Publications

2022
Article

Data Poisoning Attacks on Off-Policy Evaluation Methods

By: Elita Lobo, Harvineet Singh, Marek Petrik, Cynthia Rudin and Himabindu Lakkaraju

Off-policy Evaluation (OPE) methods are a crucial tool for evaluating policies in high-stakes domains such as healthcare, where exploration is often infeasible, unethical, or expensive. However, the extent to which such methods can be trusted under adversarial threats... View Details

Keywords: Analytics and Data Science; Cybersecurity; Mathematical Methods

July 1995 (Revised October 1995)
Background Note

Electronic Commerce: Trends and Opportunities

By: Lynda M. Applegate and Janis Lee Gogan

In a 1966 Harvard Business Review article, Felix Kaufman implored general managers to think beyond their own organizational boundaries to the possibilities of interorganizational systems (IOS)--networked computers that enable companies to share information and... View Details

Keywords: Internet and the Web; Trends; Opportunities

2010
Chapter

Measuring and Managing Macrofinancial Risk and Financial Stability: A New Framework

By: Dale F. Gray, Robert C. Merton and Zvi Bodie

This paper proposes a new approach to improve the way central banks can analyze and manage the financial risks of a national economy. It is based on the modern theory and practice of contingent claims analysis (CCA), which is successfully used today at the level of... View Details

Keywords: Financial Statements; Economy; Financial Condition; Central Banking; Management Analysis, Tools, and Techniques; Management Practices and Processes; Risk Management; Measurement and Metrics; System Shocks

Research Summary

Overview

The focus of Professor Gross’ research agenda is U.S. technological innovation, innovation policy, and the effects of technological change on economic activity. He is also interested in learning about what drives individual creative behavior. Methodologically, he is... View Details

Keywords: Business History; Technological Innovation; Innovation and Management; Technology Adoption; United States

January 2025
Technical Note

AI vs Human: Analyzing Acceptable Error Rates Using the Confusion Matrix

By: Tsedal Neeley and Tim Englehart

This technical note introduces the confusion matrix as a foundational tool in artificial intelligence (AI) and large language models (LLMs) for assessing the performance of classification models, focusing on their reliability for decision-making. A confusion matrix... View Details

Keywords: Reliability; Confusion Matrix; AI and Machine Learning; Decision Making; Measurement and Metrics; Performance

Educators

Article

Operational Efficiency and Effective Management in the Catheterization Laboratory

By: Grant W. Reed, Michael L. Tushman and Samir R. Kapadia

Operational efficiency is a core business principle in which organizations strive to deliver high-quality goods or services in a cost-effective manner. This concept has become increasingly relevant to cardiac catheterization laboratories, as insurers move away from... View Details

Keywords: Cath Lab; Catheterization Laboratory; Health Care and Treatment; Performance Efficiency; Management; Performance Productivity; Cost Management; Health Industry

August 1995
Background Note

Managing in an Information Age: IT Challenges and Opportunities

By: Lynda M. Applegate

The co-evolution of technology, work, and the workforce over the past 30 years has dramatically influenced our concept of organizations and the industries within which they compete. No longer simply a tool to support "back-office" transactions, IT has become a... View Details

Keywords: Information Technology; Information Management; Restructuring; Technological Innovation; Corporate Strategy; Organizational Design; Organizational Change and Adaptation; Information Technology Industry

2014
Chapter

Promoting Corporate Sustainability through Integrated Reporting: The Role of Investment Fiduciaries and the Responsibilities of the Corporate Board

By: Robert G. Eccles, J. Herron and George Serafeim

This book is a comprehensive reference work exploring recent changes and future trends in the principles that govern institutional investors and fiduciaries. A wide range of contributors offer new perspectives on dynamics that drive the current emphasis on short-term... View Details

Keywords: Governance; Integrated Corporate Reporting; Institutional Investing; Financial Services Industry

July–August 2024
Article

Disclosing Downstream Emissions

By: Robert S. Kaplan and Karthik Ramanna

An increasing number of companies are using the E-liability carbon-accounting method as an important tool for tracking progress toward reducing global emissions in their supply chains. The system does not require formal accounting for downstream emissions—those... View Details

Keywords: Carbon Emissions; Environmental Accounting; Corporate Accountability; Corporate Social Responsibility and Impact; Corporate Disclosure; Environmental Sustainability

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29 Jul 2019
Research & Ideas

How Companies Benefit When Employees Work Remotely

while they're still close enough to seek their employer's support in person. Technology tools can support light supervision. The USPTO's program focused on examiners who worked independently. However, when an employee's work needed a... View Details

Keywords: by Kristen Senz

17 May 2011
First Look

First Look: May 17

Working PapersThe First Deal: The Division of Founder Equity in New Ventures Authors:Thomas F. Hellmann and Noam Wasserman Abstract This paper examines the division of founder shares in entrepreneurial ventures, focusing on the decision of whether or not to divide... View Details

Keywords: Sean Silverthorne

Teaching Interest

AMP 170 - General Management: Processes and Action

The Harvard Business School Advanced Management Program (AMP) helps drive corporate performance by honing individual capabilities to the highest level of performance. The result is a... View Details

Research Summary

Transition Leadership

Michael Watkins is developing frameworks, programs, and e-performance tools for helping leaders to take charge in new senior management roles. New leaders' actions during their first few months on the job have a disproportionate impact on their ultimate success or... View Details

2017
White Paper

Medical Knowledge Synthesis: A Brief Overview

By: Maryaline Catillon

The value of medical research derives from its ability to impact further research and medical practice. Medical knowledge synthesis, bridging the gap between current research, future research and medical practice, is a rapidly changing industry. The expanding mass of... View Details

Keywords: Systematic Review; Clinical Practice Guideline; Textbook; Point-of-care Resource; Health; Knowledge; Research; Practice; Health Industry

May 2018
Article

Linda Babcock: Go-getter and Do-gooder

By: Max Bazerman, Iris Bohnet, Hannah Riley-Bowles and George Loewenstein

In this tribute to the 2007 recipient of the Jeffrey Z. Rubin Theory‐To‐Practice Award from the International Association for Conflict Management (IACM), we celebrate Linda Babcock's contributions to diverse lines of research, her tireless and effective efforts to put... View Details

Keywords: Personal Development and Career; Biography; Research; Negotiation; Leadership; Practice

March 2012
Article

The Incentive Bubble

By: Mihir Desai

The past three decades have seen American capitalism quietly transformed by a single, powerful idea—that financial markets are a suitable tool for measuring performance and structuring compensation. Stock instruments for managers, high-powered incentive contracts for... View Details

Keywords: Economic Systems; Financial Markets; Executive Compensation; Motivation and Incentives; Corporate Governance; Equality and Inequality; Human Capital; United States

March 2011 (Revised July 2011)
Case

Vestas' World of Wind

By: Thomas J. Steenburgh and Elena Corsi

The wind turbine manufacturer Vestas launched the industry's first highly localized and customized new product launch campaigns which used also new tools such as web 2.0 platforms. Used to operate in a market where demand exceeded supply, Vestas had lost contact with... View Details

Keywords: Customer Focus and Relationships; Marketing Channels; Internet and the Web; Product Launch; Demand and Consumers; Advertising Campaigns; Global Strategy; Customization and Personalization; Business and Stakeholder Relations; Finance; Product Marketing; Technology Adoption; Energy Industry

Educators

October 2009
Article

Managing Risk in the New World

By: Robert S. Kaplan, Anette Mikes, Robert Simons, Peter Tufano and Michael Hofmann Jr.

Five experts gathered recently to discuss the future of enterprise risk management: Kaplan, the Baker Foundation Professor at Harvard Business School, who with his colleague David Norton developed the balanced scorecard; Mikes, an assistant professor at HBS who studies... View Details

Keywords: Forecasting and Prediction; Financial Crisis; Capital Structure; Job Cuts and Outsourcing; Risk Management