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2021
Working Paper

Accounting for Product Impact in the Airlines Industry

By: George Serafeim and Katie Trinh

We apply the product impact measurement framework of the Impact-Weighted Accounts Initiative (IWAI) in two competitor companies within the airlines industry. We design a monetization methodology that allows us to calculate monetary impact estimates of fare... View Details

March 2024
Module Note

Accounting Standards for the 21st Century

By: Jonas Heese

Over the past two decades, accounting standards have evolved to meet the demands of a rapidly changing business environment. This module note focuses on understanding the impact of these standards on measuring firm performance and financial position in the context of a... View Details

Keywords: Financial Statements; Standards; Performance Evaluation; Change Management

2020
Working Paper

Targeting for Long-Term Outcomes

By: Jeremy Yang, Dean Eckles, Paramveer Dhillon and Sinan Aral

Decision makers often want to target interventions so as to maximize an outcome that is observed only in the long term. This typically requires delaying decisions until the outcome is observed or relying on simple short-term proxies for the long-term outcome. Here we... View Details

Keywords: Targeted Marketing; Optimization; Churn Management; Marketing; Customer Relationship Management; Policy; Learning; Outcome or Result

2021
Working Paper

Accounting for Product Impact in the Telecommunications Industry

By: George Serafeim and Katie Trinh

We apply the product impact measurement framework of the Impact-Weighted Accounts Initiative (IWAI) in two competitor companies within the telecommunications industry. We design a monetization methodology that allows us to calculate monetary impact estimates of network... View Details

Article

Formal Measures in Informal Management: Can a Balanced Scorecard Change a Culture?

By: Robert Gibbons and Robert S. Kaplan

Agency theorists, historically, have analyzed what kinds of performance measures should be used in formal incentive contracts. For example, after Kaplan-Norton proposed a balanced scorecard of both financial and non-financial measures, some envisioned its role only in... View Details

Keywords: Relational Contracts; Performance Measurement; Informal Management; Balanced Scorecard; Economics; Mathematical Methods

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2015
Case

Fine Harvest Restaurant Group (cases A and B)

By: Clara (Xiaoling) Chen, Kenneth A. Merchant, Tatiana Sandino and Wim A. Van der Stede

The Fine Harvest Restaurant Group cases A and B examine a company's design of a new system to evaluate the performance (and determine the bonuses) for its restaurant managers. Fine Harvest had traditionally evaluated restaurant managers based on store margins and had... View Details

Keywords: Incentive Systems; Relative Performance Evaluation; Restaurant Industry; Accounting; Economics; Human Resources; Measurement and Metrics; Labor; Performance; Salesforce Management; Retail Industry; North and Central America

12 Oct 1999
Research & Ideas

Paid for Success: Options for Compensating CEOs

changes account for the rest." But he contends that many stock option packages do not tie executives' pay to performance as effectively as they might. According to some of... View Details

Keywords: by Judith A. Ross

November 2010 (Revised May 2014)
Case

Dow's Bid for Rohm and Haas

By: Benjamin C. Esty and David Lane

This case analyzes Dow Chemical Company's proposed acquisition of Rohm and Haas in 2008. The $18.8 billion acquisition was part of Dow's strategic transformation from a slow-growth, low-margin, and cyclical producer of basic chemicals into a higher-growth,... View Details

Keywords: Mergers and Acquisitions; Financial Crisis; Capital Structure; Financial Condition; Financial Management; Contracts; Lawsuits and Litigation; Risk and Uncertainty; Valuation; Chemical Industry

February 2005 (Revised November 2006)
Background Note

Using Data Desk for Statistical Analysis

By: Frances X. Frei and Dennis Campbell

Describes how to use the Data Desk software package to perform statistical analysis. View Details

Keywords: Mathematical Methods

July 2010
Teaching Note

Executive Pay and the Credit Crisis of 2008 (TN) (A) and (B) and The Credit Crisis of 2008: An Overview

By: V.G. Narayanan and Lisa Brem

Teaching Note for 109036, 110005, and 110048. View Details

Keywords: Financial Crisis; Compensation and Benefits; Management Teams

June 2000
Teaching Note

Morgan Stanley: Becoming a "One-Firm" Firm and The Firmwide 360-degree Performance Evaluation Process at Morgan Stanley TN

By: M. Diane Burton, Thomas J. DeLong and Charles A. O'Reilly III

Teaching Note for (9-400-043) and (9-498-053). View Details

June 2001 (Revised September 2011)
Case

PepsiCo's Bid for Quaker Oats (A)

By: Carliss Y. Baldwin and Leonid P Sudakov

Throughout 1999, PepsiCo closely tracked several potential strategic acquisitions. In the fall of 2000, it appeared that the right moment for an equity-financed acquisition had arrived. At this time, PepsiCo management decided to initiate confidential discussions with... View Details

Keywords: Mergers and Acquisitions; Private Equity; Stock Shares; Negotiation; Strategy; Valuation; Food and Beverage Industry

January 2021
Case

Toyota and Its Labor Union in Argentina (A)

By: Jorge Tamayo, Erik Snowberg and Jenyfeer Martinez Buitrago

In 2011, Daniel Herrero, CEO of Toyota Argentina (TASA) since 2010, was about to meet with the Secretary-General of the union representing automotive industry workers in the country. The company produced vehicles in Argentina since 1997 at their plant at Zárate, and,... View Details

Keywords: Manufacturing Performance; Bargaining; Production; Performance; Labor Unions; Labor and Management Relations; Fairness; Factories, Labs, and Plants; Auto Industry; Argentina

2005
Working Paper

Macro for Managers

By: David A. Moss

This note attempts to provide a conceptual overview of macroeconomics. Designed for managers and students of management, it emphasizes fundamental ideas and relationships, rather than mathematical models and formulas. The note identifies—and is structured around—three... View Details

Keywords: Macroeconomics; Money; Relationships; Performance Expectations

2023
Working Paper

Design-Based Inference for Multi-arm Bandits

By: Dae Woong Ham, Iavor I. Bojinov, Michael Lindon and Martin Tingley

Multi-arm bandits are gaining popularity as they enable real-world sequential decision-making across application areas, including clinical trials, recommender systems, and online decision-making. Consequently, there is an increased desire to use the available... View Details

Keywords: Analytics and Data Science; Mathematical Methods

June 2025
Case

Accounting for OpenAI at Microsoft

By: Jonas Heese, Joseph Pacelli, Nicole Zelazko and Michael Norris

In early 2025, Microsoft was evaluating the impact of its $14 billion investment in OpenAI. As OpenAI’s computing needs expanded, Microsoft positioned Azure as the exclusive provider for training and inference of their large language models. Despite the scale of the... View Details

Keywords: Accounting; Financial Reporting; Revenue Recognition; Corporate Finance; Capital; Investment; Revenue; AI and Machine Learning; Valuation; Governance; Technology Industry; Financial Services Industry; Web Services Industry; Information Technology Industry; United States

December 2023
Case

Robert McNamara: Changing the World

By: Robert Simons and Shirley Sun

This case traces the life of Robert McNamara from Harvard Business School to Ford Motor Company to the U.S. Department of Defense. McNamara excelled in every job along the way: becoming the youngest-ever professor at Harvard Business School, the first non-family... View Details

Keywords: Performance Measurement; Military; Leadership Development; Values and Beliefs; Personal Characteristics; Leadership Style; Success; Business and Government Relations; Power and Influence; Business Education; War

April 2023
Article

Performance on Patient Experience Measures of Former Chief Medical Residents as Physician Exemplars Chosen by the Profession

By: Lucy Chen and J. Michael McWilliams

OBJECTIVE To compare care for patients of primary care physicians (PCPs) who were former chiefs with care for patients of nonchief PCPs.

DESIGN, SETTING, AND PARTICIPANTS Using 2010 to 2018 Medicare Fee-For-Service Consumer Assessment of Healthcare... View Details

Keywords: Performance Evaluation; Forecasting and Prediction; Knowledge Use and Leverage; Competency and Skills; Surveys; Health Industry

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28 Dec 2010
Working Paper Summaries

The Psychological Costs of Pay-for-Performance: Implications for Strategic Compensation

Keywords: by Ian Larkin, Lamar Pierce & Francesca Gino

June 2023 (Revised August 2023)
Background Note

Subscription Models: Recurring Revenues for Lasting Growth

By: Elie Ofek and Amy Konary

This note offers a comprehensive exposition to subscription revenue models and aims to explain their recent rise. It covers the advantages to firms of employing a subscription-based approach to monetization (as opposed to “one-off” upfront payment), as well as the... View Details

Keywords: Business Model; Revenue; Product Design

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