Publications

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

2022
Article

Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis.

By: Martin Pawelczyk, Chirag Agarwal, Shalmali Joshi, Sohini Upadhyay and Himabindu Lakkaraju

As machine learning (ML) models become more widely deployed in high-stakes applications, counterfactual explanations have emerged as key tools for providing actionable model explanations in practice. Despite the growing popularity of counterfactual explanations, a... View Details

Keywords: Machine Learning Models; Counterfactual Explanations; Adversarial Examples; Mathematical Methods

Read Now

January 2022 (Revised March 2022)
Module Note

Analysis of Financial and Non-Financial Information for Forecasting Performance

By: Charles C.Y. Wang

This note describes the main themes and cases of a teaching module on the analysis of information from, and outside of, financial statements for forecasting firms’ future financial performance. The module’s pedagogical goal is to deepen students’ understanding of the... View Details

Keywords: Financial Reporting; Performance; Analysis; Valuation; Accounting; Finance

September 17, 2021
Article

AI Can Help Address Inequity—If Companies Earn Users' Trust

By: Shunyuan Zhang, Kannan Srinivasan, Param Singh and Nitin Mehta

While companies may spend a lot of time testing models before launch, many spend too little time considering how they will work in the wild. In particular, they fail to fully consider how rates of adoption can warp developers’ intent. For instance, Airbnb launched a... View Details

Keywords: Artificial Intelligence; Algorithmic Bias; Technological Innovation; Perception; Diversity; Equality and Inequality; Trust; AI and Machine Learning

August 1995 (Revised September 1995)
Background Note

Designing and Managing the Information Age IT Architecture

By: Lynda M. Applegate

The co-evolution of technology, work, and the workforce over the past 30 years has dramatically influenced our concept of organizations and the industries within which they compete. No longer simply a tool to support "back-office" transactions, IT has become a... View Details

Keywords: Design; Management; Organizations; Information Technology

Educators

July – August 2011
Article

Evolve (Again)

By: Rosabeth M. Kanter

Frenzy over social networks and interactive media can produce equally overhyped predictions that everything will change, not to mention money-losing investments in silly ventures. Separating enduring strategic lessons from the hype can help avoid a new crash. Hint: the... View Details

Keywords: Business Startups; Venture Capital; Investment; Technological Innovation; Organizational Change and Adaptation; Partners and Partnerships

July 2004 (Revised July 2005)
Case

Linux in 2004

By: Pankaj Ghemawat, Brian Subirana and Christina Pham

A new technology platform conceived in the early 1990s, Linux developed into a force to be reckoned with in the operating system marketplace. At first, Linux was dismissed as a renegade option used only by tech geeks. By 2004, however, Linux had exploded into the... View Details

Keywords: Competition; Open Source Distribution; Information Technology; Applications and Software; Digital Platforms; Information Technology Industry

Educators

18 Nov 2018
News

Exciting rule-breakers rarely rise through the ranks

21 May 2007
Research & Ideas

Fixing the Marketing-CEO Disconnect

strategy supports this goal. It is rare to find a firm that provides its board with a scorecard that allows this. Q: From a 30,000-foot view, how do the Measuring Market Performance CD and tools help? Once users complete the tutorial,... View Details

Keywords: by Sean Silverthorne

12 Sep 2023
Book

Successful, But Still Feel Empty? A Happiness Scholar and Oprah Have Advice for You

himself who wonder why they feel unfulfilled. Brooks dove into happiness research after commanding a prestigious nonprofit left him feeling empty. “I wasn’t enjoying what I was doing, and I wasn’t getting the most out of my own life, so my wife suggested I turn my... View Details

Keywords: by Avery Forman

05 Jul 2006
Working Paper Summaries

Improving Corporate Governance with the Balanced Scorecard

Keywords: by Robert S. Kaplan & Michael E. Nagel

April 2025
Background Note

Climate Change Adaptation with Artificial Intelligence and Machine Learning

By: Michael W. Toffel and Nabig Chaudhry

Artificial Intelligence (AI) and machine learning (ML) have emerged as powerful tools to address climate change. This note summarizes a wide range of the uses of AI/ML to drive climate change adaptation and resilience, the measures organizations and governments are... View Details

Keywords: Climate Change; Adaptation

Educators

2023
Chapter

Organizational Development

By: Min Basadur, Tim Basadur and Goran Calic

Our review of the field of Organizational Development (OD) reveals an extensive range of tools which attempt to help organizations improve performance. We believe that OD should be studied differently: As a continuous process of change-making or innovation. How this... View Details

Keywords: Change; Cognition and Thinking; Creativity; Organizational Change and Adaptation; Innovation and Management

Article

Stereotype Content Model across Cultures: Universal Similarities and Some Differences

By: A.J.C. Cuddy, S.T. Fiske, V.S.Y. Kwan, P. Glick, S. Demoulin, J. Ph. Leyens and M.H. Bond

The stereotype content model (SCM; Fiske, Cuddy, Glick, & Xu, 2002) proposes potentially universal principles of societal stereotypes and their relation to social structure. Here, the SCM reveals theoretically grounded, cross-cultural, cross-groups' similarities and... View Details

Keywords: Cross-Cultural and Cross-Border Issues; Management Analysis, Tools, and Techniques; Relationships; Groups and Teams; Prejudice and Bias; Culture; Societal Protocols; East Asia; Europe