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At first blush, the two-year-old online start-up Groupon seems a bit audacious. For starters, there's the news that the deal-of-the-day website...
- 2020
- Working Paper
The Value of Descriptive Analytics: Evidence from Online Retailers
By: Ron Berman and Ayelet Israeli
Does the adoption of descriptive analytics impact online retailer performance, and if so, how? We use the synthetic control method to analyze the staggered adoption of a retail analytics dashboard by more than 1,000 e-commerce websites, and find an increase of 13–20%...
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Keywords:
Descriptive Analytics;
Big Data;
Synthetic Control;
E-commerce;
Online Retail;
Web Sites;
Data And Data Sets;
Performance;
Retail Industry
Berman, Ron, and Ayelet Israeli. "The Value of Descriptive Analytics: Evidence from Online Retailers." Harvard Business School Working Paper, No. 21-067, November 2020.
- October 2020
- Case
Francisco Partners Private Credit Opportunity Fund
By: Luis M. Viceira, John D. Dionne, Soracha Prathanrasnikorn and Ari Sunshine
In April 2020, Scott Einsenberg, the Head of Credit at the private equity firm Francisco Partners, is deciding whether to go ahead with extending a private lending agreement to Eventbrite, Inc. (NYSE: EB), a leading global event management and online ticketing...
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- September 2020
- Article
Customer Supercharging in Experience-Centric Channels
By: David R. Bell, Santiago Gallino and Antonio Moreno
We conjecture that for online retailers, experience-centric offline store formats do not simply expand market coverage, but rather, serve to significantly amplify future positive customer behaviors, both online and offline. We term this phenomenon “supercharging” and...
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Keywords:
Retail Operations;
Marketing-operations Interface;
Omnichannel Retailing;
Experience Attributes;
Quasi-experimental Methods;
Operations;
online Technology;
Marketing Channels;
Consumer Behavior;
Retail Industry
Bell, David R., Santiago Gallino, and Antonio Moreno. "Customer Supercharging in Experience-Centric Channels." Management Science 66, no. 9 (September 2020).
- August 2020
- Case
PayPal: The Next Chapter
By: Michael Porter, Mark Kramer and Annelena Lobb
Can a social purpose and stakeholder capitalism confer a powerful competitive advantage in the age of COVID-19? For PayPal, the answer is yes. After spinning off from eBay in a 2015 IPO, the company declared its purpose as "democratizing financial services" by ensuring...
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Keywords:
Mission And Purpose;
Finance;
Business And Stakeholder Relations;
Social Entrepreneurship;
Competitive Advantage;
Financial Services Industry
Porter, Michael, Mark Kramer, and Annelena Lobb. "PayPal: The Next Chapter." Harvard Business School Case 721-378, August 2020.
- July–August 2020
- Article
Price Bargaining and Competition in Online Platforms: An Empirical Analysis of the Daily Deal Market
By: Lingling Zhang and Doug J. Chung
The prevalence of online platforms opens new doors to traditional businesses for customer reach and revenue growth. This research investigates platform choice in a setting where prices are determined by negotiations between platforms and businesses. We compile a unique...
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Keywords:
Business-to-business Marketing;
Platform Competition;
Two-sided Markets;
Price Bargaining;
Daily Deals;
Structural Model;
Two-sided Platforms;
Competition;
price;
Negotiation
Zhang, Lingling, and Doug J. Chung. "Price Bargaining and Competition in Online Platforms: An Empirical Analysis of the Daily Deal Market." Marketing Science 39, no. 4 (July–August 2020): 687–706.
- July 2020
- Teaching Note
Shindigz
By: Frank Cespedes
Teaching Note for HBS Case No. 819-010. Shindigz sells party and celebratory items through its branded direct online channel, third-party retail and wholesale channels, and online marketplaces. Shindigz has for decades successfully executed a premium-priced branded...
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- 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
Since its founding in 2005 in the United Arab Emirates (UAE), Property... View Details
- July 2020 (Revised November 2020)
- Case
Pricing at Netflix
By: Elie Ofek, Marco Bertini, Oded Koenigsberg and Amy Klopfenstein
Since its launch in 1998 as “the Amazon.com of DVDs,” Netflix had evolved from a DVD rental company to a video streaming platform and producer of original films and television shows. As the company matured, it regularly increased prices and adjusted its product...
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Keywords:
Pricing;
Marketing;
Marketing Strategy;
Entertainment;
Film Entertainment;
Television Entertainment;
Finance;
price;
Strategy;
Competition;
Competitive Strategy;
Business Strategy;
Adaptation;
Technology;
Internet;
online Technology;
Technology Platform;
Customers;
Customer Satisfaction;
Customer Value And Value Chain;
Entertainment And Recreation Industry;
North And Central America;
United States
Ofek, Elie, Marco Bertini, Oded Koenigsberg, and Amy Klopfenstein. "Pricing at Netflix." Harvard Business School Case 521-004, July 2020. (Revised November 2020.)
- June 2020 (Revised October 2020)
- Case
Muddy Waters vs. eHealth: The Debate of a 'Lifetime'
By: Jonas Heese and Cristo Liautaud
In May 2020, an analyst was assessing eHealth’s performance. eHealth was an online / tele-sales broker of health insurance products. The stock had recently hit all-time highs, closing at a peak of $146 on March 4, 2020. But now, May 4, 2020, eHealth traded at $103. The...
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Heese, Jonas, and Cristo Liautaud. "Muddy Waters vs. eHealth: The Debate of a 'Lifetime'." Harvard Business School Case 120-114, June 2020. (Revised October 2020.)
- 2020
- Working Paper
The Impact of Price on Firm Reputation
By: Michael Luca and Oren Reshef
While a business's reputation can impact its pricing, prices can also impact its reputation. To explore the effect of prices on reputation, we investigate daily data on menu prices and online ratings from a large rating and ordering platform. We find that a price...
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Luca, Michael, and Oren Reshef. "The Impact of Price on Firm Reputation." Harvard Business School Working Paper, No. 20-128, June 2020. (Revised December 2020.)
- March–April 2020
- Article
Pricing Policies that Protect your Brand
By: Ayelet Israeli and Eugene F. Zelek Jr.
When customers seek out online deals, it seems like a win for everybody: Brands, retailers, dealers, and distributors sell more goods, and buyers get a bargain. What's not to like? Here's the problem: Lured by rock-bottom online prices, customers often end up dealing...
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Israeli, Ayelet, and Eugene F. Zelek Jr. "Pricing Policies that Protect your Brand." Harvard Business Review 98, no. 2 (March–April 2020): 76–83.
- February 2020
- Case
StockX: The Stock Market of Things
By: Chiara Farronato, John J. Horton, Annelena Lobb and Julia Kelley
Founded in 2015 by Dan Gilbert, Josh Luber, and Greg Schwartz, StockX was an online platform where users could buy and sell unworn luxury and limited-edition sneakers. Sneaker resale prices often fluctuated over time based on supply and demand, creating a robust...
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Keywords:
Markets;
Auctions;
Bids And Bidding;
Demand And Consumers;
Consumer Behavior;
Data And Data Sets;
Market Design;
Market Platforms;
Two-sided Platforms;
Multi-sided Platforms;
Market Transactions;
Marketplace Matching;
Supply And Industry;
Analysis;
price;
Product Marketing;
Product Launch;
Apparel And Accessories Industry;
Fashion Industry;
North And Central America;
United States;
Michigan;
Detroit
Farronato, Chiara, John J. Horton, Annelena Lobb, and Julia Kelley. "StockX: The Stock Market of Things." Harvard Business School Case 620-062, February 2020.
- January 2020 (Revised April 2020)
- Teaching Note
Brandless: Disrupting Consumer Packaged Goods
By: Jill Avery
Brandless, an online direct-to-consumer seller of upscale private-label consumer packaged goods (CPG), offered consumers a limited assortment of values-conscious products delivered directly to their homes with the simplicity of one fixed $3.00 price point that promised...
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- 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...
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Keywords:
Language Translation;
Freelancers;
Entrepreneurship;
Human Resources;
Management;
Expansion;
Quality;
Growth And Development Strategy
Whillans, Ashley V., Esel Çekin, and Alpana Thapar. "Ureed.com: The Marketplace for Language." Harvard Business School Case 920-038, January 2020.
- 2020
- Working Paper
Consumer Protection in an Online World: An Analysis of Occupational Licensing
By: Chiara Farronato, Andrey Fradkin, Bradley Larsen and Erik Brynjolfsson
We study the effects of occupational licensing on consumer choices and market outcomes in a large online platform for residential home services. We exploit exogenous variation in the time at which licenses are displayed on the platform to identify the causal effects of...
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Keywords:
Occupational Licensing;
Consumer Protection;
Governing Rules, Regulations, And Reforms;
Consumer Behavior;
Decision Making;
Customer Satisfaction
Farronato, Chiara, Andrey Fradkin, Bradley Larsen, and Erik Brynjolfsson. "Consumer Protection in an Online World: An Analysis of Occupational Licensing." NBER Working Paper Series, No. 26601, January 2020.
- 2020
- Working Paper
Competition in Pricing Algorithms
By: Zach Y. Brown and Alexander MacKay
Increasingly, retailers have access to better pricing technology, especially in online markets. Using hourly data from five major online retailers, we show that retailers set prices at regular intervals that differ across firms. In addition, faster firms appear to use...
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Brown, Zach Y., and Alexander MacKay. "Competition in Pricing Algorithms." Harvard Business School Working Paper, No. 20-067, November 2019. (Revised December 2020. Direct download.)
- December 2019
- Article
The Impact of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment
By: Donald Ngwe, Kris J. Ferreira and Thales Teixeira
Many online stores are designed such that shoppers can easily access any available discounted products. We propose that deliberately increasing search frictions by placing small obstacles to locating discounted items can improve online retailers’ margins and even...
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Keywords:
E-commerce;
Online Retailing;
Friction;
Effor;
Search Costs;
Price Discrimination;
Marketing;
Consumer Behavior;
Strategy;
price;
Retail Industry;
Fashion Industry
Ngwe, Donald, Kris J. Ferreira, and Thales Teixeira. "The Impact of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment." Journal of Marketing Research (JMR) 56, no. 6 (December 2019): 944–959.
- October 2019 (Revised August 2020)
- Case
Souqalmal: The Choice Is Yours (A)
By: V.G. Narayanan and Alpana Thapar
This case describes how Ambareen Musa, Founder and CEO of Souqalmal, a Dubai-based online comparison aggregator of banking and insurance products launched her business in 2011 and rapidly grew it over next couple of years. However, by 2017, the Mauritian entrepreneur...
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Keywords:
Unit Economics;
Finance;
Accounting;
Competitive Strategy;
Financial Statements;
Insurance Industry;
Middle East
Narayanan, V.G., and Alpana Thapar. "Souqalmal: The Choice Is Yours (A)." Harvard Business School Case 120-028, October 2019. (Revised August 2020.)
- 2019
- Working Paper
Soul and Machine (Learning)
By: Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Alex Burnap, Tong Guo, Dokyun Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu and Hema Yoganarasimhan
Machine learning is bringing us self-driving cars, improved medical diagnostics, and machine translation, but can it improve marketing decisions? It can. Machine learning models predict extremely well, are scalable to “big data,” and are a natural fit to rich media...
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Proserpio, Davide, John R. Hauser, Xiao Liu, Tomomichi Amano, Alex Burnap, Tong Guo, Dokyun Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu, and Hema Yoganarasimhan. "Soul and Machine (Learning)." Harvard Business School Working Paper, No. 20-036, September 2019.
- September 2019
- Case
Gap, Inc., 2019
By: John R. Wells and Benjamin Weinstock
In 2000, The Gap, Inc. (Gap) was the world’s largest player in specialty fashion retailing, and companies such as Inditex of Spain, H&M of Sweden, and Fast Retailing of Japan were less than a quarter of Gap’s size. But after two decades of growth, Gap’s progress...
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Keywords:
Strategic Change;
Fashion;
Multinational;
Brands;
Competition;
Multinational Firms And Management;
Performance Improvement;
Management Teams;
Brands And Branding;
Change Management;
Strategy;
Retail Industry;
Fashion Industry;
Apparel And Accessories Industry;
Sweden;
Spain;
United States
Wells, John R., and Benjamin Weinstock. "Gap, Inc., 2019." Harvard Business School Case 720-377, September 2019.
Are you looking for?
At first blush, the two-year-old online start-up Groupon seems a bit audacious. For starters, there's the news that the deal-of-the-day website...