Publications

Top management structures in large US firms have changed significantly since the mid-1980s. While the size of the executive team—the group of managers reporting directly to the CEO—doubled during this period, this growth was driven primarily by an... View Details

2011
Other Unpublished Work

Military Ties, New Ventures, and Political Risk Management in Emerging Economies

By: Shon R. Hiatt and Wesley Sine

New ventures in emerging economies face a number of challenges such as political instability, corruption, and uncertain property rights that can severely hinder their ability to grow and survive, yet little is known about how startups can mitigate such risk. Using data... View Details

Keywords: Risk Management; Business Startups; Government and Politics; Developing Countries and Economies; Latin America

August 2015 (Revised January 2017)
Technical Note

From Correlation to Causation

By: Feng Zhu and Karim R. Lakhani

To make sound business decisions, managers must be comfortable with the concepts of correlation and causation. This background note provides an overview of correlation and causation using examples and explains why the former does not imply the latter. It also describes... View Details

Keywords: Statistics; Regression; Data Analytics; Decisions; Forecasting and Prediction; Judgments

2020
Article

Public Sentiment and the Price of Corporate Sustainability

By: George Serafeim

Combining corporate sustainability performance scores based on environmental, social, and governance (ESG) data with big data measuring public sentiment about a company’s sustainability performance, I find that the valuation premium paid for companies with strong... View Details

Keywords: Sustainability; ESG; ESG (Environmental, Social, Governance) Performance; Investment Management; Investment Strategy; Big Data; Machine Learning; Environment; Environmental Sustainability; Corporate Governance; Performance; Asset Pricing; Investment; Management; Strategy; Human Capital; Public Opinion; Value; Analytics and Data Science

SSRN

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September 2020 (Revised July 2022)
Exercise

Artea (D): Discrimination through Algorithmic Bias in Targeting

By: Eva Ascarza and Ayelet Israeli

This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The... View Details

Keywords: Targeted Advertising; Discrimination; Algorithmic Data; Bias; Advertising; Race; Gender; Marketing; Diversity; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States

Web

Credential of Leadership, Impact, and Management in Business | HBS Online

Introduction to Credential of Leadership, Impact, and Management in Business (CLIMB) Our Most Comprehensive Offering 5 pre-set courses + 2 electives + a capstone project. Choose from the New Leader or Experienced Leader learning paths.... View Details

January 2025 (Revised March 2025)
Case

Thomas Müller: Mr. Bayern Munich

By: Boris Groysberg, Sascha L. Schmidt, Alexander Liebhart and Sarah Abbott

In 2024, FC Bayern Munich superstar Thomas Müller announced his retirement from German national football. His contract with Bayern Munich runs through the end of the 2024-25 season. In 2025, Müller reflects on his long career in football, on the skills that have driven... View Details

Keywords: Soccer; Football; Data Science And Analytics Management; Bundesliga; Sports Data; ＂Sports Organizations,; Career Changes And Transitions; Career Management; Retirement Transition; Skills Development; Analysis; Competency and Skills; Decision Making; Performance; Personal Development and Career; Retirement; Transition; Sports Industry; Germany

June 2018 (Revised June 2018)
Case

Facebook Confronts a Crisis of Trust

By: William W. George and Amram Migdal

The case, “Facebook Confronts a Crisis of Trust,” starts with the crisis Facebook founder and CEO Mark Zuckerberg is facing in March 2018 over Cambridge Analytica’s accessing data from 87 million Facebook accounts in order to influence the 2016 U.S. Presidential... View Details

June 2023
Simulation

Artea Dashboard and Targeting Policy Evaluation

By: Ayelet Israeli and Eva Ascarza

Companies deploy A/B experiments to gain valuable insights about their customers in order to answer strategic business problems. In marketing, A/B tests are often used to evaluate marketing interventions intended to generate incremental outcomes for the firm. The Artea... View Details

Web

Technology & Operations Management Awards & Honors - Faculty & Research

Operations Research and the Management Sciences (INFORMS) for "Data-driven COVID-19 Vaccine Development for Janssen" with Dimitris J. Bertsimas, Omar Skali Lami, Hamza Tazi Bouardi, et al. Edward McFowland III : Recipient of a 2018 Adobe... View Details

07 Apr 2022
Blog Post

Product Management at HBS: Roll Up Your Sleeves and Learn by Doing

a mobile base building game called Regent, and by taking a series of elective courses across multiple disciplines, from artificial intelligence to data science to business strategy. The Product Management... View Details

Fast Answer

Managing Service Operations: Research resources for new service design

coursework. That helps our information research staff to understand the context of your question. Research topics Suggested Resources Company/Competitors Capital IQ Profiles and data on public, private companies and investment firms such... View Details

24 Jun 2013
Working Paper Summaries

The Entrepreneurial Gap: How Managers Adjust Span of Accountability and Span of Control to Implement Business Strategy

Keywords: by Robert L. Simons

2021
Working Paper

T-Shaped Managers—One Size Does Not Fit All: Exploratory Study from the Military

By: Hise O. Gibson

People are an organization’s most important resource. Managers who are collaborative and innovative ensure that organizations remain competitive. This type of manager has been referred to as a T-shaped manager. “T” given that the vertical portion represents the depth... View Details

Keywords: T-shaped Management; Leader Development; Talent Management; Leadership Style; Leadership Development; Management Skills; Talent and Talent Management

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1991
Article

Job Satisfaction, Service Capability and Customer Satisfaction: An Examination of Linkages and Management Implications

By: Leonard A. Schlesinger and Jeffrey Zornitsky

Survey data from 1,277 employees and 4,269 customers of a personal lines insurance organization were analyzed with the following results: (a) employee perceptions of service quality are positively related to both job satisfaction and self-perceived service capability;... View Details

Keywords: Service Delivery; Satisfaction; Jobs and Positions; Customer Satisfaction

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Fast Answer

Managing & Investing in a Fast-Growing Emerging Market: India

Library and related resources for Managing & Investing in a Fast-Growing Emerging Market: India View Details

13 Sep 2019
Blog Post

An Uncommon Summer: Project Management at an Education Non-Profit

stored, used, and collaborated on information in eight digital systems and their knowledge management practice was, in their words, “a nightmare.” The team’s leadership acknowledged these problems but didn’t have the capacity to work... View Details

1 Aug 2010
Conference Presentation

Firm Performance, Top Management and Minority Hiring: African‐American Coaches in the NFL, 1970‐2007

By: Andrew Hill and David Thomas

Studies of minority hiring have found that low-status firms are more likely to hire minority candidates. However, most work has examined hiring for entry and mid-level positions, not senior management, which differs in the level of 1) uncertainty regarding the optimal... View Details

Keywords: Performance Evaluation; Management Teams; Recruitment; Relationships; Risk and Uncertainty; Ethnicity; Sports Industry; Africa; United States

2013
Working Paper

Managing Firms in an Emerging Economy: Evidence from the Time Use of Indian CEOs

By: Raffaella Sadun

The success or failure of a company is often ascribed to the behavior of its CEO. Yet little is known about what top managers actually do, whether this matters for firm performance, and why it differs across firms. We provide some answers by developing a new survey... View Details

Keywords: Management Style; Performance; Outcome or Result; Management Teams; Manufacturing Industry; India