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

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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

Web

Augustine Heard & Co.: Building a Family Business - A Chronicle of the China Trade

Home Site map Map / Directions Search: General Information HBS Home About Annual Report Campus Commencement Dean Nohria Employment Give News New Construction Academic Programs Doctoral Programs Executive Education MBA Summer Venture in... View Details

02 Oct 2012
First Look

First Look: October 2

boundaries of firms. And it also studies the development of British industrial science in universities and efforts to promote innovation through the formation of industry clusters. Overall, the evidence supports the traditional story of British failure in View Details

Keywords: Sean Silverthorne

13 Nov 2017
Blog Post

5 Worries I Had about Applying to HBS

wouldn’t be able to afford an MBA How would I pay for the MBA? What would I do about fees and living expenses? I learned more about financial aid at HBS and realized it’s hard to find anyone who gets in and doesn’t attend because they cannot afford it. HBS offers very... View Details

10 Nov 2021
Blog Post

Veterans in the MBA Program: Profiles of Service

passed, she wondered if military service could be how she could serve her country—as a first generation American, she had always wanted to give back to the country that granted her family asylum when they fled Cuba in the 1959 communist... View Details

22 Dec 2022
Blog Post

TOP 10 MBA VOICES BLOGS OF 2022

problem in 2016 was autonomous vehicles and I was fortunate enough to join Ford as a Machine Learning Researcher. I wrote software, generated intellectual property, and talked about autonomous vehicles in international industry... View Details

2019
Article

Can Big Data Improve Firm Decision Quality? The Role of Data Quality and Data Diagnosticity

By: Maryam Ghasemaghaei and Goran Calic

Anecdotal evidence suggests that, despite the large variety of data, the huge volume of generated data, and the fast velocity of obtaining data (i.e., big data), quality of big data is far from perfect. Therefore, many firms defer collecting and integrating big data as... View Details

Keywords: Big Data; Analytics and Data Science; Decisions; Quality

September 2024
Case

Topaz: Navigating Governance, Legacy, and Change

By: Christina R. Wing and Carla Larangeira

Since its founding in 2011, the Garza Sada brothers and their father positioned Topaz among leading family offices in Monterrey, Mexico, with several assets under management. Topaz aspired to have a transformative impact across multiple Mexican industries. An industry... View Details

Keywords: Business Conglomerates; Family Business; Governance; Governing and Advisory Boards; Managerial Roles; Management Succession; Family Ownership; Financial Services Industry; Real Estate Industry; Education Industry; Energy Industry; Latin America; Mexico

Educators

September 30, 2019
Article

Climate Change and Our Emerging Cultural Shift

By: Andrew J. Hoffman

Today, we have made climate change trivial by making its solutions easy, looking for simple answers that are palatable, generally framing it in the language of commerce. In the long run, it won’t work. There is no technological or political silver bullet to solving our... View Details

Keywords: Culture; Climate Change; Values and Beliefs; Transition

June 2021
Case

HelloSelf: Launch

By: John R. Wells and Benjamin Weinstock

In April 2021, Charles Wells, founder and CEO of HelloSelf was reflecting on the company’s progress since it launched two years earlier. HelloSelf’s goal was to help the mentally ill recover and those who were mentally fit to stay well and feel even better. To do this,... View Details

Keywords: Mental Health; Health Care and Treatment; Internet and the Web; Growth and Development Strategy; Great Britain

Educators

Purchase

2022
Chapter

Of Learning and Forgetting: Centrism, Populism, and the Legitimacy Crisis of Globalization

By: Rawi Abdelal

Every order is a bargain with disappointments and trade-offs. Thus is every order an unstable equilibrium. The first era of globalization, circa 1870–1914, created both international prosperity and domestic instability. That instability was fully realized during the... View Details

Keywords: Globalization; Policy; Economic Systems; Balance and Stability; Europe; European Union; United States