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  • June 2001 (Revised October 2002)
  • Case

Accounting for the Intel Pentium Chip Flaw

By: Gregory S. Miller, V.G. Narayanan and Lisa Brem
Investigates the 1994 Intel Pentium plan. View Details
Keywords: Fair Value Accounting; Quality; Measurement and Metrics; Cost; Computer Industry
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Miller, Gregory S., V.G. Narayanan, and Lisa Brem. "Accounting for the Intel Pentium Chip Flaw." Harvard Business School Case 101-072, June 2001. (Revised October 2002.)
  • Profile

Rohan Gopaldas

experienced before, serving as an analyst with Global Leisure Partners, an investment bank and private-equity firm. "Bankers and investors play a large role in the hospitality industry," Rohan says. "I gained a lot of insight into how they think, what... View Details
  • Web

Questions for Evaluating Company Culture and Community - Alumni

year? b. Have you developed specific metrics to measure your progress? Additional Resources for Managers Discover why diversity is an essential component of a successful team — and what you can do to foster inclusion and belonging in your... View Details
  • 01 Dec 2020
  • News

Take Time to Transition (If it’s Time)

bank account, and family support system.” Up the structure. Build your own board of directors. “You need a group of people who will offer outside support and call you to account,” Burton advises. Evaluate your approach on a monthly basis. “Look at View Details
  • October 1980 (Revised December 1986)
  • Case

Ernie Budding (A)

Details an instructor's attempt to motivate his section to raise its classroom performance standards. Outlines the situation when the section was performing well, the decline in standards, the action the professor took to revise the situation, and the final outcome. View Details
Keywords: Strategy; Performance Improvement; Outcome or Result; Standards; Education Industry
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Christensen, C. Roland, and Abby J. Hansen PHD. "Ernie Budding (A)." Harvard Business School Case 381-038, October 1980. (Revised December 1986.)
  • April 2023
  • Article

The Preference Survey Module: A Validated Instrument for Measuring Risk, Time, and Social Preferences

By: Armin Falk, Anke Becker, Thomas Dohmen, David B. Huffman and Uwe Sunde
Incentivized choice experiments are a key approach to measuring preferences in economics but are also costly. Survey measures are a low-cost alternative but can suffer from additional forms of measurement error due to their hypothetical nature. This paper seeks to... View Details
Keywords: Survey Validation; Experiment; Preference Measurement; Surveys; Economics; Behavior; Measurement and Metrics
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Falk, Armin, Anke Becker, Thomas Dohmen, David B. Huffman, and Uwe Sunde. "The Preference Survey Module: A Validated Instrument for Measuring Risk, Time, and Social Preferences." Management Science 69, no. 4 (April 2023): 1935–1950.
  • 2021
  • Article

Aggregate Advertising Expenditure in the U.S. Economy: Measurement and Growth Issues in the Digital Era

By: Alvin J. Silk and Ernst R. Berndt
The two components of the advertising industry—the creative sector that develops and produces messages, and the communications sector that transmits messages via various media—have each been greatly affected by advances in creative design and communications... View Details
Keywords: Industry Evolution; Advertising; Spending; Measurement and Metrics; Mathematical Methods; Media; Advertising Industry; United States
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Silk, Alvin J., and Ernst R. Berndt. "Aggregate Advertising Expenditure in the U.S. Economy: Measurement and Growth Issues in the Digital Era." Foundations and Trends® in Marketing 15, no. 1 (2021): 1–85.
  • September 3, 2020
  • Article

How to Measure a Company’s Real Impact

By: Ronald Cohen and George Serafeim
Impact transparency will reshape capitalism. By shifting the pursuit of profit away from negligently creating problems to purposefully creating valuable solutions for the world, it will redefine success, so that its measure is not just money, but the positive impact we... View Details
Keywords: Impact; Impact Investing; Impact Measurement; Impact Investment; Impact Investment Funds; Accountability; Accounting Information; Corporate Performance; Sustainability; Social Impact; Capitalism; Accounting; Corporate Accountability; Performance; Measurement and Metrics; Social Enterprise; Society
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Cohen, Ronald, and George Serafeim. "How to Measure a Company's Real Impact." Harvard Business Review (website) (September 3, 2020).
  • Article

Earnings Dynamics and Measurement Error in Matched Survey and Administrative Data

By: Dean Hyslop and Wilbur Townsend
This article analyzes earnings dynamics and measurement error using a matched longitudinal sample of individuals’ survey and administrative earnings. In line with previous literature, the reported differences are characterized by both persistent and transitory factors.... View Details
Keywords: Earnings Dynamics; Measurement Error; Panel Data; Validation Study; Business Earnings; Measurement and Metrics; Forecasting and Prediction
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Hyslop, Dean, and Wilbur Townsend. "Earnings Dynamics and Measurement Error in Matched Survey and Administrative Data." Journal of Business & Economic Statistics 38, no. 2 (2020).
  • December 1999 (Revised December 2010)
  • Background Note

Accounting for Income Taxes

By: David F. Hawkins
Accounting for Income taxes under US-GAAP and IFRS. Analysis of income tax information in financial statements. View Details
Keywords: Financial Statements; Taxation; Standards
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Hawkins, David F. "Accounting for Income Taxes." Harvard Business School Background Note 100-035, December 1999. (Revised December 2010.)
  • 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
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Bresnahan, Timothy F., and Dennis Yao. "The Nonpecuniary Costs of Automobile Emissions Standards." RAND Journal of Economics 16, no. 4 (winter 1985): 437–455. ((reprinted in W. Harrington and V. McConnell (eds.) Controlling Automobile Air Pollution, 2007) Harvard users click here for full text.)
  • Web

Global Maps - Creating Emerging Markets

Worldmapper Worldmapper offers a range of map generated by various metrics and topics, including manufactures, services, transport, resources, and education. A PDF is available for each map which provides a list of countries and a brief... View Details
  • Web

HBS - Financials | Consolidated Balance Sheet

2023 Annual Report From The Dean Key Metrics Financials PDF Downloads Financials From the CFO Financial Highlights Statement of Activity & Cash Flows Consolidated Balance Sheet Supplemental Financial Information Financials From the CFO... View Details
  • 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
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Neeley, Tsedal, and Tim Englehart. "AI vs Human: Analyzing Acceptable Error Rates Using the Confusion Matrix." Harvard Business School Technical Note 425-049, January 2025.
  • Article

National Trends in the Safety Performance of Electronic Health Record Systems From 2009 to 2018

By: David Classen, A Jay Holmgren, Zoe Co, Lisa Newmark, Diane Seger, Melissa Danforth and David Bates
Importance Despite the broad adoption of electronic health record (EHR) systems across the continuum of care, safety problems persist. Objective To measure the safety performance of operational EHRs in hospitals across the country during a 10-year period. Design,... View Details
Keywords: Electronic Health Record Systems; Health Care and Treatment; Information Technology; Performance; Safety; Measurement and Metrics; United States
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Classen, David, A Jay Holmgren, Zoe Co, Lisa Newmark, Diane Seger, Melissa Danforth, and David Bates. "National Trends in the Safety Performance of Electronic Health Record Systems From 2009 to 2018." JAMA Network Open 3, no. 5 (May 2020).
  • 2019
  • Working Paper

Collusive Investments in Technological Compatibility: Lessons from U.S. Railroads in the Late 19th Century

By: Daniel P. Gross
Collusion is widely condemned for its negative effects on consumer welfare and market efficiency. In this paper, I show that collusion may also in some cases facilitate the creation of unexpected new sources of value. I bring this possibility into focus through the... View Details
Keywords: Collusion; Compatibility; Railroads; Rail Transportation; Standards; Integration; Trade; History; United States
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Gross, Daniel P. "Collusive Investments in Technological Compatibility: Lessons from U.S. Railroads in the Late 19th Century." Harvard Business School Working Paper, No. 17-044, December 2016. (Accepted at Management Science.)
  • 2015
  • Working Paper

Understanding Conformity: An Experimental Investigation

By: B. Douglas Bernheim and Christine L Exley
Some theories of conformity hold that social equilibrium either standardizes inferences or promotes a shared understanding of conventions and norms among individuals with fixed heterogeneous preferences (belief mechanisms). Others depict tastes as fluid and hence... View Details
Keywords: Conformity; Norms; Image Motivation; Prosocial Behavior; Motivation and Incentives; Behavior; Standards
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Bernheim, B. Douglas, and Christine L Exley. "Understanding Conformity: An Experimental Investigation." Harvard Business School Working Paper, No. 16-070, December 2015.
  • July 1998
  • Article

New Derivative and Hedging Accounting Standard

By: David F. Hawkins
Keywords: Credit Derivatives and Swaps; Accounting; Standards
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Hawkins, David F. "New Derivative and Hedging Accounting Standard." Accounting Bulletin, no. 67 (July 1998).
  • 2014
  • Teaching Note

Fine Harvest Restaurant Group

By: Clara X. Chen, Kenneth A. Merchant, Tatiana Sandino and Wim 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
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Chen, Clara X., Kenneth A. Merchant, Tatiana Sandino, and Wim Van der Stede. "Fine Harvest Restaurant Group." University of Southern California, Marshall School of Business Teaching Note, 2014.
  • 2011
  • Working Paper

Matthew: Effect or Fable?

In a market context, a status effect occurs when actors are accorded differential recognition for their efforts depending on their location in a status ordering, holding constant the quality of these efforts. In practice, because it is very difficult to measure... View Details
Keywords: Risk and Uncertainty; Status and Position; Measurement and Metrics; Quality
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Azoulay, Pierre, Toby E. Stuart, and Yanbo Wang. "Matthew: Effect or Fable?" Harvard Business School Working Paper, No. 12-049, December 2011.
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