Publications

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January 2018 (Revised August 2018)
Supplement

Fair Value Accounting at Noble Group (B)

By: Siko Sikochi, Suraj Srinivasan and Quinn Pitcher

Following a series of reports by Iceberg Research alleging that Noble Group was too aggressive in its fair value accounting for contracts and investments in producers, Noble’s stock price continued to fall and stakeholders began to call for improved transparency in... View Details

Keywords: Fair Value Accounting; Contracts; Valuation

July 2008
Article

Fairness in Extended Dictator-Game Experiments

By: Felix Oberholzer-Gee and Reiner Eichenberger

We test the robustness of behavior in dictator games by offering allocators the choice to play an unattractive lottery. With this lottery option, mean transfers from allocators to recipients substantially decline, partly because many allocators now keep the entire... View Details

Keywords: Decision Choices and Conditions; Fairness; Game Theory; Risk and Uncertainty; Behavior

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11 Jul 2013

MBA Fair in Tel Aviv

Representatives from HBS and other leading business schools will be available for questions during this two day fair. HBS will be presenting on Friday during the fair. View Details

04 Dec 2011
News

That Eternal Question of Fairness

31 Jan 2017
News

A fair price to pay?

August 2021 (Revised February 2023)
Case

Fair Park Covid-19 Mass Vaccination Site (A)

By: Willy Shih

This case is an opportunity to apply the methods of the Toyota Production System (TPS) to the analysis of an everyday service application: administering Covid-19 vaccines. It describes the start-up of a drive-up Covid-19 mass vaccination site at the Texas State Fair... View Details

Keywords: Operations Improvement; Operations And Processes; Toyota Production System; COVID-19 Pandemic; Operations; Service Operations; Health Pandemics; Problems and Challenges; Goals and Objectives; Measurement and Metrics; Health Care and Treatment; Health Industry; United States; Texas

August 2018 (Revised April 2019)
Case

Fair Value Accounting at Berkshire Hathaway Inc. (A)

By: Jonas Heese, Suraj Srinivasan, Francois Brochet and Christine Johnson

In May 2018, Berkshire Hathaway announced an unprecedented loss of more than $1 billion for the first quarter of 2018. Warren Buffett blamed this loss on the new accounting rules for equity securities which he criticized. In the case ‘Fair Value Accounting at Berkshire... View Details

Keywords: Equity Securities; FASB; Fair Value Accounting; Governing Rules, Regulations, and Reforms; Financial Services Industry

November 2009 (Revised November 2010)
Case

SIPEF: Biological Assets at Fair Value under IAS 41

This case examines fair value accounting under lAS 41 for a European-listed agricultural firm. Students identify the firm's core operations, distinguishing the IFRS treatment for three distinct assets: land, agricultural assets that reside on the land, and inventory... View Details

Keywords: Business Earnings; Fair Value Accounting; Financial Reporting; International Accounting; Standards; Valuation; Agriculture and Agribusiness Industry; Europe

06 Jun 2019

MBA Fair in Tel Aviv

HBS Staff and local alumni will be at the MBA Fair to meet prospective MBA candidates. View Details

2019
Article

An Empirical Study of Rich Subgroup Fairness for Machine Learning

By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu

Kearns et al. [2018] recently proposed a notion of rich subgroup fairness intended to bridge the gap between statistical and individual notions of fairness. Rich subgroup fairness picks a statistical fairness constraint (say, equalizing false positive rates across... View Details

Keywords: Machine Learning; Fairness; AI and Machine Learning

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31 Aug 2011
Research & Ideas

Improving Fairness in Flight Delays

approach, you can get more efficiency out of the system and still have a nice balance of fairness when you have two conflicting programs in the system." According to the US Congress Joint Economic Committee, the cost associated with... View Details

Keywords: by Julia Hanna; Entertainment & Recreation; Air Transportation

American Fair Trade: Proprietary Capitalism, Corporatism, and the 'New Competition,' 1890-1940

American Fair Trade explores the contested political and legal meanings of the term fair trade from the late nineteenth century through the New Deal era. This history of American capitalism argues that business associations partnered with... View Details

Research Summary

Making Machine Learning Models Fair

By: Himabindu Lakkaraju

The goal of this research direction is to ensure that the machine learning models we build and deploy do not discriminate against individuals from minority groups. View Details

2012
Case

Fair Play at Chisholm University

By: Y. Grushka-Cockayne and J. Harris

March 2009 (Revised February 2011)
Background Note

Note: Fair Value Accounting for Investments in Debt Securities

By: William E. Fruhan

The note describes how fair value accounting applies to debt securities that are classified by financial institutions as (1) "trading" securities, (2) "available for sale" securities, or (3) "hold to maturity" securities. It explains the hierarchy for inputs used in... View Details

Keywords: Fair Value Accounting; Financial Reporting; Assets; Debt Securities; Investment

2021
Chapter

Towards a Unified Framework for Fair and Stable Graph Representation Learning

By: Chirag Agarwal, Himabindu Lakkaraju and Marinka Zitnik

As the representations output by Graph Neural Networks (GNNs) are increasingly employed in real-world applications, it becomes important to ensure that these representations are fair and stable. In this work, we establish a key connection between counterfactual... View Details

Keywords: Graph Neural Networks; AI and Machine Learning; Prejudice and Bias

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November–December 1983
Article

Control with Fairness in Transfer Pricing

By: Robert G. Eccles Jr.

Keywords: Fairness; Price

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1999
Chapter

Natural Environment: Fair Siting Procedures

By: Felix Oberholzer-Gee and Bruno S. Frey