Publications

01 Sep 2015
News

Harvard’s Next Frontier

John A. Paulson (MBA 1980), founder and president of the investment management firm Paulson & Co., has made the largest gift in the University’s history—a $400 million endowment to support the School of Engineering and Applied Sciences (SEAS), which will be renamed the... View Details

Keywords: Drew Faust

28 Apr 2015
News

Sir Peter Ogden: Making A Difference

October 2006 (Revised February 2007)
Background Note

How Media Choices are Changing Online Advertising

By: Stephen P. Bradley and Nancy Bartlett

What is the response by advertisers as media consumption moves to the digital medium? Provides an overview of online advertising in mid-2006 and discusses the impact of an increasingly fractured media landscape and its accompanying expanding advertising options. View Details

Keywords: Digital Marketing; News; Media; Emerging Markets; Internet and the Web; Perspective; Disruption; Journalism and News Industry

Educators

Fast Answer

Field Course: Private Equity Projects and Ecosystems: Company, Industry, Market and Transaction Research

Research Topics Suggested Resources Private Equity - Funds, Firms, Transactions, etc. Pitchbook
Information on companies, deals, funds,... View Details

September 2020 (Revised June 2023)
Supplement

Spreadsheet Supplement to Artea Teaching Note

By: Eva Ascarza and Ayelet Israeli

Spreadsheet Supplement to Artea Teaching Note 521-041. This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and... View Details

Keywords: Targeted Advertising; Algorithmic Data; Bias; Advertising; Race; Gender; Diversity; Marketing; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Technology Industry; Technology Industry; Technology Industry; United States

September 2020 (Revised July 2022)
Exercise

Artea (D): Discrimination through Algorithmic Bias in Targeting

By: Eva Ascarza and Ayelet Israeli

This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The... View Details

Keywords: Targeted Advertising; Discrimination; Algorithmic Data; Bias; Advertising; Race; Gender; Marketing; Diversity; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Technology Industry; Technology Industry; Technology Industry; United States

01 Dec 2013
News

Curing Health Care

athenahealth "Patients' health information is either on paper and isolated or electronic and isolated," Bush tells the assembled crowd, his voice rising. That this little thing remains so difficult in the Internet age, often because many... View Details

Keywords: Ambulatory Health Care Services; Health, Social Assistance; Management; Colleges, Universities, and Professional Schools; Educational Services

May 1986
Case

Data Administration in Citibank Brazil (A): The Competitive Advantage

By: Shoshana Zuboff

Keywords: Banks and Banking; Information Management; Competitive Advantage; Banking Industry; Brazil

2025
Working Paper

Is Love Blind? AI-Powered Trading with Emotional Dividends

By: De-Rong Kong and Daniel Rabetti

We leverage the non-fungible tokens (NFTs) setting to assess the valuation of emotional dividends (LOVE), a long-standing empirical challenge in private-value markets such as art, antiques, and collectibles. Having created and validated our proxy, we use deep learning... View Details

Keywords: NFTs; Non-fungible Tokens; AI and Machine Learning; Valuation; Financial Markets

SSRN

July 2024
Article

AI, ROI, and Sales Productivity

By: Frank V. Cespedes

Artificial intelligence (AI) is now a loose term for many different things and at the peak of its hype curve. So managers hitch-their-pitch to the term in arguing for resources. But like any technology, its business value depends upon actionable use cases embraced by... View Details

Keywords: ROI; AI and Machine Learning; Sales; Investment Return

2023
Working Paper

Corporate Website-based Measures of Firms' Value Drivers

By: Wei Cai, Dennis Campbell and Patrick Ferguson

We develop and validate new text-based measures of firms’ financial and non-financial value drivers. Using the Wayback Machine to access public US firms’ archived websites from 1995-2020, we scrape text from corporate homepages. We use Kaplan and Norton’s (1992)... View Details

Keywords: Value; Corporate Strategy; Accounting; Analytics and Data Science

24 Apr 2023 - 27 Apr 2023
Conference Presentation

Diversity, Equity, & Inclusion: The Paradoxical Effect & Impact on Security

By: J. Carlos Vega, Hise O. Gibson, Nicole Gilmore and Larry Whiteside Jr.

Diversity, Equity, & Inclusion (DEI) is necessary to create the world class teams we need to defend against advanced threats and adversaries; however, the approach that most take often fails spectacularly. The panel challenges the current practices, the failings, and... View Details

Keywords: Diversity; Cybersecurity; Corporate Social Responsibility and Impact

June 2022
Article

The Welfare Effects of Peer Entry in the Accommodation Market: The Case of Airbnb and the Accommodation Industry

By: Chiara Farronato and Andrey Fradkin

We study the effects of enabling peer supply through Airbnb in the accommodation industry. We present a model of competition between flexible and dedicated sellers—peer hosts and hotels—who provide differentiated products. We estimate this model using data from major... View Details

Keywords: Peer To Peer; Airbnb; Digital Platforms; Market Entry and Exit; Competition; Accommodations Industry

March 16, 2021
Article

From Driverless Dilemmas to More Practical Commonsense Tests for Automated Vehicles

By: Julian De Freitas, Andrea Censi, Bryant Walker Smith, Luigi Di Lillo, Sam E. Anthony and Emilio Frazzoli

For the first time in history, automated vehicles (AVs) are being deployed in populated environments. This unprecedented transformation of our everyday lives demands a significant undertaking: endowing complex autonomous systems with ethically acceptable behavior. We... View Details

Keywords: Automated Driving; Public Health; Artificial Intelligence; Transportation; Health; Ethics; Policy; AI and Machine Learning

Spring 2020
Article

The Basic Economics of Internet Infrastructure

By: Shane Greenstein

The internet's structure and operations remain invisible to most economists. What determines the economic value of internet infrastructure and the incentives to improve it? What are the open research questions for the most salient policy issues? This article reviews... View Details

Keywords: Internet and the Web; Infrastructure; Operations; Economics; Value

October 14, 2019
Article

Designing Better Online Review Systems

By: Geoff Donaker, Hyunjin Kim and Michael Luca

Online reviews are transforming the way consumers choose products and services of all sorts. We turn to TripAdvisor to plan a vacation, Zocdoc to find a doctor, and Yelp to choose a new restaurant. Reviews can create value for buyers and sellers alike, but only if they... View Details

Keywords: Reviews; Internet and the Web; Design; Quality; Reputation

September 2015 (Revised February 2020)
Case

Managing Consumer Touchpoints at Nissan Japan

By: Thales Teixeira, Nobuo Sato and Akiko Kanno

In 2015, Nissan was third place in the Japanese auto market, behind Toyota and Honda. The challenge of increasing market share was that 80% of car shoppers who were non-Nissan owners did not consider Nissan during their purchase process. This process involved three... View Details

Keywords: Nissan; Automobiles; Cars; Touch Points; Digital Marketing; Internet and the Web; Marketing Channels; Advertising; Auto Industry; Japan

Educators

2013
Working Paper

Visualizing and Measuring Enterprise Architecture: An Exploratory BioPharma Case

By: Robert Lagerstrom, Carliss Baldwin, Alan MacCormack and David Dreyfus

We test a method that was designed and used previously to reveal the hidden internal architectural structure of software systems. The focus of this paper is to test if it can also uncover new facts about the components and their relationships in an enterprise... View Details

Keywords: Complexity; Applications and Software; Product Design; Pharmaceutical Industry