About Stanford GSB

  • The Leadership
  • Dean’s Updates
  • School News & History
  • Commencement
  • Business, Government & Society
  • Centers & Institutes
  • Center for Entrepreneurial Studies
  • Center for Social Innovation
  • Stanford Seed

About the Experience

  • Learning at Stanford GSB
  • Experiential Learning
  • Guest Speakers
  • Entrepreneurship
  • Social Innovation
  • Communication
  • Life at Stanford GSB
  • Collaborative Environment
  • Activities & Organizations
  • Student Services
  • Housing Options
  • International Students

Full-Time Degree Programs

  • Why Stanford MBA
  • Academic Experience
  • Financial Aid
  • Why Stanford MSx
  • Research Fellows Program
  • See All Programs

Non-Degree & Certificate Programs

  • Executive Education
  • Stanford Executive Program
  • Programs for Organizations
  • The Difference
  • Online Programs
  • Stanford LEAD
  • Seed Transformation Program
  • Aspire Program
  • Seed Spark Program
  • Faculty Profiles
  • Academic Areas
  • Awards & Honors
  • Conferences

Faculty Research

  • Publications
  • Working Papers
  • Case Studies

Research Hub

  • Research Labs & Initiatives
  • Business Library
  • Data, Analytics & Research Computing
  • Behavioral Lab

Research Labs

  • Cities, Housing & Society Lab
  • Golub Capital Social Impact Lab

Research Initiatives

  • Corporate Governance Research Initiative
  • Corporations and Society Initiative
  • Policy and Innovation Initiative
  • Rapid Decarbonization Initiative
  • Stanford Latino Entrepreneurship Initiative
  • Value Chain Innovation Initiative
  • Venture Capital Initiative
  • Career & Success
  • Climate & Sustainability
  • Corporate Governance
  • Culture & Society
  • Finance & Investing
  • Government & Politics
  • Leadership & Management
  • Markets and Trade
  • Operations & Logistics
  • Opportunity & Access
  • Technology & AI
  • Opinion & Analysis
  • Email Newsletter

Welcome, Alumni

  • Communities
  • Digital Communities & Tools
  • Regional Chapters
  • Women’s Programs
  • Identity Chapters
  • Find Your Reunion
  • Career Resources
  • Job Search Resources
  • Career & Life Transitions
  • Programs & Webinars
  • Career Video Library
  • Alumni Education
  • Research Resources
  • Volunteering
  • Alumni News
  • Class Notes
  • Alumni Voices
  • Contact Alumni Relations
  • Upcoming Events

Admission Events & Information Sessions

  • MBA Program
  • MSx Program
  • PhD Program
  • Alumni Events
  • All Other Events
  • Operations, Information & Technology
  • Organizational Behavior
  • Political Economy
  • Classical Liberalism
  • The Eddie Lunch
  • Accounting Summer Camp
  • California Econometrics Conference
  • California Quantitative Marketing PhD Conference
  • California School Conference
  • China India Insights Conference
  • Homo economicus, Evolving
  • Political Economics (2023–24)
  • Scaling Geologic Storage of CO2 (2023–24)
  • A Resilient Pacific: Building Connections, Envisioning Solutions
  • Adaptation and Innovation
  • Changing Climate
  • Civil Society
  • Climate Impact Summit
  • Climate Science
  • Corporate Carbon Disclosures
  • Earth’s Seafloor
  • Environmental Justice
  • Operations and Information Technology
  • Organizations
  • Sustainability Reporting and Control
  • Taking the Pulse of the Planet
  • Urban Infrastructure
  • Watershed Restoration
  • Junior Faculty Workshop on Financial Regulation and Banking
  • Ken Singleton Celebration
  • Marketing Camp
  • Quantitative Marketing PhD Alumni Conference
  • Presentations
  • Theory and Inference in Accounting Research
  • Stanford Closer Look Series
  • Quick Guides
  • Core Concepts
  • Journal Articles
  • Glossary of Terms
  • Faculty & Staff
  • Researchers & Students
  • Research Approach
  • Charitable Giving
  • Financial Health
  • Government Services
  • Workers & Careers
  • Short Course
  • Adaptive & Iterative Experimentation
  • Incentive Design
  • Social Sciences & Behavioral Nudges
  • Bandit Experiment Application
  • Conferences & Events
  • Get Involved
  • Reading Materials
  • Teaching & Curriculum
  • Energy Entrepreneurship
  • Faculty & Affiliates
  • SOLE Report
  • Responsible Supply Chains
  • Current Study Usage
  • Pre-Registration Information
  • Participate in a Study

Research Design Issues in Earnings Management Studies

This paper discusses trade-offs associated with three research designs commonly used in the earnings management literature: those based on aggregate accruals, those based on specific accruals and those based on the distribution of earnings after management. A key theme of the paper is that empirical procedures for aggregate accruals studies lag both our theories of incentives to manage accruals and our institutional knowledge of how accruals behave. Empirical findings suggest that aggregate accruals models that do not consider long-term earnings growth are potentially misspecified and can result in misleading inferences about earnings management behavior. It is suggested that future progress in the earnings management literature is more likely to come from application of specific accrual and distribution-based tests than from aggregate accruals tests.

  • See the Current DEI Report
  • Supporting Data
  • Research & Insights
  • Share Your Thoughts
  • Search Fund Primer
  • Affiliated Faculty
  • Faculty Advisors
  • Louis W. Foster Resource Center
  • Defining Social Innovation
  • Impact Compass
  • Global Health Innovation Insights
  • Faculty Affiliates
  • Student Awards & Certificates
  • Changemakers
  • Dean Jonathan Levin
  • Dean Garth Saloner
  • Dean Robert Joss
  • Dean Michael Spence
  • Dean Robert Jaedicke
  • Dean Rene McPherson
  • Dean Arjay Miller
  • Dean Ernest Arbuckle
  • Dean Jacob Hugh Jackson
  • Dean Willard Hotchkiss
  • Faculty in Memoriam
  • Stanford GSB Firsts
  • Class of 2024 Candidates
  • Certificate & Award Recipients
  • Dean’s Remarks
  • Keynote Address
  • Teaching Approach
  • Analysis and Measurement of Impact
  • The Corporate Entrepreneur: Startup in a Grown-Up Enterprise
  • Data-Driven Impact
  • Designing Experiments for Impact
  • Digital Marketing
  • The Founder’s Right Hand
  • Marketing for Measurable Change
  • Product Management
  • Public Policy Lab: Financial Challenges Facing US Cities
  • Public Policy Lab: Homelessness in California
  • Lab Features
  • Curricular Integration
  • View From The Top
  • Formation of New Ventures
  • Managing Growing Enterprises
  • Startup Garage
  • Explore Beyond the Classroom
  • Stanford Venture Studio
  • Summer Program
  • Workshops & Events
  • The Five Lenses of Entrepreneurship
  • Leadership Labs
  • Executive Challenge
  • Arbuckle Leadership Fellows Program
  • Selection Process
  • Training Schedule
  • Time Commitment
  • Learning Expectations
  • Post-Training Opportunities
  • Who Should Apply
  • Introductory T-Groups
  • Leadership for Society Program
  • Certificate
  • 2024 Awardees
  • 2023 Awardees
  • 2022 Awardees
  • 2021 Awardees
  • 2020 Awardees
  • 2019 Awardees
  • 2018 Awardees
  • Social Management Immersion Fund
  • Stanford Impact Founder Fellowships
  • Stanford Impact Leader Prizes
  • Social Entrepreneurship
  • Stanford GSB Impact Fund
  • Economic Development
  • Energy & Environment
  • Stanford GSB Residences
  • Environmental Leadership
  • Stanford GSB Artwork
  • A Closer Look
  • California & the Bay Area
  • Voices of Stanford GSB
  • Business & Beneficial Technology
  • Business & Sustainability
  • Business & Free Markets
  • Business, Government, and Society Forum
  • Second Year
  • Global Experiences
  • JD/MBA Joint Degree
  • MA Education/MBA Joint Degree
  • MD/MBA Dual Degree
  • MPP/MBA Joint Degree
  • MS Computer Science/MBA Joint Degree
  • MS Electrical Engineering/MBA Joint Degree
  • MS Environment and Resources (E-IPER)/MBA Joint Degree
  • Academic Calendar
  • Clubs & Activities
  • LGBTQ+ Students
  • Military Veterans
  • Minorities & People of Color
  • Partners & Families
  • Students with Disabilities
  • Student Support
  • Residential Life
  • Student Voices
  • MBA Alumni Voices
  • A Week in the Life
  • Career Support
  • Employment Outcomes
  • Cost of Attendance
  • Knight-Hennessy Scholars Program
  • Yellow Ribbon Program
  • BOLD Fellows Fund
  • Application Process
  • Loan Forgiveness
  • Contact the Financial Aid Office
  • Evaluation Criteria
  • GMAT & GRE
  • English Language Proficiency
  • Personal Information, Activities & Awards
  • Professional Experience
  • Letters of Recommendation
  • Optional Short Answer Questions
  • Application Fee
  • Reapplication
  • Deferred Enrollment
  • Joint & Dual Degrees
  • Entering Class Profile
  • Event Schedule
  • Ambassadors
  • New & Noteworthy
  • Ask a Question
  • See Why Stanford MSx
  • Is MSx Right for You?
  • MSx Stories
  • Leadership Development
  • How You Will Learn
  • Admission Events
  • Personal Information
  • GMAT, GRE & EA
  • English Proficiency Tests
  • Career Change
  • Career Advancement
  • Daycare, Schools & Camps
  • U.S. Citizens and Permanent Residents
  • Requirements
  • Requirements: Behavioral
  • Requirements: Quantitative
  • Requirements: Macro
  • Requirements: Micro
  • Annual Evaluations
  • Field Examination
  • Research Activities
  • Research Papers
  • Dissertation
  • Oral Examination
  • Current Students
  • Education & CV
  • International Applicants
  • Statement of Purpose
  • Reapplicants
  • Application Fee Waiver
  • Deadline & Decisions
  • Job Market Candidates
  • Academic Placements
  • Stay in Touch
  • Faculty Mentors
  • Current Fellows
  • Standard Track
  • Fellowship & Benefits
  • Group Enrollment
  • Program Formats
  • Developing a Program
  • Diversity & Inclusion
  • Strategic Transformation
  • Program Experience
  • Contact Client Services
  • Campus Experience
  • Live Online Experience
  • Silicon Valley & Bay Area
  • Digital Credentials
  • Faculty Spotlights
  • Participant Spotlights
  • Eligibility
  • International Participants
  • Stanford Ignite
  • Frequently Asked Questions
  • Founding Donors
  • Location Information
  • Participant Profile
  • Network Membership
  • Program Impact
  • Collaborators
  • Entrepreneur Profiles
  • Company Spotlights
  • Seed Transformation Network
  • Responsibilities
  • Current Coaches
  • How to Apply
  • Meet the Consultants
  • Meet the Interns
  • Intern Profiles
  • Collaborate
  • Research Library
  • News & Insights
  • Program Contacts
  • Databases & Datasets
  • Research Guides
  • Consultations
  • Research Workshops
  • Career Research
  • Research Data Services
  • Course Reserves
  • Course Research Guides
  • Material Loan Periods
  • Fines & Other Charges
  • Document Delivery
  • Interlibrary Loan
  • Equipment Checkout
  • Print & Scan
  • MBA & MSx Students
  • PhD Students
  • Other Stanford Students
  • Faculty Assistants
  • Research Assistants
  • Stanford GSB Alumni
  • Telling Our Story
  • Staff Directory
  • Site Registration
  • Alumni Directory
  • Alumni Email
  • Privacy Settings & My Profile
  • Success Stories
  • The Story of Circles
  • Support Women’s Circles
  • Stanford Women on Boards Initiative
  • Alumnae Spotlights
  • Insights & Research
  • Industry & Professional
  • Entrepreneurial Commitment Group
  • Recent Alumni
  • Half-Century Club
  • Fall Reunions
  • Spring Reunions
  • MBA 25th Reunion
  • Half-Century Club Reunion
  • Faculty Lectures
  • Ernest C. Arbuckle Award
  • Alison Elliott Exceptional Achievement Award
  • ENCORE Award
  • Excellence in Leadership Award
  • John W. Gardner Volunteer Leadership Award
  • Robert K. Jaedicke Faculty Award
  • Jack McDonald Military Service Appreciation Award
  • Jerry I. Porras Latino Leadership Award
  • Tapestry Award
  • Student & Alumni Events
  • Executive Recruiters
  • Interviewing
  • Land the Perfect Job with LinkedIn
  • Negotiating
  • Elevator Pitch
  • Email Best Practices
  • Resumes & Cover Letters
  • Self-Assessment
  • Whitney Birdwell Ball
  • Margaret Brooks
  • Bryn Panee Burkhart
  • Margaret Chan
  • Ricki Frankel
  • Peter Gandolfo
  • Cindy W. Greig
  • Natalie Guillen
  • Carly Janson
  • Sloan Klein
  • Sherri Appel Lassila
  • Stuart Meyer
  • Tanisha Parrish
  • Virginia Roberson
  • Philippe Taieb
  • Michael Takagawa
  • Terra Winston
  • Johanna Wise
  • Debbie Wolter
  • Rebecca Zucker
  • Complimentary Coaching
  • Changing Careers
  • Work-Life Integration
  • Career Breaks
  • Flexible Work
  • Encore Careers
  • Join a Board
  • D&B Hoovers
  • Data Axle (ReferenceUSA)
  • EBSCO Business Source
  • Global Newsstream
  • Market Share Reporter
  • ProQuest One Business
  • RKMA Market Research Handbook Series
  • Student Clubs
  • Entrepreneurial Students
  • Stanford GSB Trust
  • Alumni Community
  • How to Volunteer
  • Springboard Sessions
  • Consulting Projects
  • 2020 – 2029
  • 2010 – 2019
  • 2000 – 2009
  • 1990 – 1999
  • 1980 – 1989
  • 1970 – 1979
  • 1960 – 1969
  • 1950 – 1959
  • 1940 – 1949
  • Service Areas
  • ACT History
  • ACT Awards Celebration
  • ACT Governance Structure
  • Building Leadership for ACT
  • Individual Leadership Positions
  • Leadership Role Overview
  • Purpose of the ACT Management Board
  • Contact ACT
  • Business & Nonprofit Communities
  • Reunion Volunteers
  • Ways to Give
  • Fiscal Year Report
  • Business School Fund Leadership Council
  • Planned Giving Options
  • Planned Giving Benefits
  • Planned Gifts and Reunions
  • Legacy Partners
  • Giving News & Stories
  • Giving Deadlines
  • Development Staff
  • Submit Class Notes
  • Class Secretaries
  • Board of Directors
  • Health Care
  • Sustainability
  • Class Takeaways
  • All Else Equal: Making Better Decisions
  • If/Then: Business, Leadership, Society
  • Grit & Growth
  • Think Fast, Talk Smart
  • Spring 2022
  • Spring 2021
  • Autumn 2020
  • Summer 2020
  • Winter 2020
  • In the Media
  • For Journalists
  • DCI Fellows
  • Other Auditors
  • Academic Calendar & Deadlines
  • Course Materials
  • Entrepreneurial Resources
  • Campus Drive Grove
  • Campus Drive Lawn
  • CEMEX Auditorium
  • King Community Court
  • Seawell Family Boardroom
  • Stanford GSB Bowl
  • Stanford Investors Common
  • Town Square
  • Vidalakis Courtyard
  • Vidalakis Dining Hall
  • Catering Services
  • Policies & Guidelines
  • Reservations
  • Contact Faculty Recruiting
  • Lecturer Positions
  • Postdoctoral Positions
  • Accommodations
  • CMC-Managed Interviews
  • Recruiter-Managed Interviews
  • Virtual Interviews
  • Campus & Virtual
  • Search for Candidates
  • Think Globally
  • Recruiting Calendar
  • Recruiting Policies
  • Full-Time Employment
  • Summer Employment
  • Entrepreneurial Summer Program
  • Global Management Immersion Experience
  • Social-Purpose Summer Internships
  • Process Overview
  • Project Types
  • Client Eligibility Criteria
  • Client Screening
  • ACT Leadership
  • Social Innovation & Nonprofit Management Resources
  • Develop Your Organization’s Talent
  • Centers & Initiatives
  • Student Fellowships

Academia.edu no longer supports Internet Explorer.

To browse Academia.edu and the wider internet faster and more securely, please take a few seconds to  upgrade your browser .

Enter the email address you signed up with and we'll email you a reset link.

  • We're Hiring!
  • Help Center

paper cover thumbnail

Research design issues in earnings management studies

Profile image of Maureen McNichols

2000, Journal of Accounting and Public Policy

Related Papers

research design issues in earnings management studies

Zeszyty Teoretyczne Rachunkowości

José Ignacio Jarne Jarne

The Accounting Journal of Binaniaga

MULJANTO SILADJAJA

The purpose of this research is to test investors capability to detect earning management after the period of publication, when the information from financial report plays critical role in investment’s decision. Given the feedback of investor’s reaction, this research provides an empirical model, that point out the earnings management as a message or signal of firm performance, particularly of negative perception on accruals’s opportunisties. This research uses path model analysis and multivariate regression, where the data have been collected from 2.560 observations. The unit of analysis of this research was all the listed companies in the period 20012017. The method of sampling was purposive sampling, which based on annual financial report. The findings of this research showed that all public firms have systematic method for earnings management, by distinguishing the positive and negative accruals, the discretionary accruals have the negative influence on the market value signific...

Working Papers

Johan R Christiaens

Based on a literature review of major accounting journals, this paper attempts to offer a comprehensive overview of recent earnings management research and provide a critical classification of articles on the matter as well as a search for voids in current literature. A ...

This study purposes to provide a broad overview of current earnings management through a literature study for the 2017-2022 period. Structured Literature Review (SLR) is used to investigate how earnings management develops and focuses. This study uses keywords such as “Profit” and “Earnings Management” to identify studies that are relevant to a particular topic. A total of 27 published studies were found. This study identifies the main directions of Earnings Management research in the 2017-2022 period and discusses several important aspects of the research, namely methodology, research methods, and theory used. To enrich the results, this study defines the scope, type of industry, topics and variables used in this research. This study provides insight into future earnings management research that is used by researchers to develop Earnings Management research.

Managerial Finance

Messod Beneish

Investment Management and Financial Innovations

Nasim AryanNejad

The paper aims to clarify the role of earnings management in the relationship between accruals and the market value of companies. Previous studies suggest that some managers, for providing a desirable image of their performance, manage their profits through distorting cash or accruals. Consequently, investors rely on this information and estimate inaccurate stability of accruals which lead to mispricing phenomenon. Finally, the returns earned by the investors will not be equal to the expected return and thus the accrual anomaly will be created.To this aim, two hypotheses were developed and three regression models were applied to analyze the data. To analyze and estimate the models employed, the financial information of 110 companies listed on the stock exchange between years 2008 to 2014 is used. A selective approach to test the hypotheses is studying cross-sectional data.After conducting statistical tests, the results showed that discretionary accruals through which earnings manage...

Novrys Suhardianto

This study is aimed to investigate the latest devel opments of Earnings Management (EM) researches around the globe. Furthermore, this stud y is aimed to describe the development of opportunistic EM researches in terms of (1) researc h methods used in EM; and (2) investors reactions related to the opportunistic EM. EM literatures published between 1990 and 2011 were r viewed. For the purpose of quality and focus of the study, 2010 journal ranking provid ed by the Excellence in Research for Australia (ERA) in the area of accounting (1501) wa s used to gather literatures through dozens of electronic journal databases subscribed b y the University. Summon search engine was used to find related articles on EM; then compi ling them in a database using Endnote X5. This study focuses on articles that examine manager ’s opportunistic behaviour on EM and its market reactions where there were 39 articles match ed. It is noted that EM measurements change overtime an d discretionary accrual rem...

The Economic Research Guardian

Dr. Sudheesh K

The present study investigates whether firms manipulate earnings to attain specific benchmarks (viz. zero and previous year's earnings) engage in opportunistic or signalling earnings management. Specifically, the study examines the relationship of discretionary accruals with the one year-ahead company performance. The study spans from 2012 to 2018 for 304 firms listed in India. The panel corrected standard error (PCSE) regression estimator is used for the analysis. Our analysis finds evidence of efficient earnings management. Specifically, we find that the discretionary accruals of firms that manage earnings to meet the previous year's profit have a significant positive association with future performance and signals the inside information about the future performance. Further, the results show weak evidence of the relationship between accrual earnings management and future performance among firms meeting zero earnings target. We also study how earnings management relates to the subsequent performance in the absence of earnings benchmarks. The findings show that managers, on average, undertake accrual earnings management to signal future performance.

Journal of Commerce and Accounting Research

Publishing India Group

Earnings management is a financial reporting phenomenon which allows managers to present their financial reports for organisational or their personal benefits. It occurs when managers use their discretion in financial reporting to meet some predetermined target. High profile scams like Enron, WorldCom, and Satyam have raised a question mark on the veracity of financial statements. The present paper describes the earnings management concept and tries to provide a comprehensive synthesis of past studies regarding the drivers of earnings management and impact of corporate governance variables on earnings management practices. Research studies around a quarter of a century commencing from the year 1991 through 2016 published in national and international journals have been revisited to shed light on the earnings management behaviour of corporate sector across the world. The review reveals that the extent and type of earnings management depend on company's specific circumstances and unique managerial drivers. Motives related to capital market, management compensation contracts, external contracts and regulatory & political costs encourage the managers to manage corporate earnings. In addition, the result shows that good corporate governance significantly reduces the level of earnings management which plays a restraining role against earnings management and enhances the reliability of financial reporting. The paper provides novice researchers a bird's eye view of earnings management concept and the related issues. It also helps them to explore new ideas related to earnings management and provide insights to curb malpractices.

Loading Preview

Sorry, preview is currently unavailable. You can download the paper by clicking the button above.

RELATED PAPERS

International Journal of Emerging Trends in Social Sciences

EPRA International Journal of Economics, Business and Management Studies

Abraham Lincoln Ayisi

NATARAJAN P

Vladan Pavlović

Contemporary Accounting Research

Jeffrey Gramlich

Quantitative Economics and Management Studies

ARDIANI IKA SULISTYAWATI

mohammad mustafa dakhlallh

Mohamad Mustafa Gogazeh

Journal of Accounting, Auditing & Finance

Elizabeth Plummer

International Journal of Research in Business Studies and Management

Pranesh Debnath

Soliyah Wulandari

Corporate Governance: An International Review

Walter Aerts

Jurnal Akuntansi dan Keuangan

ANTONIUS HERUSETYA

Manish Kumar

SSRN Electronic Journal

Brad Badertscher

The Cpa Journal

Don Giacomino

Journal of Accounting and Economics

Journal of Business Finance <html_ent glyph="@amp;" ascii="&amp;"/> Accounting

Joseph Legoria

rahmat ajlani

malek mohammed

Research Journal of Finance and Accounting

Lua Luong T

The Accounting Review

Maureen McNichols

Asian Economic and Financial Review

erna handayani

RELATED TOPICS

  •   We're Hiring!
  •   Help Center
  • Find new research papers in:
  • Health Sciences
  • Earth Sciences
  • Cognitive Science
  • Mathematics
  • Computer Science
  • Academia ©2024
     
 








 

, 2000, vol. 19, issue 4-5, 313-345

2000

(186)

(external link)

Full text for ScienceDirect subscribers only


This item may be available elsewhere in EconPapers: for items with the same title.

BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

for this article

Journal of Accounting and Public Policy is currently edited by

in Journal of Accounting and Public Policy from
Bibliographic data for series maintained by Catherine Liu ( ).

Browse Econ Literature

  • Working papers
  • Software components
  • Book chapters
  • JEL classification

More features

  • Subscribe to new research

RePEc Biblio

Author registration.

  • Economics Virtual Seminar Calendar NEW!

IDEAS home

Some searches may not work properly. We apologize for the inconvenience.

Research design issues in earnings management studies

  • Author & abstract
  • 184 Citations
  • Related works & more

Corrections

  • McNichols, Maureen F.

Suggested Citation

Download full text from publisher.

Follow serials, authors, keywords & more

Public profiles for Economics researchers

Various research rankings in Economics

RePEc Genealogy

Who was a student of whom, using RePEc

Curated articles & papers on economics topics

Upload your paper to be listed on RePEc and IDEAS

New papers by email

Subscribe to new additions to RePEc

EconAcademics

Blog aggregator for economics research

Cases of plagiarism in Economics

About RePEc

Initiative for open bibliographies in Economics

News about RePEc

Questions about IDEAS and RePEc

RePEc volunteers

Participating archives

Publishers indexing in RePEc

Privacy statement

Found an error or omission?

Opportunities to help RePEc

Get papers listed

Have your research listed on RePEc

Open a RePEc archive

Have your institution's/publisher's output listed on RePEc

Get RePEc data

Use data assembled by RePEc

🇺🇦    make metadata, not war

Research design issues in earnings management studies

  • Maureen F. McNichols

Similar works

thumbnail-image

Research Papers in Economics

This paper was published in Research Papers in Economics .

Having an issue?

Is data on this page outdated, violates copyrights or anything else? Report the problem now and we will take corresponding actions after reviewing your request.

Discussion of “Why are Earnings Kinky? An Examination of the Earnings Management Explanation”

  • Published: June 2003
  • Volume 8 , pages 385–391, ( 2003 )

Cite this article

research design issues in earnings management studies

  • Maureen F. McNichols 1  

636 Accesses

17 Citations

Explore all metrics

The Dechow et al. paper (2003, this issue) on the distribution of earnings raises an important question: why are earnings kinky? They conduct a number of tests of the earnings management explanation and do not find supportive evidence. They also provide evidence that a number of factors influence the magnitude of the discontinuity in earnings, suggesting that it is a poor proxy for the extent of earnings management. This discussion addresses the contribution of their study, the power of their tests and the implications for future research.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save.

  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime

Price includes VAT (Russian Federation)

Instant access to the full article PDF.

Rent this article via DeepDyve

Institutional subscriptions

Similar content being viewed by others

research design issues in earnings management studies

Earnings co-movements and earnings manipulation

Earnings dynamics and profile heterogeneity: estimates from japanese panel data, real earnings management in the motion picture industry: strengthening the inferences from academic research.

Beatty, A., B. Ke and K. Petroni. (2002). “Differential Earnings Management to Avoid Earnings Declines and Losses Across Publicly and Privately-held Banks.” The Accounting Review 77, 547-570.

Google Scholar  

Beaver, W. H., M. F. McNichols and K. K. Nelson. (2003). “Management of the Loss Reserve Accrual and the Distribution of Earnings in the Property-casualty Insurance Industry.” Journal of Accounting and Economics , forthcoming.

Burgstahler, D. and I. Dichev. (1997). “Earnings Management to Avoid Earnings Decreases and Losses.” Journal of Accounting and Economics 24, 99-126.

Burgstahler, D. and M. Eames. (1998). “Management of Earnings and Analysts Forecasts.” Working Paper, University of Washington.

Dechow, P. M., S. A. Richardson and I. A. Tuna. (2003). “Why Are Earnings Kinky? An Examination of the Earnings Management Explanation.” Review of Accounting Studies , this issue.

Dechow, P. M., R. Sloan and A. Sweeney. (1995). “Detecting Earnings Management.” The Accounting Review 70:2, 193-225.

Defond, M. and K. R. Subramanyam. (1998). “Auditor Changes and Discretionary Accruals.” Journal of Accounting and Economics 25, 35-67.

Degeorge, F., J. Patel and R. Zeckhauser. (1999). “Earnings Management to Exceed Thresholds.” Journal of Business 72, 1-33.

Doyle, A. C. (1994). The Memoirs of Sherlock Holmes . Oxford, England: Oxford University Press.

Hayn, C. (1995). “The Information Content of Losses.” Journal of Accounting and Economics 20, 125-153.

Huron Consulting Group. (2002). “A Study of Restatement Matters.” Downloaded from http:// www.huronconsultinggroup.com.

Jones, J. J. (1991). “Earnings Management During Import Relief Investigations.” Journal of Accounting Research 29, 193-228.

Kasznik, R. (1999). “On the Association Between Voluntary Disclosure and Earnings Management.” Journal of Accounting Research 37:1, 57-81.

McNichols, M. F. (2000). “Research Design Issues in Earnings Management Studies.” Journal of Accounting and Public Policy 19, 313-345.

McNichols, M. F. and G. P. Wilson. (1988). “Evidence of Earnings Management from the Provision for Bad Debts.” Journal of Accounting Research 26, 1-31.

McNichols, M. F. (2002). “Discussion of the Quality of Accruals and Earnings: The Role of Accrual Estimation Errors.” The Accounting Review 77, 61-69.

Download references

Author information

Authors and affiliations.

Graduate School of Business, Stanford University, Stanford, CA, 94305

Maureen F. McNichols

You can also search for this author in PubMed   Google Scholar

Rights and permissions

Reprints and permissions

About this article

McNichols, M.F. Discussion of “Why are Earnings Kinky? An Examination of the Earnings Management Explanation”. Review of Accounting Studies 8 , 385–391 (2003). https://doi.org/10.1023/A:1024486000789

Download citation

Issue Date : June 2003

DOI : https://doi.org/10.1023/A:1024486000789

Share this article

Anyone you share the following link with will be able to read this content:

Sorry, a shareable link is not currently available for this article.

Provided by the Springer Nature SharedIt content-sharing initiative

  • Supportive Evidence
  • Earning Management
  • Management Explanation
  • Earning Management Explanation
  • Find a journal
  • Publish with us
  • Track your research

Grandmother, mother and daughter smiling and laughing on a beach

Working together, we can reimagine medicine to improve and extend people’s lives.

Senior Clinical Sciences Trial Leader (Global Health)

About the role.

As a Senior Clinical Sciences Trial Leader (Global Health) you will support the clinical science and operations of planning and executing translational medicine clinical trials. Collaborate across our global network. Partner with outstanding physicians and scientists. Build therapeutic area expertise. Revolutionize next-generation, digital and patient-centric trial design. Be always curious, innovative and inspiring.

Your Key Responsibilities: 

• Operationally and scientifically lead complex clinical studies • Drive and deliver aspects of global clinical trial execution from study design, set-up and recruitment to final reporting • Lead the matrix-management of robust global clinical trial teams, collaborating across the organization and externally with service providers/investigator sites • Drive the development of clinical study protocols, clinical operations execution plans and other required documents • Ensure quality conduct and document standards are applied across the clinical trial lifecycle • Lead clinical data review • Contribute to project/program level plans  • May mentor junior team members  • Support optimization of standard methodologies in clinical trial operations and adopt an open learning and sharing environment

• Unleash the value of data and digital within clinical studies Ultimately, YOU will help bring new technologies and therapies closer to our patients

Essential Requirements:

Education: A minimum of BSc in life sciences is required. A MSc, PharmD or PhD is desired.  • 4+ years’ experience in clinical trial management/operations, coupled with a broad knowledge of the drug development field; preferably within the pharma industry.   • Demonstrated leadership experience and well-developed interpersonal skills • A track record of collaborating with and influencing a wide range of people, and of building strong partnerships • Strong project management experience; excellent planning, prioritization and organizational skills; used to managing multiple priorities concurrently • High change agility, thriving in an open and dynamic environment. Able to learn proactively, tackle issues and take accountability • Clear written and verbal expression of ideas; an active communicator

Desirables:  • Experience conducting clinical trials in Global Health indications including poverty-related and neglected diseases  • Experience in study design and protocol development/writing 

********* Benefits and Rewards: Read our handbook to learn about all the ways we’ll help you thrive personally and professionally: Novartis Life Handbook Commitment to Diversity and Inclusion: Novartis is committed to building an outstanding, inclusive work environment and diverse teams representative of the patients and communities we serve. Novartis Compensation and Benefit Summary: The pay range for this position at commencement of employment is expected to be between $136,800 - $205,200/year for Senior Clinical Scientist; however, while salary ranges are effective from 1/1/24 through 12/31/24, fluctuations in the job market may necessitate adjustments to pay ranges during this period. Further, final pay determinations will depend on various factors, including, but not limited to geographical location, experience level, knowledge, skills, and abilities. The total compensation package for this position may also include other elements, including a sign-on bonus, restricted stock units, and discretionary awards in addition to a full range of medical, financial, and/or other benefits (including 401(k) eligibility and various paid time off benefits, such as vacation, sick time, and parental leave), dependent on the position offered. Details of participation in these benefit plans will be provided if an employee receives an offer of employment. If hired, employee will be in an “at-will position” and the Company reserves the right to modify base salary (as well as any other discretionary payment or compensation program) at any time, including for reasons related to individual performance, Company or individual department/team performance, and market factors. 

Why Novartis: Helping people with disease and their families takes more than innovative science. It takes a community of smart, passionate people like you. Collaborating, supporting and inspiring each other. Combining to achieve breakthroughs that change patients’ lives. Ready to create a brighter future together? https://www.novartis.com/about/strategy/people-and-culture

Join our Novartis Network: Not the right Novartis role for you? Sign up to our talent community to stay connected and learn about suitable career opportunities as soon as they come up: https://talentnetwork.novartis.com/network

Benefits and Rewards: Read our handbook to learn about all the ways we’ll help you thrive personally and professionally: https://www.novartis.com/careers/benefits-rewards

EEO Statement:

The Novartis Group of Companies are Equal Opportunity Employers who are focused on building and advancing a culture of inclusion that values and celebrates individual differences, uniqueness, backgrounds and perspectives. We do not discriminate in recruitment, hiring, training, promotion or other employment practices for reasons of race, color, religion, sex, national origin, age, sexual orientation, gender identity or expression, marital or veteran status, disability, or any other legally protected status. We are committed to fostering a diverse and inclusive workplace that reflects the world around us and connects us to the patients, customers and communities we serve.

Accessibility & Reasonable Accommodations

The Novartis Group of Companies are committed to working with and providing reasonable accommodation to individuals with disabilities. If, because of a medical condition or disability, you need a reasonable accommodation for any part of the application process, or to perform the essential functions of a position, please send an e-mail to [email protected] or call +1(877)395-2339 and let us know the nature of your request and your contact information. Please include the job requisition number in your message.

A female Novartis scientist wearing a white lab coat and glasses, smiles in front of laboratory equipment.

  • DOI: 10.3390/risks12080123
  • Corpus ID: 271681637

Impact of Audit Fees on Earnings Management and Financial Risk: An Analysis of Corporate Finance Practices

  • A. Daryaei , D. Askarany , Yasin Fattahi
  • Published in Risks 2 August 2024
  • Business, Economics

Figures and Tables from this paper

figure 1

49 References

Discussion of the quality of accruals and earnings: the role of accrual estimation errors.

  • Highly Influential

The joint determination of audit fees, non-audit fees, and abnormal accruals

Abnormal audit fees and restatements, combatting bribery and corruption: does corporate anti-corruption commitment lead to more or less audit effort, how audit fees impact earnings management in service companies on the amman stock exchange through audit committee characteristics, is earnings management impacted by audit fees and auditor tenure an analysis of the big four audit firms in the us market, how fintech improves financial reporting quality evidence from earnings management, determining audit fees: evidence from the egyptian stock market, accounting comparability, conservatism, executive compensation-performance, and information quality, the impact of abnormal audit fees on audit quality: a study of asean countries, related papers.

Showing 1 through 3 of 0 Related Papers

IMAGES

  1. (PDF) Research design issues in earnings management studies

    research design issues in earnings management studies

  2. Ongoing debates on earnings management

    research design issues in earnings management studies

  3. (PDF) Earnings Management and Firm's Subsequent Period Performance: A

    research design issues in earnings management studies

  4. (PDF) Earnings Management: A Literature Review

    research design issues in earnings management studies

  5. [PDF] Detection Of Earnings Management

    research design issues in earnings management studies

  6. PPT

    research design issues in earnings management studies

VIDEO

  1. Earnings Management

  2. Research Design (in 3 minutes)

  3. How to Create a Strong Research Design: 2-minute Summary

  4. QUANTITATIVE Research Design: Everything You Need To Know (With Examples)

  5. Research Design Overview ~ a Recipe

  6. Earnings Management

COMMENTS

  1. Research design issues in earnings management studies

    Research design issues in distributional tests for earnings managementRecent studies by Burgstahler and Dichev (1997), hereafter BD, and Degeorge et al. (1999), hereafter DPZ, contribute an innovative approach to testing for earnings management, by focusing on the density of the distribution of earnings after management. They both suggest that ...

  2. Research Design Issues in Earnings Management Studies

    Research Design Issues in Earnings Management Studies. 2000 Vol. 19 Issue 4-5 Pages 313-345. This paper discusses trade-offs associated with three research designs commonly used in the earnings management literature: those based on aggregate accruals, those based on specific accruals and those based on the distribution of earnings after ...

  3. Research Design Issues in Earnings Management Studies

    McNichols (2000) discusses research design issues in EM studies such as the choice between using specific vs. aggregated accruals. Taken together, we categorize the blue category into the ...

  4. Research Design Issues in Studies Using Discretionary Accruals

    Research Design Issues in Studies Using Discretionary Accruals. Maureen F. McNichols, Maureen F. McNichols. Marriner S. Eccles Professor [email protected] ... In this commentary, we propose and discuss a set of suggestions for improving the research design of studies on earnings management that use discretionary accruals. Specifically, we ...

  5. Research design issues in earnings management studies

    Download PDF. Research design issues in earnings management studies Maureen F. McNichols * Department of Accounting, Graduate School of Business, Stanford University, Stanford, CA 94305, USA Abstract This paper discusses trade-o s associated with three research designs commonly used in the earnings management literature: those based on ...

  6. Research design issues in earnings management studies

    Research Design Issues in Studies Using Discretionary Accruals. M. McNichols Stephen R. Stubben. Business, Economics. Abacus. 2018. Because discretionary accruals are known to be noisy proxies of earnings management that often produce biased results, we argue that a correlation between discretionary accruals and a hypothesized….

  7. Research Design Issues in Studies Using Discretionary Accruals

    Research Design Issues in Studies Using Discretionary Accruals. 32 Pages Posted: 7 May 2018. See all articles by Maureen F. McNichols Maureen F. McNichols. ... In this commentary, we propose and discuss a set of suggestions for improving the research design of studies on earnings management that use discretionary accruals. Specifically, we ...

  8. Research Design Issues in Studies Using Discretionary Accruals

    Research Design Issues in Studies Using Discretionary Accruals. Abacus, Vol. 54, Issue 2, pp. 227-246, 2018. ... In this commentary, we propose and discuss a set of suggestions for improving the research design of studies on earnings management that use discretionary accruals. Specifically, we discuss suggestions for developing predictions ...

  9. Past, present, and future of earnings management research

    Over the past decades, earnings management (EM) has received the considerable attention of many scholars, practitioners, and regulators since it could result in less confidence and transparency in the financial market (Nguyen et al., 2021). The study of Hepworth was the first to introduce earnings man-agement in 1953 (Hepworth, 1953).

  10. Research design issues in earnings management studies

    By Maureen F. McNichols; Research design issues in earnings management studies

  11. Research design issues in earnings management studies

    "Research Design Issues in Studies Using Discretionary Accruals," Abacus, Accounting Foundation, University of Sydney, vol. 54(2), pages 227-246, June. Iatridis, George, 2010. " International Financial Reporting Standards and the quality of financial statement information ," International Review of Financial Analysis , Elsevier, vol. 19(3 ...

  12. Research design issues in earnings management studies

    Research design issues in distributional tests for earnings management. Recent studies by Burgstahler and Dichev (1997), hereafter BD, and Degeorge et al. (1999), hereafter DPZ, contribute an innovative approach to testing for earnings management, by focusing on the density of the distribution of earnings after management.

  13. Research design issues in earnings management studies

    "Research design issues in earnings management studies," Journal of Accounting and Public Policy, Elsevier, vol. 19(4-5), pages 313-345. Handle: RePEc:eee:jappol:v:19:y:2000:i:4-5:p:313-345. as ... Various research rankings in Economics. RePEc Genealogy. Who was a student of whom, using RePEc. RePEc Biblio. Curated articles & papers on ...

  14. Earnings Management: Emerging Insights in Theory, Practice, and

    About this book. Earnings Management: Theory and Research is a scholarly study of earnings management. The book is aimed for scholars in accounting, finance, economics, and law. The authors address the following research questions: Why earnings are so important that firms feel compelled to manipulate them?

  15. Research Design Issues in Studies Using Discretionary Accruals

    Research Design Issues in Studies Using Discretionary Accruals. Published in Abacus. A Journal of… 16 April 2018. Because discretionary accruals are known to be noisy proxies of earnings management that often produce biased results, we argue that a correlation between discretionary accruals and a hypothesized factor is generally not an ...

  16. Detecting Earnings Management: A New Approach

    Our approach exploits the inherent property of accrual accounting that any accrual-based earnings management in one period must reverse in another period. If the researcher has priors concerning the timing of the reversal, incorporating these priors can significantly improve the power and specification of tests for earnings management.

  17. Earnings management: a three-decade analysis and future prospects

    Earnings management: a three-decade analysis and future prospects. PurposeThis paper undertakes an extensive and systematic review of the literature on earnings management (EM) over the past three decades (1992-2022). Furthermore, the study identifies emerging research themes and proposes future avenues for further investigation in the realm ...

  18. Detecting Earnings Management: A New Approach

    Our approach exploits the inherent property of accrual accounting that any accrual-based earnings management in one period must reverse in another period. If the researcher has priors concerning the timing of the reversal, incorporating these priors can significantly improve the power and specification of tests for earnings management.

  19. Past, present, and future of earnings management research

    There is a remarkable growth in earnings management research, with 54% of publications emerging from 2016 to 2021, peaking at 226 papers in 2021. Kim Y. and Alahada M. are leading contributors with ten publications each, while Kim J.-B. stands out with an impressive 1,056 citations across eight documents.

  20. Earnings management in V4 countries: the evidence of earnings smoothing

    The empirical research on earnings management has been marked by a few events that have had a great impact on the knowledge of earnings management; ... McNichols, M. (2000). Research design issues in earnings management studies. Journal of Accounting and Public Policy, 19, 313-345.

  21. Research design issues in earnings management studies

    Research design issues in earnings management studies. Authors. Maureen F. McNichols; Publication date. Publisher. Abstract Abstract is not available. article; Similar works. Full text. Research Papers in Economics. Go to the repository landing page. Download from data provider. Last time updated on 06/07/2012.

  22. The Use of Unsigned Earnings Quality Measures in Tests of Earnings

    of earnings management to identify threats to valid statistical inferences and to suggest possible remedies for the research design issues that arise. We focus our analysis primarily on the absolute value of discretionary ac-cruals, as this is the most commonly used unsigned measure of earnings

  23. Discussion of "Why are Earnings Kinky? An Examination of the Earnings

    McNichols, M. F. (2000). "Research Design Issues in Earnings Management Studies." Journal of Accounting and Public Policy 19, 313-345. Google Scholar McNichols, M. F. and G. P. Wilson. (1988). "Evidence of Earnings Management from the Provision for Bad Debts." Journal of Accounting Research 26, 1-31.

  24. Senior Clinical Sciences Trial Leader (Global Health)

    As a Senior Clinical Sciences Trial Leader (Global Health) you will support the clinical science and operations of planning and executing translational medicine clinical trials. Collaborate across our global network. Partner with outstanding physicians and scientists. Build therapeutic area expertise. Revolutionize next-generation, digital and patient-centric trial design. Be always curious ...

  25. Impact of Audit Fees on Earnings Management and Financial Risk: An

    This study employs a robust quantitative ex post facto research design to investigate the complex relationship between audit fees and earnings management. The financial information of 164 firms admitted to the Tehran Stock Exchange (TSE) was used from 2010 to 2019 (pre-COVID period) to achieve the research goal. Analysing data from the Tehran Stock Exchange firms, the study uncovers an ...