Publications

December 2009
Article

Who Owns Metrics?: Building a Bill of Rights for Online Advertisers

By: Benjamin Edelman

I offer five rights to protect advertisers from increasingly powerful ad networks-avoiding fraudulent charges for services not rendered, guaranteeing data portability so advertisers get the best possible value, and assuring price transparency so advertisers know what... View Details

Keywords: Online Advertising; Crime and Corruption; Price; Measurement and Metrics; Technology Networks; Value; Advertising Industry

Article

Distance and Political Boundaries: Estimating Border Effects under Inequality Constraints

By: Fernando Borraz, Alberto Cavallo, Roberto Rigobon and Leandro Zipitria

The border effects literature finds that political boundaries have a large impact on relative prices across locations. In this paper we show that the standard empirical specification suffers from selection bias, and propose a new methodology based on binned-quantile... View Details

Keywords: Border Effects; Prices

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November 2021
Article

Ratings, Reviews, and the Marketing of New Products

By: Itay P. Fainmesser, Dominique Olié Lauga and Elie Ofek

We study how user-generated content (UGC) about new products impacts a firm's advertising and pricing decisions and the effect on profits and market dynamics. We construct a two-period model where consumers value quality and are heterogeneous in their taste for the new... View Details

Keywords: Online Reviews; Product Ratings; Social Networks; Word Of Mouth; Pricing; User-generated Content; Advertising; Product Marketing; Price; Consumer Behavior; Product Positioning; Social Media

10 Feb 2022
Research & Ideas

Why Are Prices So High Right Now—and Will They Ever Return to Normal?

70 large retailers using PriceStats, a firm Cavallo co-founded in 2010. In all, researchers examined nearly 2 million products sold online and in brick-and-mortar stores in seven countries, including more than 777,000 in the United... View Details

Keywords: by Rachel Layne

August 2014 (Revised March 2015)
Case

Reinventing Retail: ShopRunner's Network Bet

By: Benjamin Edelman and Karen Webster

ShopRunner considers adjustments to improve its online shopping service which offers no-charge two-day shipping as well as easy returns and other conveniences. Competitors' diverse pricing models and ancillary benefits raise questions about how to structure and price... View Details

Keywords: Shopping Club; Coop; Pricing; Shipping; Marketing Channels; Global Strategy; Order Taking and Fulfillment; Information Technology Industry; Retail Industry; United States; China

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... View Details

Keywords: Ecommerce; Pricing; Price; Strategy; Decision Making; Distribution Channels; Brands and Branding; E-commerce; Consumer Products Industry

07 Apr 2016
Working Paper Summaries

Strategic Channel Selection with Online Platforms: An Empirical Analysis of the Daily Deal Industry

Keywords: by Lingling Zhang and Doug J. Chung; Retail

09 Dec 2015
Research Event

How Do You Predict Demand and Set Prices For Products Never Sold Before?

predictive and prescriptive analytics can be combined to develop a tactical decision-making tool that makes a big impact on the bottom line. For details about the research and the successful machine learning tool, see the paper “Analytics for an View Details

Keywords: by Carmen Nobel; Retail; Apparel & Accessories

April 2015 (Revised March 2017)
Case

Instacart and the New Wave of Grocery Startups

By: John Deighton and Leora Kornfeld

Instacart is testing an Uber-style solution to the challenge of building a home-delivered grocery business. It is backed by $220 million of venture funding. Will this model succeed where businessses like Webvan failed? What are the questions that this exploratory... View Details

Keywords: Food Retailing; Outsourced Grocery Delivery; Online Ordering; Dynamic Pricing; Data Analytics; Marketing Strategy; Food; Distribution Channels; Business Startups; Food and Beverage Industry; California

Web

Credential of Leadership, Impact, and Management in Business | HBS Online

dimensions, including price, length, and modality. CLIMB is a lower price point than most full-time MBA programs. CLIMB is approximately one year in duration, online, and asynchronous, whereas most full-time MBA programs are two years and... View Details

12 Apr 2022
Research & Ideas

Swiping Right: How Data Helped This Online Dating Site Make More Matches

objective criteria such as price or venue. But what happens when emotion fuels the process? Could it increase efficiency and engagement? Edward McFowland III, assistant professor at Harvard Business School, and his coauthors examine this... View Details

Keywords: by Kara Baskin

August 2016 (Revised August 2017)
Case

AnswerDash (Abridged)

By: Elie Ofek and Jeffrey D. Shulman

It is 2014 and AnswerDash, a startup backed by venture capital, has not seen the widespread adoption of their online self-service customer support solution that they were expecting based on early success in helping clients save and generate substantial amounts of... View Details

Keywords: Pricing; Economic Value Estimation; Price Metrics; Organizational Selling; Innovation Adoption; Business To Business; Marketing; Customer Lifetime Value; Venture Capital; Customer Relationship Management; Price; Marketing Strategy; Entrepreneurship; Technology Adoption; Business Startups; Sales; Innovation and Invention; Product Marketing; Financial Services Industry

June 2016 (Revised August 2017)
Case

AnswerDash

By: Elie Ofek and Jeffrey D. Shulman

It is 2014, and AnswerDash, a startup backed by venture capital, has not seen the widespread adoption of their online self-service customer support solution that they were expecting based on early success in helping clients save and generate substantial amounts of... View Details

Keywords: Pricing; Economic Value Estimation; Price Metrics; Organizational Selling; Innovation Adoption; Business To Business; Marketing; Customer Lifetime Value; Venture Capital; Customer Relationship Management; Price; Marketing Strategy; Entrepreneurship; Technology Adoption; Business Startups; Sales; Innovation and Invention; Product Marketing; Financial Services Industry

March 2007
Article

Internet Advertising and the Generalized Second Price Auction: Selling Billions of Dollars Worth of Keywords

By: Benjamin Edelman, Michael Ostrovsky and Michael Schwarz

We investigate the "generalized second-price" auction (GSP), a new mechanism used by search engines to sell online advertising. Although GSP looks similar to the Vickrey-Clarke-Groves (VCG) mechanism, its properties are very different. Unlike the VCG mechanism, GSP... View Details

Keywords: Auctions; Search Technology; Online Advertising; Strategy; Balance and Stability

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August 2012 (Revised July 2017)
Case

Netflix: Valuing a New Business Model

By: Francois Brochet, Suraj Srinivasan and Michael Norris

In autumn 2011, Netflix was working to right the ship after publicly stumbling through a price hike and strategic shift and then retreat. The company was changing its business model to focus on streaming video service rather than the DVDs by mail that had brought the... View Details

Keywords: Performance Measurement; Online Business; Asset Recognition; Accounting; Performance Evaluation; Online Technology; Motion Pictures and Video Industry; United States; Canada; Latin America; West Indies

26 Feb 2014
News

The First Five Years: Morgan Hermand-Waiche (MBA 2010)

share by offering designer-crafted lingerie at an incredible price with the convenience of online shopping." What have been the best and most challenging parts of starting and running Adore Me? "The best... View Details

Keywords: online shopping; fashion; Apparel Manufacturing; Manufacturing; Clothing and Clothing Accessories Stores; Retail Trade

July 2022 (Revised February 2024)
Teaching Note

The DivaCup: Navigating Distribution and Growth

By: Ayelet Israeli

Teaching Note for HBS Case No. 519-055. When the mother-daughter founders of DivaCup set out with a mission to disrupt the menstrual care industry with an innovative product form, they initially struggled to gain legitimacy and convince retailers to carry their unique... View Details

March 2019 (Revised April 2021)
Case

The DivaCup: Navigating Distribution and Growth

By: Ayelet Israeli

When the mother-daughter founders of DivaCup set out with a mission to disrupt the menstrual care industry with an innovative product form, they initially struggled to gain legitimacy and convince retailers to carry their unique product. Fifteen years later, the... View Details

March 2016 (Revised May 2018)
Case

Reinventing Best Buy

By: John R. Wells and Gabriel Ellsworth

On March 1, 2017, Best Buy Company, Inc., North America’s largest retailer of consumer electronics and appliances, announced a third year of comparable-store sales increases and a 20.8% increase in domestic comparable online sales. These results were in marked contrast... View Details

Keywords: Best Buy; Hubert Joly; Renew Blue; Showrooming; Webrooming; E-commerce; E-Commerce Strategy; Online Retail; Multichannel Retailing; Omnichannel; Marketplaces; Turnaround; Consumer Electronics; Consumer Electronics Accessories; Appliances; Stores-within-stores; Store Experience; Store Size; Store Pickup; Store Management; Delivery; Delivery Models; Amazon; Amazon.com; Pricing Strategy; Business Subsidiaries; Business Units; Business Growth and Maturation; Business Model; For-Profit Firms; Customer Focus and Relationships; Customer Satisfaction; Entertainment; Film Entertainment; Games, Gaming, and Gambling; Music Entertainment; Television Entertainment; Theater Entertainment; Price; Profit; Revenue; Geographic Scope; Multinational Firms and Management; Business History; Cost; Selection and Staffing; Reports; Technological Innovation; Job Cuts and Outsourcing; Human Capital; Leading Change; Business or Company Management; Goals and Objectives; Growth and Development; Growth and Development Strategy; Management Teams; Brands and Branding; Product Marketing; Consumer Behavior; Demand and Consumers; Media; Distribution; Order Taking and Fulfillment; Distribution Channels; Infrastructure; Product; Service Delivery; Service Operations; Organizational Change and Adaptation; Public Ownership; Problems and Challenges; Programs; Groups and Teams; Sales; Salesforce Management; Strategy; Adaptation; Business Strategy; Competition; Competitive Advantage; Competitive Strategy; Corporate Strategy; Expansion; Information Technology; Information Infrastructure; Information Technology; Internet and the Web; Mobile and Wireless Technology; Internet and the Web; Applications and Software; Internet and the Web; Mobile and Wireless Technology; Resource Allocation; Computer Industry; Electronics Industry; Entertainment and Recreation Industry; Information Technology Industry; Retail Industry; Service Industry; Technology Industry; Telecommunications Industry; Video Game Industry; United States; Minnesota; Minneapolis; Saint Paul; St. Paul