Publications

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Causal inference is the study of how actions, interventions, or treatments affect outcomes of interest. The methods that have received the lion’s share of attention in the data science literature for establishing causation are variations of randomized... View Details

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

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March–April 2017
Article

Advancing Conservation by Understanding and Influencing Human Behavior

By: Sheila M. Reddy, Jensen Montambault, Yuta J. Masuda, Ayelet Gneezy, Elizabeth Keenan, William Butler, Jonathan R. Fisher and Stanley T. Asah

Behavioral sciences can advance conservation by systematically identifying behavioral barriers to conservation and how to best overcome them. Behavioral sciences have informed policy in many other realms (e.g., health, savings), but they are a largely untapped resource... View Details

Keywords: Adaptive Management; Awareness; Behavioral Economics; Behavioral Science; Conservation Intervention; Conservation Planning; Decision-making; Incentives; Nudge; Management; Motivation and Incentives; Behavior; Marketing; Decision Making; Environmental Sustainability; Economics

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October 2002 (Revised March 2013)
Case

Intermountain Health Care

By: Richard M.J. Bohmer, Amy C. Edmondson and Laura Feldman

Intermountain Health Care (IHC), an integrated delivery system based in Utah, has adopted a new strategy for managing health care delivery. The approach focuses management attention not only on the facilities where care takes place but also on physician decision making... View Details

Keywords: Ethnicity; Innovation Strategy; Cost Management; Information Technology; Organizational Structure; Technology Adoption; Performance Improvement; Problems and Challenges; Adoption; Change Management; Cost vs Benefits; Health Care and Treatment; Health Industry; Utah

Jeff Fossett is a doctoral student in the Technology and Operations Management Unit at Harvard Business School. He is interested in economic and policy questions related to technology platforms and online marketplaces. Previously, Jeff was a member of the Data Science... View Details

Keywords: information technology industry

Seth Neel

Seth Neel is an Assistant Professor housed in the Department of Technology and Operations Management (TOM) at HBS, and a Faculty Affiliate in Computer Science at SEAS. He is Principal Investigator of the Trustworthy AI Lab in Harvard's new View Details

November 2019 (Revised May 2020)
Case

Collibra

By: Lynda M. Applegate, Jeffrey F. Rayport and Julia Kelley

Founded in 2008 at Vrije Universiteit Brussels, Collibra was a data intelligence company that found product-market fit in the years after the global financial crisis when many companies were under pressure from consumers and governments to improve their data management... View Details

01 Dec 2020
News

In the Zone

good about myself; it’s about unlocking the great potential that exists in this community.” After joining HCZ as a senior manager and special assistant to Canada, Owusu-Kesse was named COO in 2014; in July 2020, he became CEO. (Canada... View Details

Keywords: Julia Hanna; nonprofit management; urban development; leadership; public education; Educational Services

05 May 2022
HBS Seminar

Caleb Kwon, Harvard Business School

14 Aug 2008
Working Paper Summaries

The Agglomeration of U.S. Ethnic Inventors

Keywords: by William R. Kerr; Technology

2018
Book

Varieties of Green Business: Industries, Nations and Time

By: Geoffrey Jones

Published at a time of ever-increasing warnings that the pace of climate change and other environmental changes risk making the Earth unsustainable within our own lifetimes, this book looks at the past of green business to identify lessons for the future. It provides... View Details

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January 2020 (Revised July 2020)
Supplement

MoviePass: The 'Get Big Fast' Strategy

By: Benjamin C. Esty and Daniel Fisher

In August 2017, MoviePass dramatically lowered its subscription price from $50 per month to just $10 for up to one movie per day. The idea was to rapidly scale the business to the point where they could generate incremental revenue streams form related businesses... View Details

2009
Case

Innovamedica: Innovation in an Emerging Market

By: Roberto Charvel, Fernando Fabre and T. Putimahtama

Innovamedica was a medical start up with several state of the art devices such as a silicon substitute heart and other inventions. However, the founding scientist was struggling in attracting talent and fundraising and that had an impact on growth. View Details

Keywords: Biotech; Entrepreneurial Finance; Entrepreneurship; Start-up; Emergent Countries; Business Startups; Talent and Talent Management; Design; Corporate Entrepreneurship; Private Equity; Health Testing and Trials; Innovation and Invention; Managerial Roles; Biotechnology Industry; Latin America; North and Central America

Research Summary

Customer Intelligence

Data and Reality Mining for Business Applications
Business Value of Social Networks
Customer Behavior Patterns
Analitical Customer Relationship Management

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August 2001
Case

Scios, Inc.

By: Regina E. Herzlinger

Scios, filled with distinguished scientists and experienced managers, nevertheless fails to clear the FDA Phase III process for an important biotechnology drug. This case asks the students to analyze the social costs and benefits of the regulatory process. View Details

Keywords: Governing Rules, Regulations, and Reforms; Health Care and Treatment; Cost Management; Cost vs Benefits; Social Issues; Pharmaceutical Industry; United States

September 2023 (Revised December 2023)
Case

TetraScience: Noise and Signal

By: Thomas R. Eisenmann and Tom Quinn

In 2019, TetraScience CEO “Spin” Wang needed advice. Five years earlier, he had cofounded a startup that saw early success with a hardware product designed to help laboratory scientists in the biotechnology and pharmaceutical spaces more easily collect data from... View Details

Keywords: Entrepreneurship; Business Growth and Maturation; Business Organization; Restructuring; Forecasting and Prediction; Digital Platforms; Analytics and Data Science; AI and Machine Learning; Organizational Structure; Network Effects; Competitive Strategy; Biotechnology Industry; Pharmaceutical Industry; United States; Boston

14 Feb 2022
Research & Ideas

Curiosity, Not Coding: 6 Skills Leaders Need in the Digital Age

with more data and analytics, executives we talked to said that leaders still need to adopt holistic thinking and stay open to the unexpected. They must learn to stretch their "own imagination and creativity" to envision what the future... View Details

Keywords: by Linda A. Hill, Ann Le Cam, Sunand Menon, and Emily Tedards; Technology

2022
Chapter

Sustainability Science and Corporate Cleanup in Community Fields: The Translation, Resistance and Integration Process Model

By: P. Devereaux Jennings, Maggie Cascadden and Andrew J. Hoffman

Both practically and theoretically, the sustainability science and corporate operation perspectives often diverge. Overcoming this divergence requires some degree of engagement with organizational field members; not just negotiation, but on-the-ground process work to... View Details

Keywords: Environmental Sustainability; Business Processes; Science-Based Business; Research