Publications

November 2009
Article

Neural Mechanisms of Social Influence

By: Malia Mason, Rebecca Dyer and Michael I. Norton

The present investigation explores the neural mechanisms underlying the impact of social influence on preferences. We socially tagged symbols as valued or not-by exposing participants to the preferences of their peers-and assessed subsequent brain activity during an... View Details

Keywords: Power and Influence; Value; Information; Outcome or Result

June 2007
Article

Merchant or Two-Sided Platform?

By: Andrei Hagiu

This paper provides a first pass at clarifying the economic tradeoffs between two polar strategies for market intermediation: the "merchant" mode, in which the intermediary buys from sellers and resells to buyers; and the "two-sided platform" mode, under which the... View Details

Keywords: Merchants; Two-sided Platforms; Intermediaries; Two-Sided Markets; Digital Platforms

2011
Working Paper

When Smaller Menus Are Better: Variability in Menu-Setting Ability

Are large menus better than small menus? Recent literature argues that individuals' apparent preference for smaller menus can be explained by choosers' behavioral biases or informational limitations. These explanations imply that absent behavioral or informational... View Details

Keywords: Experience and Expertise; Decision Choices and Conditions; Investment; Investment Portfolio; Size; Quality

Article

How Do Fairness Definitions Fare? Examining Public Attitudes Towards Algorithmic Definitions of Fairness

By: Nripsuta Saxena, Karen Huang, Evan DeFilippis, Goran Radanovic, David C. Parkes and Yang Liu

What is the best way to define algorithmic fairness? While many definitions of fairness have been proposed in the computer science literature, there is no clear agreement over a particular definition. In this work, we investigate ordinary people’s perceptions of three... View Details

Keywords: Fairness; Decision Making; Perception; Attitudes; Public Opinion

18 May 2007
Working Paper Summaries

An Empirical Approach to Understanding Privacy Valuation

Keywords: by Luc Wathieu & Allan Friedman

2011
Working Paper

Discretion Within the Constraints of Opportunity: Gender Homophily and Structure in a Formal Organization

By: Adam M. Kleinbaum, Toby E. Stuart and Michael L. Tushman

Homophily in social relations is widely documented. We know that homophily results from both individual preferences and uneven opportunities for interaction, but how these two mechanisms interact in formal organizations is not well understood. We argue that... View Details

Keywords: Interactive Communication; Analytics and Data Science; Organizational Structure; Partners and Partnerships; Behavior; Internet and the Web; Theory; Information Technology Industry

2014
Article

Unequality: Who Gets What and Why It Matters

By: Michael I. Norton

Who should get what, and what are the consequences? Economic inequality in the United States has been rising for decades, yet only recently have behavioral scientists explored two central questions surrounding the optimal level of inequality. First, what are the... View Details

Keywords: Inequality; Ethics; Productivity; Gambling; Equality and Inequality; Fairness; Income; Performance Productivity; United States

2012
Chapter

The Confederacy of Heterogeneous Software Organizations and Heterogeneous Developers: Field Experimental Evidence on Sorting and Worker Effort

By: Kevin J. Boudreau and Karim R. Lakhani

Software development occurs in a patchwork or "confederacy" of different types of institutions (universities, small start-ups, multinational enterprises, government agencies, etc.) utilizing varied work approaches. Here we speculate on one possible explanation for this... View Details

Keywords: Innovation and Invention; Applications and Software; Product Development; Organizations; Employees; Behavior; Competition; Cooperation; Creativity; Information Technology Industry

Summer 2014
Article

When Does a Platform Create Value by Limiting Choice?

By: Ramon Casadesus-Masanell and Hanna Halaburda

We present a theory for why it might be rational for a platform to limit the number of applications available on it. Our model is based on the observation that even if users prefer application variety, applications often also exhibit direct network effects. When there... View Details

Keywords: Platform Governance; Direct Network Effects; Indirect Network Effects; Complements; Tragedy Of The Commons; Equilibrium Selection; Coordination; Foresight; Strategy; Value Creation; Digital Platforms; Balance and Stability; Decision Choices and Conditions; Consumer Behavior; Applications and Software; Network Effects

SSRN

January–February 2025
Article

What People Still Get Wrong About Negotiations: They Assume the Size of the Pie Is Fixed—and So Miss Opportunities to Create Value

By: Max H. Bazerman

Most executives leave value on the negotiating table, for two main reasons: First, many executives mistakenly believe that they’re negotiating over a fixed pie and that gains for one side necessarily mean losses for the other. Second, they focus exclusively on how to... View Details

Keywords: Negotiation Offer; Negotiation Tactics; Value; Communication; Trust

Register to Read

07 Oct 2015
HBS Seminar

Florian Ederer, Assistant Professor of Economics, Yale School of Management

February 1997 (Revised April 1998)
Case

first direct (A)

By: Jeffrey F. Rayport

Describes the operations and strategy of the world's largest, fastest growing branchless bank. Using a person-to-person interface over conventional phone lines, First Direct provides standard banking and related financial products to nearly 700,000 customers throughout... View Details

Keywords: Service Delivery; Customer Satisfaction; Banks and Banking; Innovation and Invention; Banking Industry; United Kingdom

Educators

Purchase

October 2020 (Revised May 2023)
Exercise

SenseAim Technologies: Pricing to Win

By: Elie Ofek, Eyal Biyalogorsky, Marco Bertini and Oded Koenigsberg

This exercise serves to help students understand the proper role and use of costs in a firm’s pricing decisions. The exercise is designed such that the learning of students evolves across a classroom session, starting from understanding which costs are relevant when... View Details

Keywords: Pricing Decisions; Cost; Information; Price; Decision Making

Purchase

24 Mar 2023
Blog Post

Answering Your Questions About the 2+2 Program

As we approach the 2+2 application deadline, we wanted to answer some of your most common questions about the 2+2 program. We hope this information is useful as you finalize your applications in the next few weeks! We also encourage you... View Details

26 Jul 2004
Research & Ideas

A Better Way to Negotiate: Backward

preferred outcome and think in reverse about how to get there. Here are the basic steps: 1. Draw a "map" of the parties who are currently involved and those who might potentially get onboard, along with their interests and their... View Details

Keywords: by James K. Sebenius

19 Dec 2023
Blog Post

Answering Your Questions About the HBS MBA Application

As we approach the next application deadline, we have noticed a few common questions from prospective students regarding the HBS MBA application. Check out the top 5 questions we get from applicants and the top 3 questions we wish we received, below. We hope this View Details

10 Aug 2015
Research & Ideas

Why a Federal Rule on CEO Pay Disclosure May Get You In Trouble With Customers

Here's a tip for companies looking to woo customers away from the competition: Besides advertising fair prices for your products, try advertising fair wages for your employees. Recent research from Harvard Business School indicates that shoppers View Details

Keywords: by Carmen Nobel; Retail

January 2021
Article

Veil-of-Ignorance Reasoning Mitigates Self-Serving Bias in Resource Allocation During the COVID-19 Crisis

By: Karen Huang, Regan Bernhard, Netta Barak-Corren, Max Bazerman and Joshua D. Greene

The COVID-19 crisis has forced healthcare professionals to make tragic decisions concerning which patients to save. Furthermore, the COVID-19 crisis has foregrounded the influence of self-serving bias in debates on how to allocate scarce resources. A utilitarian... View Details

Keywords: Self-serving Bias; Procedural Justice; Bioethics; COVID-19; Fairness; Health Pandemics; Resource Allocation; Decision Making

May 2021 (Revised February 2024)
Teaching Note

THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)

By: Ayelet Israeli and Jill Avery

THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on... View Details

Keywords: Data; Data Analytics; Artificial Intelligence; AI; AI Algorithms; AI Creativity; Fashion; Retail; Retail Analytics; E-Commerce Strategy; Platform; Platforms; Big Data; Preference Elicitation; Predictive Analytics; App Development; ＂Marketing Analytics＂; Advertising; Mobile App; Mobile Marketing; Apparel; Online Advertising; Referral Rewards; Referrals; Female Ceo; Female Entrepreneur; Female Protagonist; Analytics and Data Science; Analysis; Creativity; Marketing Strategy; Brands and Branding; Consumer Behavior; Demand and Consumers; Forecasting and Prediction; Marketing Channels; Digital Marketing; Internet and the Web; Mobile and Wireless Technology; AI and Machine Learning; E-commerce; Digital Platforms; Fashion Industry; Retail Industry; Apparel and Accessories Industry; Consumer Products Industry; United States