Publications

SSRN

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

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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2025
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; Analytics and Data Science

27 Aug 2014
Lessons from the Classroom

Learning From Japan’s Remarkable Disaster Recovery

leadership in mobilizing people and resources in highly dynamic situations.” Each winter, 900 HBS students dispatch around the world to see businesses up close, learn what they can about how they are run, and share their own knowledge... View Details

Keywords: by Sean Silverthorne; Energy; Utilities; Retail

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

Video

4 Stages of the Design Thinking Process

Dec 13 2017
Testimonial

New Ways of Thinking

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

20 Dec 2022
Blog Post

Thinking About an MBA? Think About Your Purpose

Why get an MBA? Many of my students are excited to acquire the tools that will help them solve the complex challenges that await them in the business world. That is admirable, but I have found that my most successful students are also guided View Details

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

06 Dec 2020
News

Neera Tanden, Biden’s pick for budget chief, runs a think tank backed by corporate and foreign interests

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

Research Summary

Relative Thinking and Consumer Choice

By: Joshua R. Schwartzstein

Fixed differences appear smaller when compared to large differences. Professor Schwartzstein has proposed a model of relative thinking, in which a person weighs a given change by less when he compares it to a larger range. Relative thinking implies that a person is... 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

07 Sep 2022
News

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

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