Publications

19 Sep 2023
HBS Case

How Will the Tech Titans Behind ChatGPT, Bard, and LLaMA Make Money?

The dizzying explosion of generative artificial intelligence platforms has been the big business story of the past year, but how they’ll make money and how smart companies can use them wisely are the questions that will dominate the next... View Details

Keywords: by Ben Rand; Technology; Information Technology

22 Nov 2023
Research & Ideas

Humans vs. Machines: Untangling the Tasks AI Can (and Can't) Handle

Knowing when to use artificial intelligence and when to rely on the human mind is a shifting fine line, one delineated by new research that shows considerable benefit and speed from generative AI—if it’s applied to the right tasks. What... View Details

Keywords: by Rachel Layne; Information Technology; Technology

2023
Article

Evaluating Explainability for Graph Neural Networks

By: Chirag Agarwal, Owen Queen, Himabindu Lakkaraju and Marinka Zitnik

As explanations are increasingly used to understand the behavior of graph neural networks (GNNs), evaluating the quality and reliability of GNN explanations is crucial. However, assessing the quality of GNN explanations is challenging as existing graph datasets have no... View Details

Keywords: Analytics and Data Science

23 Jan 2024
Research & Ideas

How to Keep Employees Productive: Support Caregivers

understand why they’re not showing up?” says Fuller, who co-chairs the Project on the Workforce at Harvard. The good news: As more leaders move into the sandwich generation and care for aging parents while raising children, the more... View Details

Keywords: by Kara Baskin

July–August 2023
Article

What Smart Companies Know About Integrating AI

By: Silvio Palumbo and David Edelman

AI has the power to gather, analyze, and utilize enormous volumes of individual customer data to achieve precision and scale in personalization. The experiences of Mercury Financial, CVS Health, and Starbucks debunk the prevailing notion that extracting value from AI... View Details

Keywords: AI and Machine Learning; Customization and Personalization; Integration; Technology Adoption

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20 Jun 2023
Research & Ideas

Looking to Leave a Mark? Memorable Leaders Don't Just Spout Statistics, They Tell Stories

newspaper article is not just numbers.” But that doesn’t mean there’s no role for statistics; arguments and pitches that rely on data and numbers can be more effective in some circumstances, notes the research, which Graeber conducted... View Details

Keywords: by Scott Van Voorhis

February 2014
Case

BGI: Data-driven Research

By: Willy Shih and Sen Chai

BGI has the largest installed gene-sequencing capacity in the world, and to Zhang Gengyun, general manager of the Life Sciences Division, this represented an opportunity to apply his training as a plant breeder and his early career work as a biochemist to improving... View Details

2019
Working Paper

Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles

By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna

We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details

Keywords: Spoken Communication; Business History; Analytics and Data Science; Finance; Performance

June 1992
Case

Arundel Partners: The Sequel Project

By: Timothy A. Luehrman and William A. Teichner

A group of investors is considering buying the sequel rights for a portfolio of feature films. They need to determine how much to offer to pay and how to structure a contract with one or more major U.S. film studios. The case contains cash flow estimates for all major... View Details

Keywords: Rights; Debt Securities; Contracts; Cash Flow; Valuation; Capital Budgeting; Entertainment and Recreation Industry; Motion Pictures and Video Industry; United States

February 1976 (Revised November 1983)
Case

EG&G, Inc. (B)

By: Michael E. Porter

Raises the dilemmas of making strategic decisions within an organizational construct. The divestment of a division of the company raises not only strategic issues but organizational and interpersonal ones as well. The decision is framed through the strategic planning... View Details

Keywords: Business Divisions; Decisions; Business or Company Management; Organizations; Strategic Planning; Strategy; Service Industry

09 Jan 2024
In Practice

Harnessing AI: What Businesses Need to Know in ChatGPT’s Second Year

the assistance of ChatGPT) Throughout 2023, we dedicated considerable effort to assessing whether the recent strides in generative AI were mere fads or indicative of a transformative future. This period was marked by extensive... View Details

Keywords: by Rachel Layne; Information Technology

Article

Matching Firms, Managers, and Incentives

By: Oriana Bandiera, Luigi Guiso, Andrea Prat and Raffaella Sadun

We combine unique administrative and survey data to study the match between firms and managers. The data include manager characteristics, firm characteristics, detailed measures of managerial practices, and outcomes for the firm and the manager. A parsimonious model of... View Details

Keywords: Motivation and Incentives; Talent and Talent Management; Organizations; Management Teams

December 1992 (Revised June 1993)
Case

ACTC Customer Service Department

Focuses on the young general manager of a new cable TV system and on its customer service department. Jeanne LaFrance, the general manager, has an uneasy feeling about the way in which the department is being managed. She sees symptoms of what she suspects are serious... View Details

Keywords: Management; Problems and Challenges; Planning; Customer Focus and Relationships; Performance Evaluation; Telecommunications Industry

November 1980 (Revised August 1986)
Case

Progressive Corp.'s Divisionalization Decision (A)

By: Robert G. Eccles Jr.

Describes a company that is considering whether to establish an experimental division as a relatively independent profit center under a general manager. Data relevant to this decision include the company's strategy, markets, products, current structure, size, and the... View Details

Keywords: Business Divisions; Decision Making; Data and Data Sets; Managerial Roles; Organizational Design; Situation or Environment

16 Apr 2009
Working Paper Summaries

Phenomenological Assumptions and Knowledge Dissemination within Organizational Studies

Keywords: by Corinne Bendersky & Kathleen L. McGinn

June 2012 (Revised March 2014)
Case

I Paid a Bribe (Dot) Com

By: Karthik Ramanna and Rachna Tahilyani

Anti-corruption web platform "ipaidabribe.com" leverages the transparency and anonymity of the Internet to encourage private citizens in India who have been the victims of corruption to self-report details of bribes paid, including the bribe amount, the name of the... View Details

Keywords: Crime and Corruption; Internet and the Web; Ethics; Service Industry; India

2022
Article

OpenXAI: Towards a Transparent Evaluation of Model Explanations

By: Chirag Agarwal, Satyapriya Krishna, Eshika Saxena, Martin Pawelczyk, Nari Johnson, Isha Puri, Marinka Zitnik and Himabindu Lakkaraju

While several types of post hoc explanation methods have been proposed in recent literature, there is very little work on systematically benchmarking these methods. Here, we introduce OpenXAI, a comprehensive and extensible opensource framework for evaluating and... View Details

Keywords: Measurement and Metrics; Analytics and Data Science

Article

Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles

By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna

We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details

Keywords: CEOs; Communication Style; Machine Learning; Spoken Communication; Nonverbal Communication; Personal Characteristics; Analysis; Performance

July, 2024
Article

Consumer Protection in an Online World: An Analysis of Occupational Licensing

By: Chiara Farronato, Andrey Fradkin, Bradley Larsen and Erik Brynjolfsson

We study the demand and supply implications of occupational licensing using transaction-level data from a large online platform for home improvement services. We find that demand is more responsive to a professional's reviews than to the professional's... View Details

Keywords: Occupational Licensing; Consumer Protection; Perception; Experience and Expertise; Public Opinion; Governing Rules, Regulations, and Reforms; Demand and Consumers