Publications

29 Jul 2014
First Look

First Look: July 29

Working Papers Learning from the Kursk Submarine Rescue Failure: The Case for Pluralistic Risk Management. By: Mikes, Anette, and Amram Migdal Abstract—The Kursk, a Russian nuclear‐powered submarine, sank in the relatively shallow waters of the Barents Sea in August... View Details

Keywords: Sean Silverthorne

2024
Article

Neyman Meets Causal Machine Learning: Experimental Evaluation of Individualized Treatment Rules

By: Michael Lingzhi Li and Kosuke Imai

A century ago, Neyman showed how to evaluate the efficacy of treatment using a randomized experiment under a minimal set of assumptions. This classical repeated sampling framework serves as a basis of routine experimental analyses conducted by today’s scientists across... View Details

Keywords: AI and Machine Learning; Research

Article

Counterfactual Explanations Can Be Manipulated

By: Dylan Slack, Sophie Hilgard, Himabindu Lakkaraju and Sameer Singh

Counterfactual explanations are useful for both generating recourse and auditing fairness between groups. We seek to understand whether adversaries can manipulate counterfactual explanations in an algorithmic recourse setting: if counterfactual explanations indicate... View Details

Keywords: Machine Learning Models; Counterfactual Explanations

2017
Chapter

U.S. High-Skilled Immigration, Innovation, and Entrepreneurship: Empirical Approaches and Evidence

By: William R. Kerr

High-skilled immigrants are a very important component of U.S. innovation and entrepreneurship. Immigrants account for roughly a quarter of U.S. workers in these fields, and they have a similar contribution in terms of output measures like patents or firm starts. This... View Details

Keywords: Innovation; Diaspora; Diasporas; Entrepreneurship; Innovation and Invention; Immigration; United States

March 1997 (Revised March 1998)
Case

Help the World See: Self-Sustaining Eye Care in Belize

In 1992, Help the World See (HTWS), a U.S. nonprofit organization dedicated to improving eye care in developing countries, established permanent, self-sustaining eye care clinics in Belize in conjunction with the Belize Council for the Visually Impaired (BCVI). The... View Details

Keywords: Conflict of Interests; Nonprofit Organizations; Health Care and Treatment; Health Industry; Belize

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Article

Towards Robust and Reliable Algorithmic Recourse

By: Sohini Upadhyay, Shalmali Joshi and Himabindu Lakkaraju

As predictive models are increasingly being deployed in high-stakes decision making (e.g., loan approvals), there has been growing interest in post-hoc techniques which provide recourse to affected individuals. These techniques generate recourses under the assumption... View Details

Keywords: Machine Learning Models; Algorithmic Recourse; Decision Making; Forecasting and Prediction

2019
Chapter

Characterizing the Drug Development Pipeline for Precision Medicines

By: Amitabh Chandra, Craig Garthwaite and Ariel Dora Stern

BOOK ABSTRACT: Personalized and precision medicine (PPM)—the targeting of therapies according to an individual’s genetic, environmental, or lifestyle characteristics—is becoming an increasingly important approach in health care treatment and prevention. The advancement... View Details

Keywords: Healthcare; Precision Medicine

December 2019
Article

Communicating with Warmth in Distributive Negotiations Is Surprisingly Counterproductive

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

When entering into a negotiation, individuals have the choice to enact a variety of communication styles. We test the differential impact of being “warm and friendly” versus “tough and firm” in a distributive negotiation, when first offers are held constant and... View Details

Keywords: Negotiation Style; Communication Strategy; Perception; Performance Effectiveness; Outcome or Result

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January 2014
Case

Social Strategy at Cisco Systems

By: Mikolaj Jan Piskorski, Daniel Malter and Aaron Smith

In April 2013, Jeanne Beliveau-Dunn, vice president and general manager for Learning@Cisco Systems, was planning the future of the Cisco Learning Network, an online platform hosted at Cisco.com. Since its launch in 2008, the Cisco Learning Network provided content to... View Details

Keywords: Networks; Digital Platforms; Internet and the Web; Competency and Skills; Learning; Web Services Industry

May 2006 (Revised February 2012)
Case

General Electric's 20th Century CEOs (Abridged)

By: Nitin Nohria, Anthony J. Mayo and Mark Benson

General Electric thrived in every decade of the 20th century. Since its founding in 1892, GE has placed a high value on picking and training the best people. Staff members worked with other scientists in the company's research lab to design and manufacture new and... View Details

Keywords: Business History; Leadership Style; Growth and Development Strategy; Management Style

August 2020
Case

Gerald Chertavian

By: Leslie Perlow and Matthew Preble

Gerald Chertavian (HBS 1992) finds himself at a personal crossroads. It is 1999--the height of the dot com-bubble--and Chertavian and his business partners have just sold their Internet-based business for $83 million. His share of the sale’s proceeds means that he has... View Details

Keywords: Social Enterprise; Personal Development and Career; Decision Choices and Conditions

June 2016
Teaching Note

HubSpot: Lower Churn through Greater CHI

By: Jill Avery, Asis Martinez Jerez and Thomas Steenburgh

HubSpot, a web marketing startup selling inbound marketing software to small- and medium-sized businesses, is under pressure from its venture capital partners to rapidly acquire new customers and to maintain a low level of customer churn. The B2B SaaS company is in the... View Details

Keywords: CRM; Customer Acquisition; Customer Retention; Churn Management; SaaS Business Models; Customer Lifetime Value; Venture Capital; Startup; Software; Monitoring And Control; Marketing; Customer Relationship Management; Marketing Strategy; Accounting; Technology Industry; United States

July 2001 (Revised May 2002)
Case

Making a Doctor

Three doctors were interviewed to learn how they were trained to be a physicians. One was a family practice senior resident, one was a critical care pediatric chief resident, and one was an orthopedic staff surgeon 18 months out of residency. All three were interviewed... View Details

Keywords: Personal Development and Career; Health Care and Treatment; Business Processes; Health Industry

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Research Summary

Overview

I am currently a Principal or Co-Principal Investigator of five field-based randomized controlled trials, each of which examines the management of lay health workers in developing countries, with an eye toward generating theoretical insights and policy guidance on how... View Details

Keywords: Development Economics; Policy; Health; Human Resources; Africa; India; United States

Research Summary

Overview

I am currently a Principal or Co-Principal Investigator of five field-based randomized controlled trials, each of which examines the management of lay health workers in developing countries, with an eye toward generating theoretical insights and policy guidance on how... View Details

Keywords: Development Economics; Policy; Health; Human Resources; Africa; India; United States

September 2016 (Revised July 2017)
Case

Transferring Knowledge Between Projects at NASA JPL (A)

By: Dorothy Leonard and Christopher Myers

The Jet Propulsion Laboratory, a federally funded research institution within NASA, the U.S. National Aeronautics and Space Administration, has played a large role in many space and planetary explorations, particularly to the planet Mars. As a project-based... View Details

Keywords: Knowledge Sharing; Knowledge Management; Employees; Experience and Expertise; Aerospace Industry; United States