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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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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

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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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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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

May 2008
Article

Real and Accrual-Based Earnings Management in the Pre- and Post-Sarbanes Oxley Periods

By: Daniel Cohen, Aiyesha Dey and Thomas Lys

We document that accrual‐based earnings management increased steadily from 1987 until the passage of the Sarbanes‐Oxley Act (SOX) in 2002, followed by a significant decline after the passage of SOX. Conversely, the level of real earnings management activities declined... View Details

Keywords: Earnings Management; Governing Rules, Regulations, and Reforms; Outcome or Result

07 Feb 2012
Working Paper Summaries

Earnings Management from the Bottom Up: An Analysis of Managerial Incentives Below the CEO

Keywords: by Felix Oberholzer-Gee & Julie Wulf

July 2001 (Revised October 2001)
Case

Policy Management Systems Corp.: The Financial Reporting Crisis

Tim Williams, the new CFO of a publicly-traded enterprise software company, attempts to rebuild his company's reputation for reliable financial reporting following a highly visible financial reporting crisis. The crisis begins with an earnings shortfall warning, which... View Details

Keywords: Accrual Accounting; Revenue Recognition; Capital Markets; Policy; Corporate Governance; Accounting Audits; Technology Industry

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

18 Jun 2009
Working Paper Summaries

Elections and Discretionary Accruals: Evidence from 2004

Keywords: by Karthik Ramanna & Sugata Roychowdhury

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

January 2010
Article

Does Public Ownership of Equity Improve Earnings Quality?

We compare the quality of accounting numbers produced by two types of public firms-those with publicly traded equity and those with privately held equity that are nonetheless considered public by virtue of having publicly traded debt. We develop and test two... View Details

Keywords: Private Equity; Business Earnings; Public Equity

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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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

November 1999
Background Note

Recognizing Revenues and Expenses: Realized and Earned

By: Robert S. Kaplan

Describes a key concept in financial accounting: choosing an appropriate revenue recognition point. The accrual process requires revenue recognition and expense matching for reporting on the value creation process of companies. Describes the two key criteria for... View Details

Keywords: Accounting Audits; Accrual Accounting; Cost Accounting; Budgets and Budgeting; Revenue; Profit; Cost Management; Value Creation; Competitive Strategy; Financial Statements; Accounting Industry

03 Oct 2017
First Look

First Look at Research and Ideas, October 3, 2017

hospitals’ use of managing accruals or cutting discretionary expenditures. Next, I find that hospital managers prefer overbilling to managing... View Details

Keywords: by Sean Silverthorne

2024
Working Paper

Human-Computer Interactions in Demand Forecasting and Labor Scheduling Decisions

By: Caleb Kwon, Ananth Raman and Jorge Tamayo

We investigate whether corporate officers should grant managers discretion to override AI-driven demand forecasts and labor scheduling tools. Analyzing five years of administrative data from a large grocery retailer using such an AI tool, encompassing over 500 stores,... View Details

Keywords: AI and Machine Learning; Forecasting and Prediction; Working Conditions; Performance Productivity

15 Jul 2019
Book

Many Executives Are Afraid of Finance. Here's How They Can Gain Confidence

what’s the best way for managers to communicate financial information to shareholders? “People who want to have advanced roles in enterprise confront financial questions more and more, and they have to be more fluent in the financial... View Details

Keywords: by Dina Gerdeman

July 2023 (Revised October 2024)
Case

Revenue Recognition at Stride Funding: Making Sense of Revenues for a Fintech Startup

By: Paul M. Healy and Jung Koo Kang

The case explores the challenges of revenue recognition and financial reporting for Stride Funding (Stride), a fintech startup that has disrupted the student loan market. Stride leveraged proprietary machine learning and financial models to underwrite alternative... View Details

Keywords: Revenue Recognition; Financial Reporting; Entrepreneurial Finance; Business Startups; Growth and Development Strategy; Governance Compliance; Accrual Accounting; Financial Services Industry; United States

May 2016 (Revised May 2017)
Case

Supply Chain Finance at Procter & Gamble

By: Benjamin C. Esty, E. 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

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