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- All HBS Web
(2,111)
- People (3)
- News (387)
- Research (1,174)
- Events (18)
- Multimedia (6)
- Faculty Publications (460)
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- March 2018
- Article
Scraped Data and Sticky Prices
By: Alberto Cavallo
I use daily prices collected from online retailers in five countries to study the impact of measurement bias on three common price stickiness statistics. Relative to previous results, I find that online prices have longer durations, with fewer price changes close to... View Details
Keywords: Online Data; Scraped Data; Sticky Prices; Scanner Data; Consumer Price Index; Price; Data and Data Sets
Cavallo, Alberto. "Scraped Data and Sticky Prices." Review of Economics and Statistics 100, no. 1 (March 2018): 105–119.
- 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
- 05 Mar 2019
- Working Paper Summaries
The Impacts of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment
- 02 Apr 2012
- Research & Ideas
Do Online Dating Platforms Help Those Who Need Them Most?
identify potential partners in the offline world, and the online worlds are helping them do that, thereby potentially equalizing access to romantic relationships.” Harvard Business School Associate Professor Mikolaj Piskorski has studied... View Details
- November 23, 2022
- Article
The Sinister Logic of Hidden Online Fees
By: Michael Luca
Luca, Michael. "The Sinister Logic of Hidden Online Fees." Wall Street Journal (online) (November 23, 2022).
- March 17, 2021
- Other Article
Beyond Pajamas: Sizing Up the Pandemic Shopper
By: Ayelet Israeli, Eva Ascarza and Laura Castrillo
A first look at how the COVID-19 pandemic impacted e-commerce apparel shopping in the US and the UK. Extensive analysis and interactive graphics utilizing millions of transactions.
While the pandemic is still playing out, our preliminary investigations... View Details
While the pandemic is still playing out, our preliminary investigations... View Details
Keywords: Retail; Retail Analytics; Consumer; Pandemic; COVID; COVID-19; Apparel; Ecommerce; Online Shopping; Online Apparel; Online Sales; Returns; CRM; Customer Retention; Customer Experience; Customer Value; Digital; Customer Focus and Relationships; Customers; Health Pandemics; Consumer Behavior; Customer Relationship Management; Internet and the Web; Behavior; E-commerce; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States; United Kingdom
Israeli, Ayelet, Eva Ascarza, and Laura Castrillo. "Beyond Pajamas: Sizing Up the Pandemic Shopper." Harvard Business School Working Knowledge (March 17, 2021).
- 07 Oct 2008
- Working Paper Summaries
Securing Online Advertising: Rustlers and Sheriffs in the New Wild West
- June 2010
- Article
The Pathologies of Online Display Advertising Marketplaces
By: Benjamin Edelman
Display advertising marketplaces place "banner" ads on all manner of popular sites. While these services are widely used, they suffer significant challenges, including weak user response and low accountability for both advertisers and web site publishers. I survey a... View Details
Keywords: Misleading and Fraudulent Advertising; Online Advertising; Cost; Corporate Accountability; Information Publishing; Consumer Behavior; Relationships; Web Sites
Edelman, Benjamin. "The Pathologies of Online Display Advertising Marketplaces." Art. 2. ACM SIGecom Exchanges (June 2010).
- 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.
- June 2009
- Article
Highbrow Films Gather Dust: Time-inconsistent Preferences and Online DVD Rentals
By: Katherine L. Milkman, Todd Rogers and Max H. Bazerman
We report on a field study demonstrating systematic differences between the preferences people anticipate they will have over a series of options in the future and their subsequent revealed preferences over those options. Using a novel panel data set, we analyze the... View Details
Keywords: Decision Choices and Conditions; Forecasting and Prediction; Film Entertainment; Demand and Consumers; Renting or Rental; Power and Influence; Prejudice and Bias; Online Technology; Motion Pictures and Video Industry
Milkman, Katherine L., Todd Rogers, and Max H. Bazerman. "Highbrow Films Gather Dust: Time-inconsistent Preferences and Online DVD Rentals." Management Science 55, no. 6 (June 2009): 1047–1059.
- May–June 2025
- Article
Algorithmic Assortment Curation: An Empirical Study of Buybox in Online Marketplaces
By: Santiago Gallino, Nil Karacaoglu and Antonio Moreno
Most online sales worldwide take place in marketplaces that connect sellers and buyers. The presence of numerous third-party sellers leads to a proliferation of listings for each product, making it difficult for customers to choose between the available options. Online... View Details
Keywords: Algorithms; Marketplaces; Marketplace Matching; E-commerce; Demand and Consumers; Customer Focus and Relationships; Market Participation; Technology Adoption
Gallino, Santiago, Nil Karacaoglu, and Antonio Moreno. "Algorithmic Assortment Curation: An Empirical Study of Buybox in Online Marketplaces." Manufacturing & Service Operations Management 27, no. 3 (May–June 2025): 917–934.
- 07 Apr 2022
- Research & Ideas
Giving Back: Consumers Care More About How Companies Donate Than How Much
giving campaign was manipulated, consumers continued to prefer the brand they felt gave a larger percentage of profits to those giving a larger sum of money. In that study, shoppers considering an online... View Details
Keywords: by Pamela Reynolds
- 23 Mar 2015
- Research & Ideas
It’s Called ‘Price Coherence,’ and It’s Surprisingly Bad for Consumers
Consumers often have the following choice: Either buy something directly from a retailer, or buy it indirectly through an intermediary, which partners with the retailer to attract more buyers. Think purchasing a plane ticket straight from... View Details
- 30 May 2018
- Research & Ideas
Should Retailers Match Their Own Prices Online and in Stores?
to consumers who invoke the price match in the store. Meanwhile, if the retailer has a competitive rival that doesn’t self-match, that rival will often raise its online price as well—and both retailers then... View Details
- 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.)
- October 2011
- Supplement
Online Marketing at Big Skinny — slide supplement
By: Benjamin Edelman and Scott Duke Kominers
Slide Supplement for 911-034 View Details
Keywords: Consumer Products Industry
- 15 May 2007
- Working Paper Summaries
I’ll Have the Ice Cream Soon and the Vegetables Later: Decreasing Impatience over Time in Online Grocery Orders
- Article
From TV to Web: Content Strategies for Ads That Drive Online Sales
By: Thales S. Teixeira
Consumers have become avid media multitaskers, moving seamlessly between their TVs and digital devices. Shorter TV commercials have reduced both the quantity and quality of consumer attention during prime-time viewing hours. In this new media environment, can TV... View Details
Keywords: TV Advertising; Multitasking; Infotainment; Television; Prime Time; Advertising; Online Advertising; Advertising Industry
Teixeira, Thales S. "From TV to Web: Content Strategies for Ads That Drive Online Sales." IESE Insight, no. 23 (Fourth Quarter 2014): 54–61.
- 12 Aug 2008
- Op-Ed
Google-Yahoo Ad Deal is Bad for Online Advertising
The Subcommittee: My name is Benjamin Edelman. I am an assistant professor at the Harvard Business School, where my research focuses on the design of electronic marketplaces, including designing online marketplaces to assure safety,... View Details
- 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).