Publications

September 2016
Article

Do Display Ads Influence Search?: Attribution and Dynamics in Online Advertising

By: Pavel Kireyev, Koen Pauwels and Sunil Gupta

As firms increasingly rely on online media to acquire consumers, marketing managers feel comfortable justifying higher online marketing spending by referring to online metrics such as click-through rate (CTR) and cost per acquisition (CPA). However, these standard... View Details

Keywords: Internet and the Web; Digital Marketing

2013
Working Paper

Do Display Ads Influence Search?: Attribution and Dynamics in Online Advertising

By: Sunil Gupta

As firms increasingly rely on online media to acquire consumers, marketing managers feel comfortable justifying higher online marketing spend by referring to online metrics such as click-through rate (CTR) and cost per acquisition (CPA). However, these standard online... View Details

Keywords: Internet and the Web; Digital Marketing

March 2022
Teaching Note

Farfetch: Digital Transformation for Luxury Brands

By: Jill Avery and Sunil Gupta

Teaching Note for HBS Case No. 522-051. Farfetch, a global luxury technology platform and digital marketplace had been surfing the wave of digital transformation in the luxury fashion industry since 2008. While the company’s stock price and market valuation had... View Details

Keywords: Brand Management; Retailing; Two Sided Markets; SaaS; Online Marketing; Marketing; Marketing Channels; Brands and Branding; Luxury; Digital Transformation; E-commerce; Digital Marketing; Retail Industry; Fashion Industry; London; United Kingdom; Portugal

June 2015 (Revised January 2017)
Case

Accor: Strengthening the Brand with Digital Marketing

By: Jill Avery, Chekitan S. Dev and Peter O'Connor

Accor, the world's leading hotel operator with a portfolio of fourteen hospitality brands (including Sofitel and Novotel) in 92 countries, prided itself on living up to its motto, "To open new frontiers in hospitality." Accor was indeed contemplating how to do just... View Details

Keywords: Digital; Hospitality; Branding; Brand Management; Marketing; Brands and Branding; Marketing Channels; Marketing Communications; Marketing Strategy; E-commerce; Accommodations Industry; Travel Industry; Tourism Industry; Europe; France

27 Jun 2019
Working Paper Summaries

The Effect of Payment Choices on Online Retail: Evidence from the 2016 Indian Demonetization

Keywords: by Chaithanya Bandi, Toni Moreno, Donald Ngwe, and Zhiji Xu; Retail

25 May 2018
Working Paper Summaries

Trust and Disintermediation: Evidence from an Online Freelance Marketplace

Keywords: by Grace Gu and Feng Zhu; Service

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

Keywords: General Business; Real Estate; Entrepreneurship; Property; Strategy; Emerging Markets; Growth Management; Online Technology; Real Estate Industry; Technology Industry; United Arab Emirates; Saudi Arabia; Egypt; Turkey

19 Jan 2021
Working Paper Summaries

The Value of Descriptive Analytics: Evidence from Online Retailers

Keywords: by Ron Berman and Ayelet Israeli; Retail; Technology

Article

Landing the First Job: The Value of Intermediaries in Online Hiring

By: Christopher Stanton and Catherine Thomas

Online markets for remote labor services allow workers and firms to contract with each other directly. Despite this, intermediaries—called outsourcing agencies—have emerged in these markets. This paper shows that agencies signal to employers that inexperienced workers... View Details

Keywords: Marketplace Matching; Agency Theory

April 2021 (Revised July 2021)
Case

StockX: The Stock Market of Things (Abridged)

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... View Details

28 Feb 2013
Working Paper Summaries

Do Display Ads Influence Search? Attribution and Dynamics in Online Advertising

Keywords: by Pavel Kireyev, Koen Pauwels & Sunil Gupta; Advertising

2022
Working Paper

Getting on the Map: The Impact of Online Listings on Business Performance

By: Michael Luca, Abhishek Nagaraj and Gauri Subramani

We evaluate the extent to which small businesses maintain an online presence, looking at restaurant listings on a major online review platform. While the majority of restaurants have an online presence, we find that roughly 18 percent in our sample have no presence as... View Details

Keywords: Small Business; Internet and the Web; Revenue; Digital Marketing; Food and Beverage Industry

August 2023
Case

Kariyer.net: Recruiting AI

By: Shunyuan Zhang, Fares Khrais and Namrata Arora

In 2017, Fatih Uysal (AMP 2021) became CEO of Kariyer.net. By then, the business was already the industry leading online job board in Turkey. However, faced with stalling growth, a turbulent macroenvironment, and growing competition from international players, Uysal... View Details

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

2008
Working Paper

Securing Online Advertising: Rustlers and Sheriffs in the New Wild West

By: Benjamin Edelman

Read the news of recent computer security guffaws, and it's striking how many problems stem from online advertising. Advertising is the bedrock of web sites that are provided without charge to end users, so advertising is everywhere. But advertising security gaps... View Details

Keywords: Misleading and Fraudulent Advertising; Online Advertising; Crime and Corruption; Ethics

September 2009
Article

Deterring Online Advertising Fraud Through Optimal Payment in Arrears

By: Benjamin Edelman

Online advertisers face substantial difficulty in selecting and supervising small advertising partners. Fraud can be well hidden, and limited reputation systems reduce accountability. But partners are not paid until after their work is complete, and advertisers can... View Details

Keywords: Cost Management; Misleading and Fraudulent Advertising; Profit; Online Advertising; Advertising Industry

06 Apr 2007
What Do You Think?

Will Market Forces Stop Global Warming?

Summing Up Debate on this month's questions occurred on at least three levels. Is global warming occurring? Do humans (primarily through CO2 emissions) have much to do with it? Should we rely on market forces to provide appropriate... View Details

Keywords: by Jim Heskett; Energy; Utilities

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