Publications

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01 Oct 2012
Research & Ideas

Better by the Bundle?

scenario where such a bundle was not offered. Total hardware sales were higher by approximately 100,000 units when bundles were offered. Much more surprising, the sales of software video games jumped by over... View Details

Keywords: by Dina Gerdeman

2016
Article

Learning By Contributing: Gaining Competitive Advantage Through Contributing to Public Goods

By: Frank Nagle

January 2015 (Revised April 2015)
Case

Zeal: Launching Personalized and Social Learning

By: John J-H Kim and Christine S. An

Set in 2014, this case follows John Danner and his team at Zeal as they consider their product development strategy. In February 2013, serial entrepreneurs John Danner and Sanjay Noronha co-found Zeal, an education technology start up providing a web-based, mobile... View Details

Keywords: Entrepreneurship; Education Technology; MVP; Product Development; Product Market Fit; Monetization Strategy; SaaS Business Models; Education; Personalized Learning

Educators

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Research Summary

Social Learning

One major area of my research is social learning: the ways and extent to which people discover what they want and need from the behavior and opinions of others. Social learning takes many forms. Probably most obvious is word of mouth—the advice and... View Details

03 Oct 2023
What Do You Think?

Do Leaders Learn More From Success or Failure?

(Jay Yuno/iStock) Harvard Business School Professor Amy Edmondson’s recent thought-provoking book, Right Kind of Wrong, makes a strong case for the notion that we often learn a lot from failure—and in some cases, perhaps even more than we... View Details

Keywords: by James Heskett

Forthcoming
Article

Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments

By: Kosuke Imai and Michael Lingzhi Li

Researchers are increasingly turning to machine learning (ML) algorithms to investigate causal heterogeneity in randomized experiments. Despite their promise, ML algorithms may fail to accurately ascertain heterogeneous treatment effects under practical settings with... View Details

Keywords: AI and Machine Learning; Mathematical Methods

January 2021
Article

Machine Learning for Pattern Discovery in Management Research

By: Prithwiraj Choudhury, Ryan Allen and Michael G. Endres

Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used for exploratory inductive or abductive research, or for post-hoc analysis of regression results to detect... View Details

Keywords: Machine Learning; Supervised Machine Learning; Induction; Abduction; Exploratory Data Analysis; Pattern Discovery; Decision Trees; Random Forests; Neural Networks; ROC Curve; Confusion Matrix; Partial Dependence Plots; AI and Machine Learning

2022
Working Paper

Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments

By: Kosuke Imai and Michael Lingzhi Li

Researchers are increasingly turning to machine learning (ML) algorithms to investigate causal heterogeneity in randomized experiments. Despite their promise, ML algorithms may fail to accurately ascertain heterogeneous treatment effects under practical settings with... View Details

Keywords: AI and Machine Learning; Mathematical Methods

20 Apr 2011
Research & Ideas

Blind Spots: We’re Not as Ethical as We Think

Think back to recent events when people making unethical decisions grabbed the headlines. How did auditors approve the books of Enron and Lehman Brothers? How did feeder funds sell Bernard Madoff's invesments? We would never act as they... View Details

Keywords: by Sean Silverthorne

27 Jun 2007
Lessons from the Classroom

Learning to Make the Move to CEO

bring back what they've learned to their organizations? "Graduates walk a fine line," Simons remarks. "On the one hand, it's not wise to come back with the attitude that they know it all and are ready to save the company.... View Details

Keywords: by Julia Hanna; Education

September 16, 2022
Article

Bored at Work? Learn to Manage It by Putting It to Work

By: Katherine Connolly Baden, Boris Groysberg and Heather Poco

Do you often feel bored at work or in life? Do you want to feel less bored? If so, what can you do to make that happen? Boredom has a bad rap, but is it really so bad? View Details

Keywords: Time Management; Emotions; Motivation and Incentives; Jobs and Positions

17 Jan 2007
Op-Ed

Learning from Private-Equity Boards

If Enron had been owned and controlled by a small group of private-equity investors, could the monitoring and control practices of a professionally run buyout shop have protected Enron's shareholders and employees from the problems that... View Details

Keywords: by Malcolm Salter; Financial Services

Article

From Thinking Too Little to Thinking Too Much: A Continuum of Decision Making.

By: Dan Ariely and Michael I. Norton

Due to the sheer number and variety of decisions that people make in their everyday lives-from choosing yogurts to choosing religions to choosing spouses-research in judgment and decision making has taken many forms. We suggest, however, that much of this research has... View Details

Keywords: Decision Making; Cognition and Thinking; Judgments; Research; Problems and Challenges

July–September 2020
Article

Innovation Contest: Effect of Perceived Support for Learning on Participation

By: Olivia Jung, Andrea Blasco and Karim R. Lakhani

Background: Frontline staff are well positioned to conceive improvement opportunities based on first-hand knowledge of what works and does not work. The innovation contest may be a relevant and useful vehicle to elicit staff ideas. However, the success of the... View Details

Keywords: Contest; Innovation; Employee Engagement; Organizational Learning; Health Care; Health Care Delivery; Innovation and Invention; Organizations; Learning; Employees; Perception; Health Care and Treatment

04 Jan 2011
Working Paper Summaries

The Learning Effects of Monitoring

Keywords: by Dennis Campbell, Marc Epstein & Francisco de Asis Martinez-Jerez; Entertainment & Recreation

08 Dec 2008
Research & Ideas

Thinking Twice About Supply-Chain Layoffs

one-standard-deviation increase in store labor brought about a 10 percent increase in profit margin. These findings ran contrary to the thinking of store managers that Ton interviewed. They consistently identified service quality as a top... View Details

Keywords: by Julia Hanna; Retail

28 Jan 2020
Book

Advanced Leadership Requires More Than Outside-The-Box Thinking

University, where senior and retired executives learn to develop leadership skills in the service of solving large social problems. Many of the examples in the book come from her experience leading that program. Sean Silverthorne: We’re... View Details

Keywords: by Sean Silverthorne

2020
Working Paper

Team Learning and Superior Firm Performance: A Meso-Level Perspective on Dynamic Capabilities

By: Jean-François Harvey, Henrik Bresman, Amy C. Edmondson and Gary P. Pisano

This paper proposes a team-based, meso-level perspective on dynamic capabilities. We argue that team-learning routines constitute a critical link between managerial cognition and organization-level processes of sensing, seizing, and reconfiguring. We draw from the... View Details

Keywords: Dynamic Capabilities; Innovation; Strategic Change; Teams; Team Learning; Groups and Teams; Learning; Innovation and Invention; Change; Performance

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