Publications

2023
Article

Experimental Evaluation of Individualized Treatment Rules

By: Kosuke Imai and Michael Lingzhi Li

The increasing availability of individual-level data has led to numerous applications of individualized (or personalized) treatment rules (ITRs). Policy makers often wish to empirically evaluate ITRs and compare their relative performance before implementing them in a... View Details

Keywords: Causal Inference; Heterogeneous Treatment Effects; Precision Medicine; Uplift Modeling; Analytics and Data Science; AI and Machine Learning

October–December 2022
Article

Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem

By: Mochen Yang, Edward McFowland III, Gordon Burtch and Gediminas Adomavicius

Combining machine learning with econometric analysis is becoming increasingly prevalent in both research and practice. A common empirical strategy involves the application of predictive modeling techniques to "mine" variables of interest from available data, followed... View Details

Keywords: Machine Learning; Econometric Analysis; Instrumental Variable; Random Forest; Causal Inference; AI and Machine Learning; Forecasting and Prediction

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Article

Health App Policy: International Comparison of Nine Countries' Approaches

By: Anna Essén, Ariel Dora Stern, Christoffer Bjerre Haase, Josip Car, Felix Greaves, Dragana Paparova, Steven Vandeput, Rik Wehrens and David W. Bates

An abundant and growing supply of digital health applications (apps) exists in the commercial tech-sector, which can be bewildering for clinicians, patients, and payers. A growing challenge for the health care system is therefore to facilitate the identification of... View Details

Keywords: Digital Health; Apps; Health Care and Treatment; Internet and the Web; Policy; Global Range; Applications and Software

Article

A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects

By: Edward McFowland III, Sandeep Gangarapu, Ravi Bapna and Tianshu Sun

We define a prescriptive analytics framework that addresses the needs of a constrained decision-maker facing, ex ante, unknown costs and benefits of multiple policy levers. The framework is general in nature and can be deployed in any utility maximizing context, public... View Details

Keywords: Prescriptive Analytics; Heterogeneous Treatment Effects; Optimization; Observed Rank Utility Condition (OUR); Between-treatment Heterogeneity; Machine Learning; Decision Making; Analysis; Mathematical Methods

Purchase

November 2021
Case

Steve Schwarzman on Dealmaking I: “Becoming a ‘Friend of the Situation’” (A)

By: James K. Sebenius and Alex Green

Blackstone Co-founder, Chairman, and CEO Stephen A. Schwarzman, whom Forbes has called “Wall Street’s Greatest Dealmaker,” played a major role in the negotiations that transformed Blackstone from a fragile startup in 1985 with $400,000 in capital into a dominant... View Details

Keywords: Dealmaking; Bargaining; Conflict Resolution; Negotiation; Private Equity; Conflict and Resolution; Entrepreneurship; Problems and Challenges; Negotiation Tactics; Financial Services Industry

Educators

2021
Working Paper

Supply- and Demand-Side Effects in Performance Appraisals: The Role of Gender and Race

By: Iris Bohnet, Oliver P. Hauser and Ariella Kristal

Performance reviews in firms are common but controversial. Managers’ subjective appraisals of their employees’ performance and employees’ self-evaluations might be affected by demographic characteristics, interact with each other as self-evaluations are typically... View Details

Keywords: Performance Appraisals; Gender; Race; Performance Evaluation

Article

The Inpatient Discharge Lounge as a Potential Mechanism to Mitigate Emergency Department Boarding and Crowding

By: Brian Franklin, Sharif Vakili, Robert S. Huckman, Sarah Hosein, Nicholas Falk, Katherine Cheng, Maria Murray, Sheila Harris, Charles A. Morris and Eric Goralnick

Delayed access to inpatient beds for admitted patients contributes significantly to emergency department (ED) boarding and crowding, which have been associated with deleterious patient safety effects. To expedite inpatient bed availability, some hospitals have... View Details

Keywords: Health Care Delivery; Emergency Room; Operations Improvement; Operations Management; Health Care and Treatment; Service Delivery; Operations; Management; Performance Improvement; Service Operations

October 2007
Journal Article

Psychosocial Development and Leader Performance of Military Officer Cadets

By: Scott Snook and Paul T. Bartone

Efforts to educate and develop future military officers aim to produce highly competent, ethical and effective leaders to serve the nation. But while there is general agreement about desired outcomes, the underlying developmental processes associated with these... View Details

Keywords: Forecasting and Prediction; Leadership Development; Performance Evaluation; Personal Development and Career; Social Psychology

We define a prescriptive analytics framework that addresses the needs of a constrained decision-maker facing, ex ante, unknown costs and benefits of multiple policy levers. The framework is general in nature and can be deployed in any utility maximizing... View Details

01 Jun 2022
What Do You Think?

Is Stakeholder Management Facing New Headwinds?

debate between economists such as the Chicago school’s Milton Friedman, who argued that the sole purpose of business is to generate profit for (and presumably transfer wealth to) shareholders by any legal and ethical means, and Yale’s... View Details

Keywords: by James Heskett

13 Mar 2023
Blog Post

Career Journey: Karan Khimji, Co-Founder of 44.01

generations to feel that we kicked the problem down to them, I’d rather solve it now. One of the other unique things about 44.01, aside from the technology, is that we are working in a part of the world that has been known for oil and... View Details

10 Jul 2007
What Do You Think?

How Much of Leadership Is About Control, Delegation, or Theater?

image of General George S. Patton stepping in front of a huge American flag to deliver a stirring speech, whether it really happened or not, is carefully staged theater. When he was commissioner of the New York City Police Department,... View Details

Keywords: by Jim Heskett

22 Jan 2013
First Look

First Look: Jan. 22

PublicationsThe Burden of Guilt: Heavy Backpacks, Light Snacks, and Enhanced Morality Authors:Gino, F., M. Kouchaki, and A. Jami Publication:Journal of Experimental Psychology: General Abstract Drawing on the embodied simulation account... View Details

Keywords: Sean Silverthorne

Web

Sarah McConville | About

Sarah held marketing and communications roles at MIT Press and Houghton Mifflin. She earned a B.A. from Smith College and is a graduate of the General Management Program (GMP20) at Harvard Business School. View Details

18 Apr 2016
Blog Post

Meet the HBS Family Business Club

finance, or for an operating company that is similar to their family’s business before returning to home base. The general management curriculum at HBS exposes students to a variety of functional roles and industries, and this breadth of... View Details

18 Dec 2008
Working Paper Summaries

Concentration Levels in the U.S. Advertising and Marketing Services Industry: Myth vs. Reality

Keywords: by Alvin J. Silk & Charles King III; Advertising

June 2024
Module Note

Value Creation Potential of New Business Models

By: David J. Collis

A business model is composed of three elements. These describe a generic way of creating value and identify the maximum potential value of that model for customers. The elements of a business model are the “job to be done” for the customer, the asset configuration, or... View Details

Keywords: Business Model; Corporate Strategy; Mission and Purpose; Competitive Strategy; Value Creation

Article

Large-Scale Field Experiment Shows Null Effects of Team Demographic Diversity on Outsiders' Willingness to Support the Team

By: Edward H. Chang, Erika L. Kirgios and Rosanna K. Smith

Demographic diversity in the United States is rising, and increasingly, work is conducted in teams. These co-occurring phenomena suggest that it might be increasingly common for work to be conducted by demographically diverse teams. But to date, in spite of copious... View Details

Keywords: Field Experiment; Groups and Teams; Demographics; Diversity; Attitudes