Publications

January 1999
Exercise

Seneca Systems (B): General and Confidential Instructions for Dr. D. Monosoff, Vice President, Data Devices Division

Seneca is a three-party negotiation-mediation simulation. The context is a product failure crisis in a manufacturing company with highly autonomous units. The heads of two divisions are in a dispute over who has responsibility for failures in a key product. The head of... View Details

Keywords: Negotiation Participants; Business Divisions; Power and Influence; Manufacturing Industry

January 1999
Exercise

Seneca Systems (A): General and Confidential Instructions for Dr. D. Monosoff, Vice President, Data Devices Division

Seneca is a three-party negotiation-mediation simulation. The context is a product failure crisis in a manufacturing company with highly autonomous units. The heads of two divisions are in a dispute over who has responsibility for failures in a key product. The head of... View Details

Keywords: Negotiation Participants; Business Divisions; Power and Influence; Manufacturing Industry

01 Jun 2024
News

Leveraging Generative AI

learning. Last year, the MBA Program introduced ChatGPT as a component of the required course Data Science for Managers and the elective Launching Tech Ventures (see below). Faculty members have integrated it into other courses as well,... View Details

Keywords: Jennifer Gillespie

September 2023
Case

Trilling Foods: Managing People with Data

By: Alexandra C. Feldberg and Jeffrey T. Polzer

Trilling Foods, a regional bricks-and-mortar grocery chain, has recently provided its frontline managers with new tools for using data. Allison Andersen, Trilling’s VP of Data Science, has spearheaded these efforts. Yet, as she works with Kent Wade, the general manager... View Details

Keywords: Digital Transformation; Management Practices and Processes; Training; Organizational Change and Adaptation; Food and Beverage Industry; Retail Industry

October 2018 (Revised August 2023)
Case

Safecast: Bootstrapping Human Capital to Big Data

By: Ethan Bernstein and Stephanie Marton

On March 11, 2011, at 2:46pm, a 9.1-on-the-Richter-scale, six-minute long earthquake unleashed a tsunami that ravaged the Tohoku region of Japan, damaging the Fukushima Daiichi Nuclear Power facility and releasing sufficient radioactive material into the air and ocean... View Details

2022
Article

Data Poisoning Attacks on Off-Policy Evaluation Methods

By: Elita Lobo, Harvineet Singh, Marek Petrik, Cynthia Rudin and Himabindu Lakkaraju

Off-policy Evaluation (OPE) methods are a crucial tool for evaluating policies in high-stakes domains such as healthcare, where exploration is often infeasible, unethical, or expensive. However, the extent to which such methods can be trusted under adversarial threats... View Details

Keywords: Analytics and Data Science; Cybersecurity; Mathematical Methods

Web

Data - Advancing Racial Equity

Data Data MBA Entering Classes 2022-2026 Class of 2022*** Class of 2023*** Class of 2024 Class of 2025 Class of 2026 Gender Total MBA Enrollment 732 1010 1015 938 930 Men Did not report Did not report 549... View Details

Web

Request the Data - Leadership

Great American Business Leaders of the 20th Century Request Data in Excel Spreadsheet Before we release the Great American Business Leaders of the 20th Century database to you, we must receive this form. The database you will receive... View Details

04 Jun 2024
Research & Ideas

Navigating Consumer Data Privacy in an AI World

generative artificial intelligence (AI) explodes, companies face balancing individual privacy, coveted data insights, and the law—all while pursuing competitive advantage. Eva Ascarza, the Jakurski Family... View Details

Keywords: by Rachel Layne; Technology; Information Technology

Article

Fast Generalized Subset Scan for Anomalous Pattern Detection

By: Edward McFowland III, Skyler Speakman and Daniel B. Neill

We propose Fast Generalized Subset Scan (FGSS), a new method for detecting anomalous patterns in general categorical data sets. We frame the pattern detection problem as a search over subsets of data records and attributes, maximizing a nonparametric scan statistic... View Details

Keywords: Pattern Detection; Anomaly Detection; Knowledge Discovery; Bayesian Networks; Scan Statistics; Analytics and Data Science

March 2024 (Revised May 2024)
Case

Amperity: First-Party Data at a Crossroads

By: Elie Ofek, Hema Yoganarasimhan and Alexis Lefort

In the summer of 2023, Amperity management was facing a critical decision on its future direction. Given the dramatic changes occurring within the digital advertising ecosystem, as concerns over consumer privacy placed limits on the ability to engage in third-party... View Details

Keywords: AI and Machine Learning; Technology Adoption; Business Strategy; Digital Marketing; Price; Product; Business or Company Management; Advertising Industry

06 Apr 2020
Working Paper Summaries

A General Theory of Identification

Keywords: by Iavor Bojinov and Guillaume Basse

Web

Generative AI - Alumni

Careers Generative AI Careers Generative AI In today's dynamic job market, Generative Artificial Intelligence (GenAI) stands out as a powerful ally for job seekers, offering... View Details

2025
Working Paper

Global Evidence on Gender Gaps and Generative AI

By: Nicholas G. Otis, Solène Delecourt, Katelynn Cranney and Rembrand Koning

Generative AI has the potential to transform productivity and reduce inequality, but only if adopted broadly. In this paper, we show that recently identified gender gaps in generative AI use are nearly universal. Synthesizing data from 18 studies covering more than... View Details

Keywords: AI and Machine Learning; Gender; Equality and Inequality; Technology Adoption; Behavior

June 2020
Article

In Generous Offers I Trust: The Effect of First-offer Value on Economically Vulnerable Behaviors

By: M. Jeong, J. Minson and F. Gino

Negotiation scholarship espouses the importance of opening a bargaining situation with an aggressive offer, given the power of first offers to shape concessionary behavior and outcomes. In our research, we identify a surprising consequence to this common prescription.... View Details

Keywords: Attribution; Interpersonal Interaction; Judgment; Social Interaction; Inference; Open Data; Open Materials; Preregistered; Negotiation Offer; Strategy; Behavior; Interpersonal Communication; Trust; Outcome or Result

Find at Harvard

February 2003 (Revised November 2003)
Exercise

Accounting for Pensions at General Motors Corporation (B)

By: David F. Hawkins and Jacob Cohen

A potential investor in General Motor's stock reviews the retiree benefit note data included in the company's 2001 financial statements as part of the investment analysis of the company. View Details

Keywords: Investment; Accounting; Compensation and Benefits; Financial Services Industry; Auto Industry; Accounting Industry

September 2007
Article

Collaborative Brokerage, Generative Creativity, and Creative Success

Analyzing data on utility patents from 1975 to 2002 in the careers of 35,400 collaborative inventors, this study examines the influence of brokered versus cohesive collaborative social structures on an individual's creativity. We test the hypothesis that... View Details

Keywords: Collaborative Innovation and Invention; Patents; Personal Development and Career; Creativity; Power and Influence; Social and Collaborative Networks

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2020
Working Paper

A General Theory of Identification

By: Iavor Bojinov and Guillaume Basse

What does it mean to say that a quantity is identifiable from the data? Statisticians seem to agree on a definition in the context of parametric statistical models — roughly, a parameter θ in a model P = {Pθ : θ ∈ Θ} is identifiable if the mapping θ 7→ Pθ is injective.... View Details

Keywords: Identification; Econometric Models; Analytics and Data Science; Theory

February 2008
Supplement

Avaya (C): Implementing Demand Generation in Brazil

Avaya's top management wants to improve demand generation. This requires an improvement in the relationship between Sales and Marketing. This case series (Avaya (A)-(D)) walks the student through each phase of this process. The (A) case begins with background on the... View Details

Keywords: Marketing; Relationships; Sales