Publications

2007
Text Book

Teaching the Moral Leader: A Literature-Based Leadership Course

By: Sandra J. Sucher

This book is a comprehensive, practical manual to help instructors integrate moral leadership in their own courses, drawing from the experience and resources of the Harvard Business School course "The Moral Leader," an MBA elective taken by thousands of HBS students... View Details

Keywords: Competency and Skills; Curriculum and Courses; Moral Sensibility; Body of Literature; Books; Leadership; Personal Development and Career

Find at Harvard

2022
Working Paper

The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective

By: Satyapriya Krishna, Tessa Han, Alex Gu, Javin Pombra, Shahin Jabbari, Steven Wu and Himabindu Lakkaraju

As various post hoc explanation methods are increasingly being leveraged to explain complex models in high-stakes settings, it becomes critical to develop a deeper understanding of if and when the explanations output by these methods disagree with each other, and how... View Details

Keywords: AI and Machine Learning; Analytics and Data Science; Mathematical Methods

September 2019 (Revised May 2021)
Case

pymetrics: International Expansion

By: John R. Wells and Benjamin Weinstock

In August 2018, pymetrics, a solution offering neuroscience-based recruiting tests, closed a $40 million funding round that valued the business at $160 million. Over 60 companies around the globe were using pymetrics tests in their recruiting process, including... View Details

Educators

2018
Working Paper

Forecasting Airport Transfer Passenger Flow Using Real-Time Data and Machine Learning

By: Xiaojia Guo, Yael Grushka-Cockayne and Bert De Reyck

Problem definition: In collaboration with Heathrow Airport, we develop a predictive system that generates quantile forecasts of transfer passengers’ connection times. Sampling from the distribution of individual passengers’ connection times, the system also produces... View Details

Keywords: Quantile Forecasts; Regression Tree; Copula; Passenger Flow Management; Data-driven Operations; Forecasting and Prediction; Data and Data Sets

SSRN

19 Dec 2023
Research & Ideas

$15 Billion in Five Years: What Data Tells Us About MacKenzie Scott’s Philanthropy

are Hispanic. By contrast, grants to human services and youth development organizations were, on average, much smaller and made to organizations with much lower-than-average revenues. Nonetheless, the donations came during the acute years... View Details

Keywords: by Matthew Lee, Brian Trelstad, and Ethan Tran

Web

Live from Klarman Hall - Alumni

impacting organizations across diverse industries and at a global level. The Organization for Economic Cooperation and Development (OECD) projects that approximately 1.1 billion jobs will undergo significant transformation due to... View Details

July 2014 (Revised May 2015)
Case

Making Room for the Baby Boom: Senior Living

By: Charles F. Wu, Joseph Beyer and Arthur I. Segel

Tom Alperin's National Development has purchased a building site in affluent Wellesley, MA, and is in the process of deciding whether to build apartments, a combination of independent living and assisted living units for seniors, or perhaps even higher acuity... View Details

Keywords: Senior Living; Assisted Living; Independent Living; Property; Finance; Real Estate Industry; Boston; Massachusetts; United States

Educators

14 Jan 2008
Research & Ideas

Mapping Polluters, Encouraging Protectors

and interpreting data about industrial environment performance because it brings together information about companies' environmental management, provided voluntarily by managers in real time, with companies' pollution data from the U.S.... View Details

Keywords: by Martha Lagace; Manufacturing; Chemical

Program

Rising Generation in the Family Enterprise

critical decisions. Learning alongside a select group of generational peers, you will crystallize priorities and develop a plan of action to guide the next phase of your life and career—and the next phase of the business. Details Address... View Details

31 Oct 2023
HBS Case

Checking Your Ethics: Would You Speak Up in These 3 Sticky Situations?

blurred as to what is considered to be appropriate behavior.” Fubini, who discusses a variety of ethical briar patches with students at HBS, has written a series of mini-cases stemming from real predicaments his former students have... View Details

Keywords: by Michael Blanding; Consulting

11 Nov 2020
Research & Ideas

How Hackathons Help Decide Platform Winners and Losers

Tommy Pan Fang and University of British Columbia business professor David Clough. Wu’s research centers on strategies used by technology entrepreneurs to achieve scale for competitive advantage. Platforms are prime real View Details

Keywords: by Michael Blanding; Technology

June 10, 2021
Article

How to Be a Purpose-Driven Leader in a Capitalist World

By: Celia Bravard, John Pontillo and Andrew J. Hoffman

Today’s business school education isn’t suited to the big challenges facing the world — climate change, economic inequality and racial injustice — that the leaders of tomorrow will be expected to solve. So, how can students and young professionals succeed in a system... View Details

Keywords: Values and Beliefs; Mission and Purpose; Social Issues; Power and Influence; Social and Collaborative Networks; Opportunities

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

23 Jul 2020
Research & Ideas

How Countries Use Financial Policy to Fight COVID-19

confirmed this notion using the detailed database, updated in real time until the end of May. There is a “stark difference between the announcements as a share of GDP in the developed countries relative to... View Details

Keywords: by Rachel Layne

January 1999 (Revised August 1999)
Case

Asia Property Limited

By: William J. Poorvu and Daniel J. Rudd

On October 23, 1998, Bud Lake leafed through his files on property markets in Asia. Lake was responsible for real-estate investments at an aggressive and eclectic investment fund with total assets of $1.5 billion--up from $400 million at its start in 1994. As the fund... View Details

Keywords: Private Ownership; Entrepreneurship; Investment Funds; Globalized Markets and Industries; Public Ownership; Real Estate Industry; Asia; United States; Europe

Educators