Publications

Summer 2016
Article

Open Content, Linus' Law, and Neutral Point of View

By: Shane Greenstein and Feng Zhu

The diffusion of the Internet and digital technologies has enabled many organizations to use the open-content production model to produce and disseminate knowledge. While several prior studies have shown that the open-content production model can lead to high-quality... View Details

Keywords: Prejudice and Bias; Internet and the Web; Balance and Stability; Operations; Knowledge Management; Knowledge Dissemination

January 2025
Case

Redwood & Strong: The Value of a Consulting Engagement

By: David G. Fubini and Patrick Sanguineti

The board of Redwood & Strong LLP (R&S), the American branch of a large global law firm, is meeting to review the findings of a recent strategic initiative designed to identify potential merger candidates. The request for the engagement originated from Daniel Crawford,... View Details

Keywords: Client Service; Professional Service Firm; Professional Services; Consulting

Educators

Article

Reliable Post hoc Explanations: Modeling Uncertainty in Explainability

By: Dylan Slack, Sophie Hilgard, Sameer Singh and Himabindu Lakkaraju

As black box explanations are increasingly being employed to establish model credibility in high stakes settings, it is important to ensure that these explanations are accurate and reliable. However, prior work demonstrates that explanations generated by... View Details

Keywords: Black Box Explanations; Bayesian Modeling; Decision Making; Risk and Uncertainty; Information Technology

The diffusion of the Internet and digital technologies has enabled many organizations to use the open-content production model to produce and disseminate knowledge. While several prior studies have shown that the open-content production model can lead to... View Details

Article

The (Perceived) Meaning of Spontaneous Thoughts

By: Carey K. Morewedge, Colleen Giblin and Michael I. Norton

Spontaneous thoughts, the output of a broad category of uncontrolled and inaccessible higher-order mental processes, arise frequently in everyday life. The seeming randomness by which spontaneous thoughts arise might give people good reason to dismiss them as... View Details

Keywords: Spontaneous Thoughts; Self-Insight; Meaning; Attribution; Judgment And Decision Making; Decision Making; Cognition and Thinking

14 Nov 2023
Research & Ideas

The Network Effect: Why Companies Should Care About Employees’ LinkedIn Connections

become more central to the network by one decile group (for example, from the thirtieth percentile to the fortieth percentile) increase their research and development spending by 5 percent and their patent output from 3.5 percent to 5.8... View Details

Keywords: by Ben Rand

26 Apr 2023
In Practice

Is AI Coming for Your Job?

instead. At the same time, for other tasks, AI will provide useful outputs, but will need humans to optimize these outputs and complete tasks successfully. When thinking about “knowledge work,” it is especially important to consider that... View Details

Keywords: by Kristen Senz; Technology

September 2019 (Revised May 2021)
Case

pymetrics: Early Days

By: John R. Wells and Benjamin Weinstock

In 2013, CEO Frida Polli was contemplating the next steps for her start-up business, pymetrics. After receiving her PhD in neuropsychology and MBA from HBS, she was determined to put her scientific and academic knowledge to work to build a business solving real world... View Details

Educators

Purchase

2012
Working Paper

Learning from Customers: Individual and Organizational Effects in Outsourced Radiological Services

By: Jonathan R. Clark, Robert S. Huckman and Bradley R. Staats

The ongoing fragmentation of work has resulted in a narrowing of tasks into smaller pieces that can be sent outside the organization and, in many instances, around the world. This trend is shifting the boundaries of organizations and leading to increased outsourcing.... View Details

Keywords: Experience and Expertise; Learning; Health Care and Treatment; Job Cuts and Outsourcing; Knowledge Acquisition; Volume; Performance Productivity; Health Industry

SSRN

2009
Working Paper

Specific Knowledge and Divisional Performance Measurement

By: Michael C. Jensen and William H. Meckling

This paper discusses five common divisional performance measurement methods—cost centers, revenue centers, profit centers, investment centers, and expense centers—providing a theory that explains when each of these methods is likely to be the most efficient. The... View Details

Keywords: Business Units; Business Headquarters; Decisions; Cost; Investment; Investment Return; Profit; Revenue; Knowledge Use and Leverage; Managerial Roles; Performance Efficiency; Strategy

SSRN

22 Feb 2024
Research & Ideas

How to Make AI 'Forget' All the Private Data It Shouldn't Have

predictions about the world. And now, even though generative AI feels very different from making a simple prediction, at a technical level, that's really what it is. In order to train these predictive systems, you need lots of example data input and View Details

Keywords: by Rachel Layne; Technology; Information Technology

2023
Article

Post Hoc Explanations of Language Models Can Improve Language Models

By: Satyapriya Krishna, Jiaqi Ma, Dylan Slack, Asma Ghandeharioun, Sameer Singh and Himabindu Lakkaraju

Large Language Models (LLMs) have demonstrated remarkable capabilities in performing complex tasks. Moreover, recent research has shown that incorporating human-annotated rationales (e.g., Chain-of-Thought prompting) during in-context learning can significantly enhance... View Details

Keywords: AI and Machine Learning; Performance Effectiveness

2010
Book

A Call for Judgment: Sensible Finance for a Dynamic Economy

By: Amar Bhide

Our prosperity requires the enterprise of innumerable individuals and businesses who exercise their imagination and judgment—and bear responsibility for outcomes. And it is through dialogue and relationships that widespread enterprise is fostered, not merely prices in... View Details

Keywords: Recession; Banking; Banks; Finance; Economics; Macroeconomics; Banks and Banking; Banking Industry; Financial Services Industry

Purchase

September–October 2013
Article

Learning from Customers: Individual and Organizational Effects in Outsourced Radiological Services

By: Jonathan R. Clark, Robert S. Huckman and Bradley R. Staats

The ongoing fragmentation of work has resulted in a narrowing of tasks into smaller pieces that can be sent outside the organization and, in many instances, around the world. This trend is shifting the boundaries of organizations and leading to increased outsourcing.... View Details

Keywords: Job Cuts and Outsourcing; Medical Specialties; Health Care and Treatment; Customer Focus and Relationships; Learning; Customer Satisfaction; Health Industry

January 2022
Background Note

Common Prosperity? China Shifts Left

By: William C. Kirby and Noah B. Truwit

Since the founding of the People’s Republic of China in 1949, the ruling Chinese Communist Party (CCP) has been mistrustful of entrepreneurs and the private sector that operates outside the government’s authority. In its first decades under Mao Zedong, the CCP... View Details

Keywords: Market Reform; Gdp; Government Administration; Government and Politics; Private Sector; Governing Rules, Regulations, and Reforms; Economy; Globalized Economies and Regions; Entrepreneurship; Business and Government Relations; Globalized Markets and Industries; Social Issues; Society; Economic Growth; China