Publications

02 May 2023
What Do You Think?

How Should Artificial Intelligence Be Regulated—if at All?

its results—essentially guiding inputs and regulating the use of outputs. The 107-page Act assigns applications of AI to three risk categories: “First, applications and systems that create an unacceptable risk, such as government-run... View Details

Keywords: by James Heskett; Information Technology; Technology

23 May 2017
First Look

First Look at New Ideas and Research: May 23, 2017

that in countries with higher GDP growth leverage is correlated with less corporate financial fragility. Consistent with Gabaix (2011) this paper finds a granularity effect in that large firms are systemically important—idiosyncratic... View Details

Keywords: Carmen Nobel

23 Jun 2023
HBS Case

This Company Lets Employees Take Charge—Even with Life and Death Decisions

creativity was just out of the box. You can get so much out of a person, they bring so much to the table, and it is so innovative to work this way. I wish lots of other people had that, too.” Maybe they can. Ethan Bernstein, the Edward W.... View Details

Keywords: by Annelena Lobb; Health

May 1994
Background Note

Managing Market Complexity: A Three-Ring Circus

By: V. Kasturi Rangan

Proposes models of organization that address the various product-market environments posed by the product life cycle. Frames these changes along the two dimensions of uncertainty and diversity. Offers three sets of organizational characteristics to reflect the three... View Details

Keywords: Business Processes; Growth and Development Strategy; Complexity; Organizational Structure; Organizational Culture; Product Marketing; Markets; Product

Find at Harvard

October 2012 (Revised August 2013)
Case

Global Unichip Corporation (A)

By: Willy Shih and Chen-Fu Chien

Global Unichip Corporation (GUC) is a design services company that acts as a front-end to TSMC, the world's largest semiconductor foundry. In so doing, it masked the complexity of the latest process technologies, and reduced the entry barriers for small firms to... View Details

2016
Book

Slavery's Capitalism: A New History of American Economic Development

By: Sven Beckert and Seth Rockman

During the nineteenth century, the United States entered the ranks of the world's most advanced and dynamic economies. At the same time, the nation sustained an expansive and brutal system of human bondage. This was no mere coincidence. Slavery's Capitalism... View Details

Keywords: History; Development Economics; Ethics; Social Issues; United States

Find at Harvard

16 May 2023
HBS Case

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

day-to-day job.” An innovative move started to turn the tide. KKR set aside $1 million a year for capital improvements that the employees could choose. Workers wanted an air-conditioned factory—an almost unheard-of investment in an... View Details

Keywords: by Avery Forman

Teaching Interest

Overview

Paul is primarily interested in teaching data science to management students through the case method. This includes technical topics (programming and statistics) as well as higher-level management issues (digital transformation, data governance, etc.) As a research... View Details

Keywords: A/B Testing; AI; AI Algorithms; AI Creativity; Algorithm; Algorithm Bias; Algorithmic Bias; Algorithmic Fairness; Algorithms; Analytics; Application Program Interface; Artificial Intelligence; Causality; Causal Inference; Computing; Computers; Data Analysis; Data Analytics; Data Architecture; Data As A Service; Data Centers; Data Governance; Data Labeling; Data Management; Data Manipulation; Data Mining; Data Ownership; Data Privacy; Data Protection; Data Science; Data Science And Analytics Management; Data Scientists; Data Security; Data Sharing; Data Strategy; Data Visualization; Database; Data-driven Decision-making; Data-driven Management; Data-driven Operations; Datathon; Economics Of AI; Economics Of Innovation; Economics Of Information System; Economics Of Science; Forecast; Forecast Accuracy; Forecasting; Forecasting And Prediction; Information Technology; Machine Learning; Machine Learning Models; Prediction; Prediction Error; Predictive Analytics; Predictive Models; Analysis; AI and Machine Learning; Analytics and Data Science; Applications and Software; Digital Transformation; Information Management; Digital Strategy; Technology Adoption

June 2021
Case

Mobileye 2021: Robotaxi and/or Consumer AV?

By: David B. Yoffie, Danielle Golan and Nicole Tempest Keller

In March 2021, Amnon Shashua, co-founder and CEO of Israel-based Mobileye, was preparing to meet with Intel’s new CEO, Pat Gelsinger, to review plans for the future. Mobileye had been acquired by California-based Intel in 2017, but still operated independently.... View Details

Keywords: Technology Companies; Robotics; Autonomous Vehicles; Strategy; Decision Making; Transportation; Technological Innovation; Technology Industry; Auto Industry; Transportation Industry; Israel

21 Dec 2009
Research & Ideas

Good Banks, Bad Banks, and Government’s Role as Fixer

funds, Pozen writes with authority and unusual clarity about complex issues in Too Big to Save? How to Fix the U.S. Financial System (John Wiley & Sons). Roger Thompson: How does the government figure out which financial institutions... View Details

Keywords: by Roger Thompson; Banking; Financial Services

Web

Podcast - Business & Environment

climate risks. Sarah shares insights from her work building predictive wildfire risk models using satellite imagery, AI, and systems design to enable more targeted insurance underwriting and disaster preparedness. She also explains how... View Details

Sep 2007 - 2007
Conference Presentation

Antecedents of Boundary Spanning in Cross-functional NPD Teams

By: James R. Dillon, Shikhar Sarin and Amy C. Edmondson

Boundary spanning has been shown in prior research to enhance innovativeness and performance of product development teams. In this study, we examine team conditions that foster boundary spanning behavior. We analyze survey data from 207 members of 54 cross-functional... View Details

Keywords: Product Development; Innovation and Invention; Groups and Teams; Behavior; Performance Improvement; Boundaries; Leadership Style; Product; Complexity; Integration; Power and Influence

30 Nov 2017
News

Law, Management, and Strategy: Collapsing Boundaries and Managing the Interstices

Web

Marketing - Faculty & Research

Marketing helps a firm in creating value by better understanding the needs of its customers and providing them with innovative products and services. This value is communicated through a variety of channels as well as through the firm's... View Details

September 2024 (Revised March 2025)
Case

Epic: The Future of Health Information Technology

By: Regina E. Herzlinger and Brian L. Walker

How should the founder and leadership team of a health IT company with more than 45 years of market leadership prepare for the future, while navigating founder transitions and industry changes? Founded by Judy Faulkner in the late 1970s, Epic pioneered electronic... View Details

Keywords: Technological Innovation; Entrepreneurship; Health Care and Treatment; Private Ownership; Customer Focus and Relationships; Information Management; Organizational Change and Adaptation; Business Strategy; Competition; Health Industry; Electronics Industry; Information Technology Industry

February 2009 (Revised August 2021)
Supplement

Jieliang Phone Home! (B)

By: Willy Shih, Ethan Bernstein and Nina Bilimoria

At Precision Electro-Tek's mobile phone manufacturing facility in southern China, thousands of operators—bright and capable young men and (mostly) women like Jieliang Hao—are motivated to improve line productivity through small innovations for faster assembly and have... View Details

Keywords: Managing People; Motivation and Incentives; Behavior; Production; Innovation and Invention; Performance Productivity; Groups and Teams; Management Practices and Processes; Compensation and Benefits; Labor; Surveys; Decisions; Manufacturing Industry; China

The spread of capitalism worldwide has made people wealthier than ever before and raised living standards to new heights. But capitalism’s future is far from assured. The global financial meltdown of 2008 came within a hair’s breadth of triggering another Great... View Details

Capitalism at Risk: How Companies Can Lead

Q. Who should take the lead in fixing market capitalism? A. Business, not government alone. The spread of capitalism worldwide has made people wealthier than ever before. But capitalism's future is far from assured. Pandemics, income inequality, resource depletion,... View Details

February 2009 (Revised July 2012)
Supplement

Jieliang Phone Home! (C)

By: Willy Shih, Ethan Bernstein and Nina Bilimoria

At Precision Electro-Tek's mobile phone manufacturing facility in southern China, thousands of operators - bright and capable young men and (mostly) women like Jieliang Hao are motivated to improve line productivity through small innovations for faster assembly and... View Details

Keywords: Globalization; Compensation and Benefits; Surveys; Innovation and Invention; Management Practices and Processes; Production; Performance Productivity; Groups and Teams; Labor and Management Relations; Behavior; Motivation and Incentives; Manufacturing Industry; Telecommunications Industry; China