Publications

18 Oct 2022
Research & Ideas

When Bias Creeps into AI, Managers Can Stop It by Asking the Right Questions

can amplify bias. Some companies try to address the issue by making sure that their algorithms don’t use data on protected characteristics such as race or gender. Yet, eliminating factors like race from an algorithm doesn’t address the... View Details

Keywords: by Rachel Layne

08 May 2020
In Practice

Nonprofits Hurt by COVID-19 Must Hoard Cash to Hold On

Trelstad: Hold virtual fundraising events and engage loyal donors Organizations need to think quickly and practically about cash flows and revise their scenarios for getting through the crisis and then a less optimistic 2021 scenario.... View Details

Keywords: by Danielle Kost

2012
Working Paper

Prominent Job Advertisements, Group Learning and Wage Dispersion

By: Julio J. Rotemberg

A model is presented in which people base their labor search strategy on the average wage and the average unemployment duration of people who belong to their peer group. It is shown that, if the distribution of wage offers is not stationary so lower wage offers tend to... View Details

Keywords: Wages; Job Offer; Job Search; Advertising

November 2023
Case

Open Source Machine Learning at Google

By: Shane Greenstein, Martin Wattenberg, Fernanda B. Viégas, Daniel Yue and James Barnett

Set in early 2023, the case exposes students to the challenges of managing open source software at Google. The case focuses on the challenges for Alex Spinelli, Vice President of Product Management for Core Machine Learning. He must set priorities for Google’s efforts... View Details

Keywords: Decision Choices and Conditions; Technological Innovation; Open Source Distribution; Strategy; AI and Machine Learning; Applications and Software; Technology Industry; United States

Educators

Purchase

September 1985
Background Note

Pre-Start Analysis: A Framework for Thinking About Business Ventures

By: Howard H. Stevenson and John R. Van Slyke

Describes the thought process an entrepreneur should undergo before committing to a course of action. Covers understanding the opportunity--assessing the critical skills, resources, relationships, and approvals--developing an action plan; forming a business entity;... View Details

Keywords: Business Ventures; Entrepreneurship; Framework; Growth and Development Strategy; Management Skills; Resource Allocation

Educators

Purchase

19 Jun 2017
Working Paper Summaries

Learning to Manage: A Field Experiment in the Indian Startup Ecosystem

Keywords: by Aaron Chatterji, Solene Delecourt, Sharique Hasan, and Rembrand Koning; Technology

June 1996 (Revised January 2000)
Case

McKinsey & Co.: Managing Knowledge and Learning

By: Christopher A. Bartlett

Describes the development of McKinsey & Co. as a worldwide management consulting firm from 1926 to 1996. In particular, it focuses on the way in which McKinsey has developed structures, systems, processes, and practices to help it develop, transfer, and disseminate... View Details

Keywords: Management; Managerial Roles; Management Practices and Processes; Competitive Advantage; Global Range; Knowledge Dissemination; Business Processes; Consulting Industry

Educators

Purchase

March 2008
Article

What Have We Learned from Market Design?

By: Alvin E. Roth

This essay discusses some things we have learned about markets, in the process of designing marketplaces to fix market failures. To work well, marketplaces have to provide thickness, i.e. they need to attract a large enough proportion of the potential participants in... View Details

Keywords: Risk Management; Market Design; Market Participation; Market Transactions; Failure; Safety

16 May 2023
HBS Case

How KKR Got More by Giving Ownership to the Factory Floor: ‘My Kids Are Going to College!’

workers like his father a share of the profits and get them to think like owners. The case studies, written by HBS Professor Dennis Campbell and assistant professor Ethan Rouen, describe the sea change in... View Details

Keywords: by Avery Forman

2022
Article

Becoming a Learning Organization While Enhancing Performance: The Case of LEGO

By: Thomas Borup Kristensen, Henrik Saabye and Amy Edmondson

Purpose - The purpose of this study is to empirically test how problem-solving lean practices, along with leaders as learning facilitators in an action learning approach, can be transferred from a production context to a knowledge work context for the purpose... View Details

Keywords: Performance Efficiency; Learning; Organizational Change and Adaptation

09 Mar 2003
Research & Ideas

Six Keys to Building New Markets by Unleashing Disruptive Innovation

Managers today have a problem. They know their companies must grow. But growth is hard, especially given today's economic environment where investment capital is difficult to come by and firms are reluctant to take risks. Managers know... View Details

Keywords: by Clayton M. Christensen, Michael E. Raynor & Scott D. Anthony

Research Summary

Organisational Learning in Software Requirements Engineering and Management

The current research project addresses the continuing low success rate of software development projects, which has been frequently reported in empirical studies. For example, the 2004 Chaos Report by the Standish Group found that only 29% of 9,236 application... View Details

05 Jul 2006
Working Paper Summaries

Learning Tradeoffs in Organizations: Measuring Multiple Dimensions of Improvement to Investigate Learning-Curve Heterogeneity

Keywords: by Francesca Gino, Richard M.J. Bohmer, Amy C. Edmondson, Gary P. Pisano & Ann B. Winslow; Health

14 Mar 2023
Cold Call Podcast

Can AI and Machine Learning Help Park Rangers Prevent Poaching?

Keywords: Re: Brian L. Trelstad; Computer; Information Technology; Technology

25 Sep 2015
Working Paper Summaries

Invest in Information or Wing It? A Model of Dynamic Pricing with Seller Learning

Keywords: by Huang Guofang, Hong Luo & Jing Xia; Auto

Article

Thinking About Technology: Applying a Cognitive Lens to Technical Change

We apply a cognitive lens to understanding technology trajectories across the life cycle by developing a co-evolutionary model of technological frames and technology. Applying that model to each stage of the technology life cycle, we identify conditions under which a... View Details

Keywords: Technology; Transformation; Outcome or Result; Economics; Cognition and Thinking; Business Model; Forecasting and Prediction

04 Apr 2011
Research & Ideas

Attention Medical Shoppers: What Health Care Can Learn from Walmart and Amazon

hospital bed for immobile patients and a rubber heel for walking casts.) But retail billionaires such as Walmart's Walton family generally make their money by figuring out the most effective ways to manage goods and services, even if the... View Details

Keywords: by Carmen Nobel; Health

2014
Article

Thought Calibration: How Thinking Just the Right Amount Increases One’s Influence and Appeal

By: Daniella Kupor, Zakary L. Tormala, Michael I. Norton and Derek D. Rucker

Previous research suggests that people draw inferences about their attitudes and preferences based on their own thoughtfulness. The current research explores how observing other individuals make decisions more or less thoughtfully can shape perceptions of those... View Details

Keywords: Thoughtfulness; Liking; Social Influence; Decisions; Attitudes; Cognition and Thinking; Power and Influence

Article

Overcoming the Winner's Curse: An Adaptive Learning Perspective

By: Yoella Bereby-Meyer and Brit Grosskopf

The winner's curse phenomenon refers to the fact that the winner in a common value auction, in order to actually win the auction, is likely to have overestimated the item's value and consequently is likely to gain less than expected and may even lose (i.e., it is said... View Details