Publications

01 Aug 2022
What Do You Think?

Does Religious Belief Affect Organizational Performance?

the question is extended more broadly to organizations in general, there is little for us to go on in responding to the question. The impact of culture on performance has interested me for several decades, having teamed in 1992 with John... View Details

Keywords: Re: James L. Heskett

Christopher T. Stanton

Christopher Stanton is Marvin Bower Associate Professor of Business Administration in the Entrepreneurial Management Unit. Professor Stanton's research streams focus on personnel economics, organizational economics, labor markets, and entrepreneurship. His MBA... View Details

January 2002 (Revised January 2004)
Case

Cola Wars Continue: Coke and Pepsi in the Twenty-First Century

By: David B. Yoffie and Yusi Wang

Examines the industry structure and competitive strategy of Coca-cola and Pepsi over 100 years of rivalry. New challenges of the 21st century included boosting flagging domestic cola sales and finding new revenue streams. Both firms also began to modify their bottling,... View Details

Keywords: Price; Growth and Development; Brands and Branding; Emerging Markets; Industry Structures; Performance; Competition; Competitive Strategy; Food and Beverage Industry; United States

Randolph B. (Randy) Cohen is the MBA Class of 1975 Senior Lecturer of Entrepreneurial Management in the Finance Unit at Harvard Business School. Cohen’s main research focus has been the identification of top investment managers and the prediction of manager... View Details

Keywords: financial services; investment banking industry

02 Nov 2006
Working Paper Summaries

Resolving Information Asymmetries in Markets: The Role of Certified Management Programs

Keywords: by Michael W. Toffel

April 2014 (Revised March 2018)
Case

Texas Children's Hospital: Congenital Heart Disease Care

By: Michael E. Porter, Justin M. Bachmann and Zachary C. Landman

In 2014, Dr. Charles D. Fraser Jr., Surgeon-in-Chief of Texas Children's Hospital in Houston, was contemplating the future direction of the congenital heart disease program. The nation's largest pediatric hospital, Texas Children's was ranked by U.S. News & World... View Details

Keywords: Health Care; Congenital Heart Disease; Integrated Practice Units; Health Care and Treatment; Outcome or Result; Measurement and Metrics; Performance Improvement; Health Industry; United States; Texas

08 Oct 2020
Research & Ideas

Keep Your Weary Workers Engaged and Motivated

by allocating rewards and resources for both traditional performance and for learning activities. What has changed and what hasn’t? The four drives themselves, fundamental to human psychology, have not changed. The COVID-19 pandemic has... View Details

Keywords: by Boris Groysberg and Robin Abrahams

26 Aug 2002
Research & Ideas

High-Stakes Decision Making: The Lessons of Mount Everest

to avoid repeating the mistakes of the past seems like an admirable goal. Naturally, some observers attribute the poor performance of others to human error of one kind or another. They blame the firm's leaders for making critical... View Details

Keywords: by Michael A. Roberto

winter 1985
Article

The Nonpecuniary Costs of Automobile Emissions Standards

By: Timothy F. Bresnahan and Dennis Yao

An important component of the costs of automotive air-pollution control has been nonpecuniary: a decline in vehicle performance characteristics. This regulatory impact on what the auto industry calls "drivability" has never been quantified, although there is... View Details

Keywords: Transportation; Pollutants; Cost; Standards; Performance; Quality; Auto Industry

Find at Harvard

27 Mar 2012
First Look

First Look: March 27

U.S., and an experimental exercise) that are consistent with the model. Working PapersWhen Performance Trumps Gender Bias: Joint versus Separate Evaluation Authors:Iris Bohnet, Alexandra van Geen, and Max H. Bazerman Abstract We examine... View Details

Keywords: Carmen Nobel

Web

Negotiation, Organizations & Markets - Faculty & Research

practice. Keywords: Corporate Governance ; Law ; Business and Shareholder Relations Citation Find at Harvard Register to Read Related Ma, Yueran, and Andrei Shleifer. "The Invention of Corporate Governance." NBER Working Paper Series, No. 33710, April 2025. Gender and... View Details

Research Summary

Overview

By: Feng Zhu

Professor Zhu’s research focuses on the design of platform business models and its impact on platform performance. Platforms have become central to our economy. A platform is a product or service that enables two or more customer groups to interact. For example,... View Details

Research Summary

Financing New Business Formation

By: Paul A. Gompers

New business creation has become a potent force for economicdevelopment in the United States. Prior to 1980, large firms created the majority of new jobs in the American economy. While considerable debate rages over whether small firms are the source of recent job... View Details

2023
Article

Verifiable Feature Attributions: A Bridge between Post Hoc Explainability and Inherent Interpretability

By: Usha Bhalla, Suraj Srinivas and Himabindu Lakkaraju

With the increased deployment of machine learning models in various real-world applications, researchers and practitioners alike have emphasized the need for explanations of model behaviour. To this end, two broad strategies have been outlined in prior literature to... View Details

Keywords: AI and Machine Learning; Mathematical Methods

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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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Web

Europe - Global

co-authored with Daniela Beyersdorfer, Director of Research & Administration at the Europe Research Center (ERC). From electric sports cars to digital customer experiences like “Track Your Dream,” the case—based on deep field research in Germany—reveals how Porsche is... View Details

21 Feb 2017
First Look

First Look at New Research: February 21

to pose a problem for the economy. Download working paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=52111 Seeking to Belong: How the Words of Internal and External Beneficiaries Influence Performance By: Green, Paul, Francesca Gino,... View Details

Keywords: Carmen Nobel

March 2023 (Revised June 2023)
Case

Pratham 2.0: Sustaining Innovation

By: Brian Trelstad, Samantha Webster and Malini Sen

Pratham is a Mumbai-based nonprofit, which focuses on high-quality, low-cost, and replicable interventions to address gaps in India’s education system. From inception, it has pioneered innovation, from early childhood learning centers to adaptive literacy programs, to... View Details

Keywords: Nonprofit; Talent Management; Innovation; Early Childhood Education; Social Entrepreneurship; Literacy; Leadership Development; Value Creation; Education Industry; Asia; Africa; India