Publications

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2022
Working Paper

Machine Learning Models for Prediction of Scope 3 Carbon Emissions

By: George Serafeim and Gladys Vélez Caicedo

For most organizations, the vast amount of carbon emissions occur in their supply chain and in the post-sale processing, usage, and end of life treatment of a product, collectively labelled scope 3 emissions. In this paper, we train machine learning algorithms on 15... View Details

Keywords: Carbon Emissions; Climate Change; Environment; Carbon Accounting; Machine Learning; Artificial Intelligence; Digital; Data Science; Environmental Sustainability; Environmental Management; Environmental Accounting

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May 2015 (Revised December 2016)
Supplement

Generating Higher Value at IBM (B)

By: Benjamin C. Esty and E. Scott Mayfield

Keywords: Dividends; Share Repurchases; Earnings Guidance; Financial Statement Analysis; Financial Ratios; Payout Policy; Earnings Per Share (EPS); Value Creation; Financial Statements; Corporate Finance; Computer Industry

July 2012
Supplement

Generation Investment Management, Video

By: Sandra J. Sucher

Examines the Investment process of Generation Investment Management, a "sustainable" investing firm established in 2004 by David Blood and U.S. Vice President Al Gore. Places students in the position of David Lowish, director of global industrials, who must decide... View Details

Keywords: Leadership And Managing People; Accountability; Investment Management; Social Issues; Investment; Corporate Accountability; Ethics; Development Economics; Natural Environment; Financial Services Industry; Financial Services Industry

October 2022 (Revised June 2024)
Case

Driving Decarbonization at BMW

By: Shirley Lu, George Serafeim and Michael W. Toffel

The case describes BMW’s electrification and decarbonization strategy, and how the company measured carbon emissions throughout the life cycle of its vehicles and used tools like carbon abatement cost curves to evaluate decarbonization opportunities. In mid-2022,... View Details

June 2014 (Revised May 2017)
Case

Southeastern Asset Management Challenges Buyout at Dell

By: Paul Healy, Suraj Srinivasan and Aldo Sesia

In late 2012, Michael Dell wants to take Dell Inc., the company he founded, private. Mr. Dell believes that the successful company's transformation from a personal computer (PC) manufacturer to an enterprise solutions and services provider (ESS) is dependent on going... View Details

2022
Article

Regulatory Treatment of Changes in Fair Value and the Composition of Banks' Investment Portfolios

By: Michael Iselin, Jung Koo Kang and Joshua Madsen

In their implementation of Basel III, U.S. bank regulators are again including changes in the fair value of available-for-sale (AFS) debt securities in Tier 1 capital, but only for the largest U.S. banks. This paper investigates a potential impact of expanding this... View Details

Keywords: Fair Value Accounting; SFAS 115; Basel III; Governing Rules, Regulations, and Reforms; Banks and Banking; Debt Securities; Credit; Risk and Uncertainty; Investment Portfolio; Decision Making; Banking Industry; United States

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March 2019 (Revised May 2019)
Case

Fetchr: A New Way of Last Mile Delivery

By: V.G. Narayanan and Eren Kuzucu

By mid-2016, five years of aggressive growth had transformed Fetchr from a small logistics startup to a 1,000-employee, full-fledged last-mile delivery company operating across four countries in the Middle East and North Africa (MENA). Already beneficiaries of the... View Details

November 2017
Teaching Note

Generating Higher Value at IBM (A) and (B)

By: Benjamin C. Esty and E. Scott Mayfield

Teaching Note for HBS Nos. 215-058 and 215-059. View Details

Keywords: Dividends; Share Repurchases; Earnings Guidance; Financial Statement Analysis; Financial Ratios; Payout Policy; Earnings Per Share (EPS); Earnings Management; Change Management; Leadership; Transformation; Financial Strategy

September 2013
Case

United Rentals (A)

By: Jay W. Lorsch, Kathleen Durante and Emily McTague

In December 1997 United Rentals (URI) went public on the NYSE. Ten years later, during the peak of the economic meltdown, the company's performance was in decline. United Rentals had experienced its share of problems in the prior years and was still struggling to... View Details

Keywords: Board Of Directors; Board Dynamics; Accounting Fraud; Governance; Board Committees; Merger; Corporate Governance; Construction Industry; United States

Research Summary

Overview

The Information Age has introduced well recieved opportunities to track performance. Fitbits and Fuelbands show individuals their own performance; service companies including Uber and leading hospitals help pick from drivers or doctors based on how others rate them;... View Details

Keywords: Management Accounting; Performance Measurement; Incentives; Control; Healthcare Industry; Education; Education Industry; Health Industry; Transportation Industry; Energy Industry; Auto Industry; United States; Japan; India

2014
Working Paper

Private Equity's Diversification Illusion: Economic Comovement and Fair Value Reporting

By: Kyle Travis Welch

This study examines how accounting has informed private equity diversification claims and demand for private equity investments. Despite research showing private equity lacks portfolio diversification benefits, those marketing private equity assets continue to... View Details

March 2011 (Revised December 2019)
Case

Wealth Management Crisis at UBS (A)

By: Paul M. Healy

The case describes the challenges that UBS faced as a result of the U.S. Department of Justice (DOJ) investigation for tax fraud, that claimed that UBS had helped some 52,000 U.S. residents hide billions of dollars in untaxed assets in secret Swiss accounts between... View Details

December 2008
Case

Merrimack Tractors and Mowers: LIFO or FIFO?

By: William J. Bruns Jr., Sharon Bruns and Susan S. Hameling

At Merrimack Tractors and Mowers in 2008, product manufacturing costs are increasing faster than competitors' costs, and as a result earnings are likely to fall below those reported in 2007. The company president and the company controller have discussed this problem,... View Details

Keywords: International; Financial; Reporting; Standards; Inventory; Business Ethics; Assets; Valuation; Ethics; Taxation; Financial Reporting; Manufacturing Industry

2013
Working Paper

FIN Around the World: The Contribution of Financing Activity to Profitability

By: Russell Lundholm, George Serafeim and Gwen Yu

We study how the availability of domestic credit influences the contribution that financing activities make to a firm's return on equity (ROE). Using a sample of 51,866 firms from 69 countries, we find that financing activities contribute more to a firm's ROE in... View Details

Keywords: Domestic Credit; Return Of Equity; Corporate Performance; Financial Statement Analysis; Financial Statements; Valuation; Cost of Capital; Asset Pricing; Economic Growth

Jung Koo Kang is an assistant professor in the Accounting and Management Unit. He teaches the Financial Reporting and Control course in the MBA required curriculum.

Professor Kang’s research areas are in financial technology and innovation, alternative data,... View Details

Joseph Pacelli

Joseph Pacelli is the Gerald Schuster Associate Professor of Business Administration in the Accounting and Management Unit. He currently teaches Business Analysis and Valuation (BAV) in the MBA elective curriculum.

Professor Pacelli’s research covers topics... View Details

February 2015 (Revised September 2017)
Supplement

Omar Selim: Building a Values-Based Asset Management Firm (B)

By: George Serafeim, Rebecca Henderson and Shannon Gombos

The case describes the decision of Omar Selim to set up Arabesque as an independent organization and how he organized Arabesque to use both financial and environmental, social and governance (ESG) data in order to deliver performance for its clients. View Details

Keywords: Social Entrepreneurship; Investing; Investment Management; ESG; Sustainability; Investment Banking; Leadership; Leadership & Corporate Accountability; Leadership Style; Business Model; Asset Management; Business Startups; Social Enterprise

June 2016
Supplement

Supply Chain Finance at Procter & Gamble Spreadsheet Supplement

By: Benjamin C. Esty, Scott Mayfield and David Lane

In April 2013, Procter & Gamble (P&G), the world’s largest consumer packaged goods (CPG) company, announced that it would extend its payment terms to suppliers by 30 days. At the same time, P&G announced a new supply chain financing (SCF) program giving suppliers the... View Details