Publications

Educators

April 2019 (Revised April 2021)
Case

Wayfair

By: Jeffrey F. Rayport, Susie L. Ma and Matthew G. Preble

In 2016 Niraj Shah and Steve Conine, founders of online home goods retailer Wayfair, are faced with a decision about how to improve user experience on their e-commerce sites. A key driver of consumer interest and conversion to purchase in the home category is visual... View Details

Keywords: Visual Assets; Corporate Entrepreneurship; Decision Making; Business or Company Management; Growth Management; Innovation and Invention; Operations; Strategy; Technology; Retail Industry; Service Industry; United States; Massachusetts

Educators

June 2014
Case

Starbucks Coffee Company: Transformation and Renewal

By: Nancy F. Koehn, Kelly McNamara, Nora N. Khan and Elizabeth Legris

Starbucks Coffee Company: Transformation and Renewal analyzes the turnaround and reconstruction of Starbucks Coffee Company from 2008 to 2014 as led by CEO and co-founder Howard Schultz. The case offers executives and students an opportunity to examine in depth how... View Details

Educators

June 2023 (Revised October 2024)
Teaching Note

Clash of Two Giants Simulation Exercise Teaching Note

By: Feng Zhu

Teaching Note for HBS Case No. 623-092. Many markets are organized around platforms that connect consumers with complimentary applications and services. These platforms are two-sided because both sides—consumers and those providing applications or services—need access... View Details

Keywords: Platform Strategy; Customer Acquisition; Technology Platform; Competitive Strategy; Network Effects; Digital Platforms; Management Skills

January–February 2025
Article

Want Your Company to Get Better at Experimentation?: Learn Fast by Democratizing Testing

By: Iavor Bojinov, David Holtz, Ramesh Johari, Sven Schmit and Martin Tingley

For years, online experimentation has fueled the innovations of leading tech companies, enabling them to rapidly test and refine new ideas, optimize product features, personalize user experiences, and maintain a competitive edge. The widespread availability and lower... View Details

Keywords: Technological Innovation; AI and Machine Learning; Analytics and Data Science; Product Development; Competitive Advantage

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16 Dec 2022
Research & Ideas

Why Technology Alone Can't Solve AI's Bias Problem

efficacy of algorithms, the researchers set up an online experiment with more than 1,000 participants who were told to imagine they were employers hiring on TaskRabbit for one of three jobs—shoppers, event staffers, or moving workers. The... View Details

Keywords: by Michael Blanding; Technology

03 Jun 2013
Research & Ideas

The Power of Rituals in Life, Death, and Business

Norton, an associate professor in the Marketing unit at Harvard Business School. "But we didn't know if the ritual caused the healing." “We see in every culture—and throughout history—that people who perform rituals report feeling better." What followed... View Details

Keywords: by Carmen Nobel

08 Dec 2021
Blog Post

The Drive to Succeed: Silvio Memme (MBA 2020) and the Transition to Venture Capital

As a child, Silvio Memme (MBA 2020) had a big dream – to one day design engines for Ferrari. While naysayers told him to be realistic, Memme took that advice to mean he would need to pour himself into this goal for it to become a reality.... View Details

2021
Working Paper

Does Social Media Cause Polarization? Evidence from Access to Twitter Echo Chambers during the 2019 Argentine Presidential Debate

By: Rafael Di Tella, Ramiro H. Gálvez and Ernesto Schargrodsky

We study how two groups, those inside vs. those outside echo chambers, react to a political event when we vary social media status (Twitter). Our treatments mimic two strategies often suggested as a way to limit polarization on social media: they expose people to... View Details

Keywords: Political Polarization; Political Elections; Internet and the Web; Attitudes; Social Media; Argentina

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Research Summary

Overview

Over the last decade, technology companies like Amazon, Google, and Netflix have pioneered data-driven research and development processes centered on massive experimentation. However, as companies increase the breadth and scale of their experiments to millions of... View Details

December 1994 (Revised February 1995)
Case

Anne Livingston and Power Max Systems (A): Interviewing with the PowerPlayer Software Engineering Team

Follows the entry and early experiences of engineer Anne Livingston, an African American woman, as she joins Power Max Systems in 1991 as software engineering manager for the new product development group. Power Max is facing stiff competition and wants to be first to... View Details

Keywords: Race; Personal Development and Career; Organizational Culture; Gender; Information Technology Industry

Professor Yoshino holds the Herman C. Krannert Chair in Business Administration at the Harvard Business School and is a Director of Research. He specializes in global strategy and management, competitive strategy, and general management. A founding member of the... View Details

April 12, 2023
Article

Using AI to Adjust Your Marketing and Sales in a Volatile World

By: Das Narayandas and Arijit Sengupta

Why are some firms better and faster than others at adapting their use of customer data to respond to changing or uncertain marketing conditions? A common thread across faster-acting firms is the use of AI models to predict outcomes at various stages of the customer... View Details

Keywords: Forecasting and Prediction; AI and Machine Learning; Consumer Behavior; Technology Adoption; Competitive Advantage

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28 Feb 2018
HBS Seminar

Kartik Hosanagar, Wharton, University of Pennsylvania

August 2020
Article

Workplace Knowledge Flows

By: Jason Sandvik, Richard Saouma, Nathan Seegert and Christopher Stanton

We conducted a field experiment in a sales firm to test whether improving knowledge flows between coworkers affects productivity. Our design allows us to compare different management practices and to isolate whether frictions to knowledge transmission primarily reside... View Details

Keywords: Knowledge Sharing; Interpersonal Communication; Employees; Performance Productivity; Sales; Motivation and Incentives

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2025
Working Paper

How Does Wage Inequality Affect the Labor Movement

By: Barbara Biasi, Zoë B. Cullen, Julia H. Gilman and Nina Roussille

This paper provides causal evidence on how wage inequality among workers affects the labor movement using three complementary research designs: a vignette experiment with union organizers, a natural policy experiment that increased wage inequality among Wisconsin... View Details