Publications

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Article

Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses

By: Kaivalya Rawal and Himabindu Lakkaraju

As predictive models are increasingly being deployed in high-stakes decision-making, there has been a lot of interest in developing algorithms which can provide recourses to affected individuals. While developing such tools is important, it is even more critical to... View Details

Keywords: Predictive Models; Decision Making; Framework; Mathematical Methods

18 May 2012
Working Paper Summaries

Organization Design for Distributed Innovation

Keywords: by Carliss Y. Baldwin

Teaching Interest

Interpretability and Explainability in Machine Learning

By: Himabindu Lakkaraju

As machine learning models are increasingly being employed to aid decision makers in high-stakes settings such as healthcare and criminal justice, it is important to ensure that the decision makers correctly understand and consequent trust the functionality of these... View Details

2021
Working Paper

Time Dependency, Data Flow, and Competitive Advantage

By: Ehsan Valavi, Joel Hestness, Marco Iansiti, Newsha Ardalani, Feng Zhu and Karim R. Lakhani

Data is fundamental to machine learning-based products and services and is considered strategic due to its externalities for businesses, governments, non-profits, and more generally for society. It is renowned that the value of organizations (businesses, government... View Details

Keywords: Economics Of AI; Value Of Data; Perishability; Time Dependency; Flow Of Data; Data Strategy; Analytics and Data Science; Value; Strategy; Competitive Advantage

SSRN

October 2007
Article

The Art of Designing Markets

By: Alvin E. Roth

Traditionally, markets have been viewed as simply the confluence of supply and demand. But to function properly, they must be able to attract a sufficient number of buyers and sellers, induce participants to make their preferences clear, and overcome congestion by... View Details

Keywords: Market Design; Market Participation; Market Transactions; Information Technology; Internet and the Web

03 Feb 2003
Research & Ideas

Web Services

service technologies from a provider, customer, and investor perspective. Customers are concerned with integration and driving down costs, said Steven Lewis, Microsoft's general manager of .net market development. "There is a lot of... View Details

Keywords: by Julia Hanna; Service

26 Aug 2024
Research & Ideas

Can AI Match Human Ingenuity in Creative Problem-Solving?

When ChatGPT and other large language models began entering the mainstream two years ago, it quickly became apparent the technology could excel at certain business functions, yet it was less clear how well artificial intelligence could handle more creative tasks. Sure,... View Details

Keywords: by Michael Blanding; Information Technology; Information; Technology

Article

Design and Testing of a Mobile Health Application Rating Tool

By: David Levine, Zo Co, Lisa Newmark, Alissa Groisser, A Jay Holmgren, Jennifer Haas and David Bates

Mobile health applications (“apps”) have rapidly proliferated, yet their ability to improve outcomes for patients remains unclear. A validated tool that addresses apps’ potentially important dimensions has not been available to patients and clinicians. The objective of... View Details

Keywords: Health; Mobile Technology; Design; Analysis

17 Sep 2007
Research & Ideas

Broadband: Remaking the Advertising Industry

generates interest on YouTube, you'll get this viral effect where everybody has to see this particular video. In the political realm, Barack Obama has been able to raise money with a kind of a viral marketing. He creates a certain... View Details

Keywords: by Julia Hanna; Advertising; Media & Broadcasting; Publishing

23 Jul 2007
Research & Ideas

HBS Cases: How Wikipedia Works (or Doesn’t)

because most content on Wikipedia appears to originate at the fringes of the community from anonymous or infrequent contributors. (A central core of about 1,200 volunteers refines the pieces over time and View Details

Keywords: by Sean Silverthorne; Publishing

March 2024 (Revised April 2024)
Case

Angel City Football Club: Scoring a New Model

By: Jeffrey F. Rayport, Jennifer Fonstad and Nicole Tempest Keller

In January 2024, Kara Nortman, Julie Uhrman, and Natalie Portman, the founders of Angel City Football Club (ACFC) were developing the club’s first three-year strategic plan. Founded in 2020, ACFC had a star-studded investor group, including Portman and celebrities such... View Details

Keywords: Sports; Entertainment; Entrepreneurship; Brands and Branding; Venture Capital; Business Model; Corporate Strategy; Digital Marketing; Sports Industry; Entertainment and Recreation Industry; United States; California; Los Angeles

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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

26 Jun 2000
Research & Ideas

Three Countries, Three Choices in Post-Soviet Eurasia

of a larger social purpose connected with protecting and cultivating the nation. It gives citizens a reason to sacrifice in pursuit of a higher national goal. And it expands the "time horizons" for a country's leaders and offers a compelling view of the... View Details

Keywords: by Martha Lagace

February 2017
Case

Yemeksepeti: Growing and Expanding the Business Model through Data

By: William R. Kerr, Gamze Yucaoglu and Eren Kuzucu

In October 2016, Nevzat Aydin, co-founder and CEO of Yemeksepeti, the Turkish online food-ordering company, was looking over the company's quarterly results and projections for the upcoming year with his management team. It had been almost a year and a half since Aydin... View Details

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08 Jan 2013
Working Paper Summaries

Leading Amidst Competing Technical and Institutional Demands: Revisiting Selznick’s Conception of Leadership

Keywords: by Marya L. Besharov & Rakesh Khurana

May 2021
Article

Making Doctors Effective Managers and Leaders: A Matter of Health and Well-Being

By: Lisa Rotenstein, Robert S. Huckman and Christine K. Cassel

The COVID-19 crisis has forced physicians to make daily decisions that require knowledge and skills they did not acquire as part of their biomedical training. Physicians are being called upon to be both managers—able to set processes and structures—and leaders—capable... View Details

Keywords: Health Care and Treatment; Management; Leadership; Health Pandemics; Health Industry

26 Apr 2023
In Practice

Is AI Coming for Your Job?

as ChatGPT) were not meant to reveal the truth or to display correct knowledge (though we have seen attempts to use them for this purpose). Instead, they were built to generate content (in this example,... View Details

Keywords: by Kristen Senz; Technology

30 Jan 2024
Research & Ideas

‘Intrinsic Joy’ Sparks Ideas Better than Cash

People use crowdsourcing to solve problems, raise money, and share AI breakthroughs, the authors write. Open source software—such as the popular content management system WordPress or the operating system Linux—gives View Details

Keywords: by Rachel Layne; Technology

Summer 2013
Article

A Tale of Two Stories: Sustainability and the Quarterly Earnings Call

By: Robert G. Eccles and George Serafeim

One of the challenges companies claim to face in making sustainability a core part of their strategy and operations is that the market does not care about sustainability, either in general or because the time frames in which it matters are too long. The response of... View Details

Keywords: Sustainability; Communication; Integrated Corporate Reporting; Investment; Environmental Sustainability