Publications

17 Dec 2014
Research & Ideas

How Our Brain Determines if the Product is Worth the Price

typing a dollar amount into an online form. Surprisingly, the average willingness-to-pay amount was slightly lower in cases where they had viewed the price first. This indicates that if retailers want to... View Details

Keywords: by Carmen Nobel; Retail

30 Nov 2016
Op-Ed

Where Could More Regulation Help Small Businesses? Online Lending.

apply for a business loan they’re left in the dark. Lack of universal disclosure in business lending is particularly worrisome amidst the rise of online lending as loans originated online can bear high View Details

Keywords: by Karen Mills and Brayden McCarthy; Financial Services

25 Aug 2018
News

The Other Amazon Effect: How Prices Have Become Less Insulated From Supply Shocks

16 Oct 2018
Working Paper Summaries

Shipping Fees and Product Assortment in Online Retail

Keywords: by Chaoqun Chen and Donald Ngwe; Retail

November 2021 (Revised December 2021)
Supplement

PittaRosso (B): Human and Machine Learning

By: Ayelet Israeli

This case supplements the "PittaRosso: Artificial Intelligence-Driven Pricing and Promotion" case, and provides major highlights on what happened at the company since the first case. View Details

Web

Business Fundamentals Course - CORe | HBS Online

business decisions Implement analytical techniques in Excel Develop effective pricing strategies Identify sources of competitive advantage through differentiation Evaluate the financial health of a business using financial statements... View Details

01 Dec 2015
News

Faculty Q&A: The Price Is Right

What intrigued you about the pay-what-you-want (PWYW) model? It’s very unusual for a firm or a seller to completely relinquish pricing power to their customers. Typically consumers encounter a price, and then they decide whether or not... View Details

Keywords: Julia Hanna

09 Dec 2015
Research Event

When Hosts Attack: The Competitive Threat of Online Platforms

In the online marketplace, oodles of retailers and developers rely on “platforms” such as Amazon.com, the Apple App Store, Facebook, and Twitter to get their products and services into the hands of users. Retailers, for example, sell... View Details

Keywords: by Carmen Nobel; Retail; Technology; Web Services

August 2018 (Revised February 2019)
Case

Shindigz

By: Frank Cespedes

Shindigz provides party and celebratory items for various occasions and events through its branded online channel, through third-party retail and wholesale channels, and external online marketplaces. The case focuses on pricing challenges facing a venture with an... View Details

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

2025
Working Paper

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; E-commerce; Sales; Digital Marketing; Internet and the Web; Customer Satisfaction

SSRN

Research Summary

Overview

By: Ayelet Israeli

Professor Israeli utilizes econometric methods and field experiments to study data driven decision making in marketing context. Her research focuses on data-driven marketing, with an emphasis on how businesses can leverage their own data, customer data, and market data... View Details

Keywords: Channel Management; Pricing; Pricing Policies; Online Marketing; E-commerce; Analytics; Econometrics; Field Experiments; Data Analytics; Artificial Intelligence; Value Of Data

Web

Corporate Training Programs | HBS Online

learning experience, resulting in an 85% completion rate across all courses. Impact 8 out of 10 participants surveyed say taking an HBS Online course impacted their professional lives for the better. Discounted View Details

05 Mar 2009
Working Paper Summaries

CPC/CPA Hybrid Bidding in a Second Price Auction

Keywords: by Benjamin Edelman & Hoan Soo Lee

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

November 23, 2022
Article

The Sinister Logic of Hidden Online Fees

By: Michael Luca

Keywords: Consumer Behavior; E-commerce; Price

Register to Read

06 Mar 2019
News

Tesla’s Online Selling Is a Big Bet on Millennials

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

05 Mar 2019
Working Paper Summaries

The Impacts of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment

Keywords: by Donald Ngwe, Kris J. Ferreira, and Thales Teixeira; Retail; Apparel & Accessories; Consumer Products

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