): 69–88.
  • September 2016
  • Article

Do Display Ads Influence Search?: Attribution and Dynamics in Online Advertising

By: Pavel Kireyev, Koen Pauwels and Sunil Gupta
As firms increasingly rely on online media to acquire consumers, marketing managers feel comfortable justifying higher online marketing spending by referring to online metrics such as click-through rate (CTR) and cost per acquisition (CPA). However, these standard... View Details
Keywords: Internet and the Web; Digital Marketing
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Kireyev, Pavel, Koen Pauwels, and Sunil Gupta. "Do Display Ads Influence Search? Attribution and Dynamics in Online Advertising." International Journal of Research in Marketing 33, no. 3 (September 2016): 475–490.
  • October 2000 (Revised November 2000)
  • Case

New Economy Ethics: YouKnowIt.com

By: Joseph L. Badaracco Jr. and Kim Slack
Entrepreneur Janice Schwartz is hoping to grow her start-up company by creating a technical advisory board and compensating members with discounted company stock. Schwartz is considering six candidates that can help her online education company in a variety of ways: as... View Details
Keywords: Business Startups; Crime and Corruption; Customers; Entrepreneurship; Venture Capital; Governing and Advisory Boards; Media; Networks; Internet
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Badaracco, Joseph L., Jr., and Kim Slack. "New Economy Ethics: YouKnowIt.com." Harvard Business School Case 301-050, October 2000. (Revised November 2000.)
  • 2013
  • Working Paper

Do Display Ads Influence Search?: Attribution and Dynamics in Online Advertising

By: Sunil Gupta
As firms increasingly rely on online media to acquire consumers, marketing managers feel comfortable justifying higher online marketing spend by referring to online metrics such as click-through rate (CTR) and cost per acquisition (CPA). However, these standard online... View Details
Keywords: Internet and the Web; Digital Marketing
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Kireyev, Pavel, Koen Pauwels, and Sunil Gupta. "Do Display Ads Influence Search? Attribution and Dynamics in Online Advertising." Harvard Business School Working Paper, No. 13-070, February 2013.
  • 28 Feb 2013
  • Working Paper Summaries

Do Display Ads Influence Search? Attribution and Dynamics in Online Advertising

Keywords: by Pavel Kireyev, Koen Pauwels & Sunil Gupta; Advertising
  • July 2020 (Revised September 2020)
  • Case

Property Finder's Strategy for Online Classifieds in the MENA Region

By: Krishna G. Palepu, Gamze Yucaoglu and Fares Khrais
The case opens in 2020 as Michael Lahyani, founder and CEO of Property Finder, Dubai’s leading online real estate classifieds portal, contemplates the company’s five-year growth strategy.
Since its founding in 2005 in the United Arab Emirates (UAE), Property... View Details
Keywords: General Business; Real Estate; Entrepreneurship; Property; Strategy; Emerging Markets; Growth Management; Online Technology; Real Estate Industry; Technology Industry; United Arab Emirates; Saudi Arabia; Egypt; Turkey
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Palepu, Krishna G., Gamze Yucaoglu, and Fares Khrais. "Property Finder's Strategy for Online Classifieds in the MENA Region." Harvard Business School Case 321-009, July 2020. (Revised September 2020.)
  • June 2016
  • Article

Understanding Online Hotel Reviews Through Automated Text Analysis

By: Shawn Mankad, Hyunjeong "Spring" Han, Joel Goh and Srinagesh Gavirneni
Customer reviews submitted at Internet travel portals are an important yet underexplored new resource in obtaining feedback on customer experience for the hospitality industry. These data are often voluminous and unstructured, presenting analytical challenges for... View Details
Keywords: Hotel Reviews; Natural Language Processing; Information Technology; Service Operations; Accommodations Industry; Moscow
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Mankad, Shawn, Hyunjeong "Spring" Han, Joel Goh, and Srinagesh Gavirneni. "Understanding Online Hotel Reviews Through Automated Text Analysis." Service Science 8, no. 2 (June 2016): 124–138.
  • 11 Sep 2018
  • First Look

New Research and Ideas, September 11, 2018

Conference Proceedings More Amazon Effects: Online Competition and Pricing Behaviors By: Cavallo, Alberto Abstract—I study how online competition, with its shrinking margins, algorithmic pricing... View Details
Keywords: Dina Gerdeman
  • 02 Apr 2012
  • Research & Ideas

Do Online Dating Platforms Help Those Who Need Them Most?

Over the past decade, socially-focused websites have attracted hundreds of millions of users and changed the social fabric in fundamental ways. The likes of eHarmony and Match.com enable us meet new people. Platforms including Facebook,... View Details
Keywords: by Carmen Nobel; Technology
  • August 2014
  • Case

Netflix in 2011

By: Willy Shih and Stephen Kaufman
Reed Hastings founded Netflix to provide a home movie service that would do a better job satisfying customers than the traditional retail rental model. But as it encountered challenges it underwent several major strategy shifts, ultimately developing a business model... View Details
Keywords: Netflix; DVD; DVD-by-mail; Streaming; Online Entertainment; Online Video; Disruptive Innovation; Innovation and Management; Innovation Strategy; Business Model; Disruption; Operations; Service Operations; Entertainment; Film Entertainment; Television Entertainment; Media; Strategy; Business or Company Management; Competitive Strategy; Competitive Advantage; Corporate Strategy; Expansion; Technology; Technology Adoption; Technology Platform; Web; Entertainment and Recreation Industry; United States
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Shih, Willy, and Stephen Kaufman. "Netflix in 2011." Harvard Business School Case 615-007, August 2014.
  • January–February 2014
  • Article

The New Patterns of Innovation

By: Rashik Parmar, Ian Mackenzie, David Cohn and David Gann
The search for new business ideas—and models—is hit-or-miss at most firms. Tackling the problem systematically, of course, will improve the odds of success. Traditional ways of framing this search examine competencies, customer needs, and shifts in the landscape. This... View Details
Keywords: Value Creation; Information Technology; Innovation and Invention
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Parmar, Rashik, Ian Mackenzie, David Cohn, and David Gann. "The New Patterns of Innovation." Harvard Business Review 92, nos. 1-2 (January–February 2014): 86–95.
  • 30 Oct 2018
  • First Look

New Research and Ideas, October 30, 2018

lifetimes, this book looks at the past of green business to identify lessons for the future. It provides rich new evidence and insights on green business as it examines its variation between industries and nations over time. It shows the... View Details
Keywords: Dina Gerdeman
  • March 2016 (Revised May 2018)
  • Case

ASOS PLC

By: John R. Wells and Gabriel Ellsworth
Launched in 2000, ASOS was one of the world’s largest online fashion specialists in 2018. Focusing on young consumers aged 16–25 years, the company offered over 85,000 items on its websites, many times more than the largest fashion stores, and added several thousand... View Details
Keywords: ASOS; AsSeenOnScreen; Online Fashion; Online Apparel; Nick Beighton; Nick Robertson; E-commerce; E-Commerce Strategy; Online Retail; Multichannel Retailing; Omnichannel; Social Media; Marketplaces; Shipping; Advertising; Digital Marketing; Business Growth and Maturation; Business Model; Business Startups; For-Profit Firms; Customer Focus and Relationships; Age; Gender; Currency Exchange Rate; Profit; Revenue; Geography; Geographic Scope; Global Range; Global Strategy; Globalized Firms and Management; Globalized Markets and Industries; Business History; Selection and Staffing; Journals and Magazines; Human Capital; Business or Company Management; Crisis Management; Goals and Objectives; Growth and Development; Growth and Development Strategy; Growth Management; Management Succession; Brands and Branding; Marketing Channels; Marketing Communications; Marketing Strategy; Product Positioning; Social Marketing; Media; Distribution; Distribution Channels; Order Taking and Fulfillment; Infrastructure; Logistics; Public Ownership; Problems and Challenges; Strategy; Adaptation; Business Strategy; Competition; Competitive Strategy; Corporate Strategy; Expansion; Vertical Integration; Segmentation; Internet and the Web; Mobile and Wireless Technology; Apparel and Accessories Industry; Fashion Industry; Retail Industry; United Kingdom; England; London
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Wells, John R., and Gabriel Ellsworth. "ASOS PLC." Harvard Business School Case 716-449, March 2016. (Revised May 2018.)
  • May–June 2024
  • Article

Setting Gendered Expectations? Recruiter Outreach Bias in Online Tech Training Programs

By: Jacqueline N. Lane, Karim R. Lakhani and Roberto Fernandez
Competence development in digital technologies, analytics, and artificial intelligence is increasingly important to all types of organizations and their workforce. Universities and corporations are investing heavily in developing training programs, at all tenure... View Details
Keywords: Prejudice and Bias; Gender; Training; Recruitment; Personal Development and Career
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Lane, Jacqueline N., Karim R. Lakhani, and Roberto Fernandez. "Setting Gendered Expectations? Recruiter Outreach Bias in Online Tech Training Programs." Organization Science 35, no. 3 (May–June 2024): 911–927.
  • 2023
  • Working Paper

Setting Gendered Expectations? Recruiter Outreach Bias in Online Tech Training Programs

By: Jacqueline N. Lane, Karim R. Lakhani and Roberto Fernandez
Competence development in digital technologies, analytics, and artificial intelligence is increasingly important to all types of organizations and their workforce. Universities and corporations are investing heavily in developing training programs, at all tenure... View Details
Keywords: STEM; Selection and Staffing; Gender; Prejudice and Bias; Training; Equality and Inequality; Competency and Skills
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Lane, Jacqueline N., Karim R. Lakhani, and Roberto Fernandez. "Setting Gendered Expectations? Recruiter Outreach Bias in Online Tech Training Programs." Harvard Business School Working Paper, No. 23-066, April 2023. (Accepted by Organization Science.)
  • April 2006 (Revised April 2007)
  • Case

Endeca Technologies: New Growth Opportunities

By: Paul A. Gompers and Kristin Perry
Steve Papa, CEO of Endeca Technologies, must decide whether to expand into a new market with a new application of his company's technology. Endeca has experienced significant success with its information access software in the online retail industry, and in September... View Details
Keywords: Decision Choices and Conditions; Market Entry and Exit; Production; Organizational Structure; Partners and Partnerships; Opportunities; Expansion; Internet and the Web; Applications and Software; Information Technology Industry
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Gompers, Paul A., and Kristin Perry. "Endeca Technologies: New Growth Opportunities." Harvard Business School Case 206-041, April 2006. (Revised April 2007.)
  • 12 Mar 2006
  • Research & Ideas

New Research Explores Multi-Sided Markets

Andrei Hagiu is on the vanguard of a new field of business research that explores the dynamics of multi-sided markets. Although these markets have been around a long time, they have not really been recognized as entities unique from other... View Details
Keywords: by Sean Silverthorne; Technology
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