Accrual Accounting - Publications - Faculty & Research - Harvard Business School

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June 2023
Case

Accounting for Loan Losses at JPMorgan Chase: Predicting Credit Costs

By: Jonas Heese, Jung Koo Kang and James Weber

The case examines the accounting for loan losses at a large bank, how a bank sets its Allowance for Loan and Lease Losses (ALLL) on its financial statements. ALLL, and the rules that set them, determine when banks would and would not extend loans, which significantly... View Details

Keywords: Accounting Standards; Accrual Accounting; Financial Statements; Financial Reporting; Banks and Banking; Financing and Loans; Banking Industry; United States

April 2012
Article

The Predictive Value of Accruals and Consequences for Market Anomalies

By: Francois Brochet, Seunghan Nam and Joshua Ronen

We revisit the role of the cash and accrual components of accounting earnings in predicting future cash flows using out-of-sample predictions and market value of equity as a proxy for all future cash flows. We find that, on average, accruals improve upon current cash... View Details

Keywords: Forecasting and Prediction; Investment Return; Value; Equity; Markets; Cash Flow; Information Management; Accrual Accounting; Earnings Management; Corporate Governance; Stocks

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12 May 2008
Research & Ideas

Accounting Information as Political Currency

companies otherwise understate their earnings? A: Accrual accounting gives managers some flexibility to make estimates about the future. These estimates are usually verifiable by auditors, and on average,... View Details

Keywords: by Martha Lagace

May 2010
Article

Elections and Discretionary Accruals: Evidence from 2004

By: Karthik Ramanna and Sugata Roychowdhury

We examine the accrual choices of outsourcing firms with links to U.S. congressional candidates during the 2004 elections, when corporate outsourcing was a major campaign issue. We find that politically connected firms with more extensive outsourcing activities have... View Details

Keywords: Political Economy; Accounting Information; Accruals Management; Campaign Contributions; Discretionary Accruals; Election Outcomes; Political Currency; Political Process; Social Issues; Political Elections; Job Cuts and Outsourcing; Motivation and Incentives; Earnings Management; Welfare; United States

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August 1997
Background Note

Accounting for Manufacturing Companies

By: Srikant M. Datar

The accounting for a manufacturing company is examined, including the flow of costs from raw materials to work in process to finished goods and the distribution between an inventoriable or product cost and a noninventoriable or period cost. View Details

Keywords: Cost Accounting; Product; Cost; Distribution; Accrual Accounting; Accounting; Manufacturing Industry

2020
Working Paper

Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective

By: Srikant Datar, Apurv Jain, Charles C.Y. Wang and Siyu Zhang

We provide a comprehensive examination of whether, to what extent, and which accounting variables are useful for improving the predictive accuracy of GDP growth forecasts. We leverage statistical models that accommodate a broad set of (341) variables—outnumbering the... View Details

Keywords: Big Data; Elastic Net; GDP Growth; Machine Learning; Macro Forecasting; Short Fat Data; Accounting; Economic Growth; Forecasting and Prediction; Analytics and Data Science

Web

Financial Accounting Online Course | HBS Online

principles and recognize the impact of judgment and bias on financial statements and accounting practices. Highlights Deferrals Inventory Mahindra: Loan Process Show Hide Details Concepts Accruals and... View Details

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

June 2015 (Revised January 2017)
Case

Greece's Debt: Sustainable?

By: George Serafeim

The case "Greece's Debt: Sustainable?" describes the Greek economic crisis, bailout from the European Union and the International Monetary Fund (IMF), and the debt restructuring that followed. Because of a lack of trust in Greece's ability to repay its debt, two... View Details

Keywords: Debt Crisis; Accounting; Debt Sustainability; Austerity; Solvency Opinions; Borrowing and Debt; Restructuring; Valuation; Accrual Accounting; Fair Value Accounting; Economy; Greece

2017
Working Paper

Economic Uncertainty and Earnings Management

By: Luke C.D. Stein and Charles C.Y. Wang

In the presence of managerial short-termism and asymmetric information about skill and effort provision, firms may opportunistically shift earnings from uncertain to more certain times. We document empirically that when financial markets are less certain about a firm's... View Details

Keywords: Discretionary Accruals; Uncertainty; Implied Volatility; Earnings Response Coefficient; Risk and Uncertainty; Earnings Management; Financial Markets

February 2013
Case

Diamond Foods, Inc.

By: Suraj Srinivasan and Tim Gray

The Diamonds Foods, Inc. case describes the major accounting blow up at the company in late 2011 that was triggered by a report by Off Wall Street, a prominent short selling research firm. Diamond Foods, a high flying growth company in 2011, grew from a walnut farmers'... View Details

March 2013
Case

NovaStar Financial: A Short Seller's Battle

By: Suraj Srinivasan and Amy Kaser

The NovaStar case describes the challenges faced by short seller Marc Cohodes of hedge fund Rocker Partners as he tried to expose what he thought was widespread fraud in mortgage lender NovaStar Financial. The case is set in the time period from 2001 to 2007 and tracks... View Details

May 2001 (Revised February 2007)
Background Note

Statement of Cash Flows, The

By: David F. Hawkins and Jacob Cohen

Discusses the components of the statement of cash flow and its direct and indirect format of presentation. Also briefly explains the difference between cash and accrual accounting and provides examples of Standard Microsystems Corp. and Intel Corp. View Details

Keywords: Cash Flow; Financial Statements; Accrual Accounting

September 1992 (Revised April 1993)
Background Note

Recognizing Revenues and Expenses: When Is Income Earned?

By: William J. Bruns Jr.

An introduction to the accrual concept used in accounting and its importance to revenue recognition and the matching concept. To be used in conjunction with inventory valuation cases where delivery may not constitute a sale and revenue. View Details

Keywords: Accrual Accounting; Logistics; Value; Revenue Recognition

18 Jun 2009
Working Paper Summaries

Elections and Discretionary Accruals: Evidence from 2004

Keywords: by Karthik Ramanna & Sugata Roychowdhury

May 1990 (Revised September 1994)
Background Note

Note on Financial Reporting Strategy and Analysis When Managers Have Proprietary Information

By: Krishna G. Palepu

Provides a framework that helps explain these real-world observations about accounting and financial statement analysis. When managers have superior information on firms' strategies, and when investors suspect that managers have incentives not to fully disclose this... View Details

Keywords: Financial Reporting; Strategy; Knowledge Management

2018
Article

The Role of Overbilling in Hospitals' Earnings Management Decisions

By: Jonas Heese

This paper examines the role of overbilling in hospitals’ earnings management choices. Overbilling by hospitals is a form of revenue manipulation that involves misclassifying a patient into a diagnosis-related group that yields higher reimbursement. As overbilling... View Details

Keywords: Overbilling; Accrual-based Earnings Management; Real Activities Manipulation; For-profit Hospitals; Earnings Management; Health Industry

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August 2009 (Revised June 2011)
Case

Kansas City Zephyrs Baseball Club, Inc. 2006

By: Krishna G. Palepu

This case centers around a dispute between the owners and the players regarding the profitability of professional baseball teams in connection with the negotiations for a new collective bargaining agreement. The case describes the financial statements of the baseball... View Details

Keywords: Accrual Accounting; Financial Statements; Profit; Labor Unions; Measurement and Metrics; Agreements and Arrangements; Performance; Sports Industry; United States

November 2023
Article

When Executives Pledge Integrity: The Effect of the Accountant's Oath on Firms' Financial Reporting

By: Jonas Heese, Gerardo Pérez Cavazos and Caspar David Peter

We study the effect of executives’ pledges of integrity on firms’ financial reporting outcomes by exploiting a 2016 regulation that requires holders of Dutch professional accounting degrees to pledge an integrity oath. We identify chief executive officers (CEOs) and... View Details

Keywords: Integrity; Financial Reporting; Accounting; Earnings Management

July 2000
Case

Aerospace Technologies, Inc.

By: Paul M. Healy and Jacob Cohen

Ben Galil's privately held engineering consulting firm represents aerospace products manufacturers in Israeli government biddings. The company incurs expenses for years before getting paid. This case deals with the alternative methods for booking revenues and expenses... View Details

Keywords: Accrual Accounting; Accounting; Revenue; Cost; Business or Company Management; Profit; Engineering; Bids and Bidding; Government and Politics; Private Ownership; Consulting Industry; Israel

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