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- All HBS Web (1,312)
- Faculty Publications (267)
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- 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
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.
- June 2002 (Revised September 2005)
- Case
Online Music Distribution in a Post-Napster World
By: Youngme E. Moon
Provides a description of the rise and decline of Napster, the free Internet music-swapping service. Also describes second-generation peer-to-peer services (e.g., Gnutella) as well as paid subscription services (e.g., MusicNet, pressplay). View Details
Keywords: Distribution; Internet and the Web; Price; Marketing Channels; Service Operations; Music Industry
Moon, Youngme E. "Online Music Distribution in a Post-Napster World." Harvard Business School Case 502-093, June 2002. (Revised September 2005.)
- 07 Oct 2008
- Working Paper Summaries
Securing Online Advertising: Rustlers and Sheriffs in the New Wild West
- October 1999 (Revised November 1999)
- Case
Wit Capital: Evolution of the Online Investment Bank
Wit Capital brings democracy to the IPO process via the World Wide Web. This case encourages debate about the role service will play in this technology-intermediated investment bank and the sources and sustainability of its competitive advantage. View Details
Keywords: Initial Public Offering; Service Delivery; Competitive Advantage; Investment Banking; Web; Banking Industry
Hallowell, Roger H., and Tonicia C. Hampton. "Wit Capital: Evolution of the Online Investment Bank." Harvard Business School Case 800-145, October 1999. (Revised November 1999.)
- 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
Shih, Willy, and Stephen Kaufman. "Netflix in 2011." Harvard Business School Case 615-007, August 2014.
- Article
Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy
By: Edward Glaeser, Andrew Hillis, Scott Duke Kominers and Michael Luca
The proliferation of big data makes it possible to better target city services like hygiene inspections, but city governments rarely have the in-house talent needed for developing prediction algorithms. Cities could hire consultants, but a cheaper alternative is to... View Details
Keywords: User-generated Content; Operations; Tournaments; Policy-making; Machine Learning; Online Platforms; Analytics and Data Science; Mathematical Methods; City; Infrastructure; Business Processes; Government and Politics
Glaeser, Edward, Andrew Hillis, Scott Duke Kominers, and Michael Luca. "Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 114–118.
- 2015
- Government Testimony
Price Coherence in Online Platforms — Impact and Responses
By: Benjamin Edelman and Julian Wright
We examine the role of price coherence in shaping market structure and offer policy recommendations to advance both efficiency and equity. View Details
Keywords: Price Coherence; Price Parity; MFN; Distribution Channels; Market Design; Travel Industry; Financial Services Industry
Edelman, Benjamin, and Julian Wright. "Price Coherence in Online Platforms — Impact and Responses." Government Testimony, October 2015 (For the House of Lords inquiry into Online Platforms and the EU Digital Single Market.)
- December 2015 (Revised February 2016)
- Case
Ocado
By: José Alvarez, David E. Bell and Damien McLoughlin
In 2015, U.K.-based Ocado was the world's largest pure player in the online home-delivery grocery business and was gaining a growing share of the highly competitive U.K. grocery market. Ocado had made heavy investments in technology, including a highly automated... View Details
Keywords: Ocado; Grocery; Retail; Online Grocery; Supermarket; Delivery Models; Service Models; United Kingdom; Technology; Operations Management; Digital Platforms; Competition; Internet and the Web; Service Operations; Service Delivery; Supply Chain; Marketing; Retail Industry; Food and Beverage Industry; United Kingdom
- Other Article
Online Discounting: Who is Leading the Race to the Bottom?
By: Ayelet Israeli, Eric Anderson and Anne Coughlan
A short review of the finidings in: Israeli, Ayelet, Eric Anderson, and Anne Coughlan. "Minimum Advertised Pricing: Patterns of Violation in Competitive Retail Markets." Marketing Science 35, no. 4 (July–August 2016): 539–564. View Details
Keywords: Pricing; Price Policies; Pricing Policies; Discounting; Retailing; Retailing Industry; Minimum Advertised Price; Ecommerce; E-Commerce Strategy; Price; Distribution Channels; Distribution; Digital Marketing; E-commerce; Retail Industry; Technology Industry; Advertising Industry; United States
- May 2021 (Revised August 2021)
- Supplement
Zara: An Integrated Store and Online Model (A) and (B)
By: Antonio Moreno and Anibha Singh
- February 2021
- Article
How Transparency into Internal and External Responsibility Initiatives Influences Consumer Choice
By: Ryan W. Buell and Basak Kalkanci
Amid growing calls for transparency and social and environmental responsibility, companies are employing different strategies to improve consumer perceptions of their brands. Some pursue internal initiatives that reduce their negative social or environmental impacts... View Details
Keywords: Sustainable Operations; Corporate Social Responsibility; Operational Transparency; Corporate Social Responsibility and Impact; Operations; Environmental Sustainability; Consumer Behavior; Perception
Buell, Ryan W., and Basak Kalkanci. "How Transparency into Internal and External Responsibility Initiatives Influences Consumer Choice." Management Science 67, no. 2 (February 2021): 932–950.
- 05 Mar 2019
- Working Paper Summaries
The Impacts of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment
- May 2021 (Revised February 2025)
- Teaching Note
Zara: An Integrated Store and Online Model (A) and (B)
By: Antonio Moreno and Anibha Singh
Teaching Note for HBS Case Nos. 620-073 and 620-074. View Details
Keywords: Stores; Integration; Operations; Business Model; Strategy; E-commerce; Retail Industry; Fashion Industry; Europe
- December 2023
- Article
What Can Stockouts Tell Us About Inflation? Evidence from Online Micro Data
By: Alberto Cavallo and Oleksiy Kryvtsov
We use a detailed micro dataset on product availability and stockouts to construct a direct high-frequency measure of consumer product shortages during the 2020-2022 pandemic. We document a widespread multi-fold rise in stockouts in nearly all sectors early in the... View Details
Keywords: Prices; Stockouts; Inventories; Supply Disruptions; COVID-19 Pandemic; Supply Chain; Product; Demand and Consumers
Cavallo, Alberto, and Oleksiy Kryvtsov. "What Can Stockouts Tell Us About Inflation? Evidence from Online Micro Data." Journal of International Economics 146 (December 2023).
- Article
Channel Integration, Sales Dispersion, and Inventory Management
By: Santiago Gallino, Antonio Moreno and Ioannis Stamatopoulos
We study the effects of the introduction of cross-channel functionalities on the overall sales dispersion of retailers and the implications of these effects for inventory management. To do that, we analyze data from a leading U.S. retailer who introduced a... View Details
Keywords: Retail Operations; Online Retail; Channel Integration; Sales Dispersion; Long Tail; Empirical Operations; Inventory Management; Omnichannel Retail; Marketing Channels; Integration; Sales; Logistics; Operations; Management; Retail Industry
Gallino, Santiago, Antonio Moreno, and Ioannis Stamatopoulos. "Channel Integration, Sales Dispersion, and Inventory Management." Management Science 63, no. 9 (September 2017): 2813–2831.
- November 2015 (Revised April 2018)
- Case
Flipkart (A): Transitioning to a Marketplace Model
By: Das Narayandas, Sunil Gupta and Rachna Tahilyani
In 2015, Sachin and Binny Bansal, co-founders of India’s largest e-commerce company, are wondering if it is time to move from a hybrid model to a full marketplace. While Amazon runs a hybrid model, Alibaba operates a marketplace. In addition, Flipkart has been losing... View Details
Keywords: Marketplaces; Online Retail; Digital Platforms; Internet and the Web; Business Model; Growth and Development Strategy; Emerging Markets; E-commerce; Retail Industry; India
Narayandas, Das, Sunil Gupta, and Rachna Tahilyani. "Flipkart (A): Transitioning to a Marketplace Model." Harvard Business School Case 516-017, November 2015. (Revised April 2018.)
- 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
Wells, John R., and Gabriel Ellsworth. "ASOS PLC." Harvard Business School Case 716-449, March 2016. (Revised May 2018.)
- 2025
- Article
Educating Students and Professionals on the Business Implications of Climate Change
As climate change poses unprecedented challenges and opportunities, the private sector must play a pivotal role in both adaptation and mitigation efforts. This article discusses the new Harvard Business School Online course, Business and Climate Change, designed to... View Details
Keywords: Climate Impact; Online Courses; Online Education; Decarbonization; Mitigation Policies; Climate Risk; Climate Change; Risk Management; Science; Policy; Business Education; Adaptation
Toffel, Michael W. "Educating Students and Professionals on the Business Implications of Climate Change." Global Focus: The EFMD Business Magazine 192, no. 2 (2025): 29–32.
- February 2015 (Revised March 2022)
- Case
Quincy Apparel (A)
By: Thomas R. Eisenmann and Lisa Mazzanti
Quincy Apparel designs, manufactures and sells work apparel for young professional women that offers the fit and feel of high-end brands at a lower price. In late 2012, Quincy's cofounders are debating how to approach a crucial board meeting. Their seed-stage startup... View Details
Keywords: Retail; Failure; Online Retail; Women's Apparel; Business Startups; Business Plan; Business Model; Entrepreneurship; Production; E-commerce; Retail Industry; Technology Industry; Fashion Industry; New York (city, NY)
Eisenmann, Thomas R., and Lisa Mazzanti. "Quincy Apparel (A)." Harvard Business School Case 815-067, February 2015. (Revised March 2022.)
- Article
The Cost Structure, Customer Profitability, and Retention Implications of Self-Service Distribution Channels: Evidence from Customer Behavior in an Online Banking Channel
By: Dennis Campbell and Frances X. Frei
This paper uses the context of online banking to investigate the consequences of employing self-service distribution channels to alter customer interactions with the firm. Using a sample of retail banking customers observed over a 30-month period at a large U.S. bank,... View Details
Keywords: Cost; Service Operations; Distribution Channels; Consumer Behavior; Internet and the Web; Banks and Banking; Technology Adoption; Service Delivery; Market Transactions; Market Participation; Profit; Retail Industry; Banking Industry; United States
Campbell, Dennis, and Frances X. Frei. "The Cost Structure, Customer Profitability, and Retention Implications of Self-Service Distribution Channels: Evidence from Customer Behavior in an Online Banking Channel." Management Science 56, no. 1 (January 2010): 4–24. (Lead Article.)