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Managerial Accounting

See the latest research, articles and faculty on the Managerial Accounting Area of Expertise at Columbia Business School.

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Latest on Managerial Accounting

Accounting, Artificial Intelligence, Business and Society, Capital Markets and Investments, Energy Solutions
Date
February 08, 2026
A rack of servers in a server room photo. Photo by Kevin Ache on Unsplash.com
Accounting, Artificial Intelligence, Business and Society, Capital Markets and Investments, Energy Solutions

The $660 Billion Disconnect Between Corporate Accounting And GDP

GDP conflates consumption and investment spending and hence confuses motion for progress
  • Read more about The $660 Billion Disconnect Between Corporate Accounting And GDP about The $660 Billion Disconnect Between Corporate Accounting And GDP
Accounting, World Business
Date
November 26, 2024
A UPS van with a logo
Accounting, World Business

How Many More UPS-Like Goodwill Write-Downs Hide in Plain Sight in Corporate Governance?

507 firms hold over $1 billion in goodwill with market-to-book ratios below one, suggesting hidden risks. Learn how investors can scrutinize these firms for potential write-downs and what this reveals about corporate governance with insights from Columbia Business School.
  • Read more about How Many More UPS-Like Goodwill Write-Downs Hide in Plain Sight in Corporate Governance? about How Many More UPS-Like Goodwill Write-Downs Hide in Plain Sight in Corporate Governance?
Accounting
Type
Research In Brief
Date
October 01, 2024
Accounting

Do Corporate ESG Pledges Really Benefit Stakeholders?

CBS Professor Shivaram Rajgopal finds that businesses that claim to be acting in stakeholders’ best interests show no signs of changed behavior.
  • Read more about Do Corporate ESG Pledges Really Benefit Stakeholders? about Do Corporate ESG Pledges Really Benefit Stakeholders?
Accounting, Technology
Date
August 13, 2024
Apple logo on a building
Accounting, Technology
Accounting News

Valuing Intangible Capital in the Age of Trillion-Dollar Tech Giants

New research by CBS Professor Shivaram Rajgopal and his co-authors uses historical company data to help investors more accurately estimate a company's value, promoting greater transparency.
  • Read more about Valuing Intangible Capital in the Age of Trillion-Dollar Tech Giants about Valuing Intangible Capital in the Age of Trillion-Dollar Tech Giants
Accounting, Economics and Policy, Technology
Date
June 05, 2024
CBS Photo Image
Accounting, Economics and Policy, Technology

Ratifying The Musk Award Might Lead To Large Earnings Hit For Tesla

Tesla’s 2024 proxy statement seems to argue that a shareholder ratification of the 2018 option to Mr. Musk, rescinded by the Delaware court, will lead no new charge for compensation expense. I don’t think that’s right.
  • Read more about Ratifying The Musk Award Might Lead To Large Earnings Hit For Tesla about Ratifying The Musk Award Might Lead To Large Earnings Hit For Tesla
Accounting
Date
May 02, 2024
A stock market chart and a city street
Accounting
Accounting News

Ratings Reimagined: How Synthetic Credit Ratings Can Compete with Agencies

CBS Professor Doron Nissim explores a new model for creating synthetic credit ratings.
  • Read more about Ratings Reimagined: How Synthetic Credit Ratings Can Compete with Agencies about Ratings Reimagined: How Synthetic Credit Ratings Can Compete with Agencies
Accounting, Accounting Press Release, Business Economics and Public Policy, Capital Markets and Investments, Operations
Date
April 10, 2024
Research and development word cloud isolated on a white background.
Accounting, Accounting Press Release, Business Economics and Public Policy, Capital Markets and Investments, Operations
Accounting Press Release

Decoding Their Worth: A Novel Methodology to Assess Companies' R&D Investments

Columbia Business School Research Provides Industry-Specific Guidelines to Measure Future Value of In-House Intangible Investments Including R&D
  • Read more about Decoding Their Worth: A Novel Methodology to Assess Companies' R&D Investments about Decoding Their Worth: A Novel Methodology to Assess Companies' R&D Investments
Climate and Finance, Elections, ESG, Financial Policy, Politics
Date
March 06, 2024
A factory with smoke
Climate and Finance, Elections, ESG, Financial Policy, Politics

The SEC's New Climate Rule Is a Reasonable Political Compromise in an Election Year

The climate reporting genie is out of the bottle although the cost of a less prescriptive SEC rule is reporting inconsistencies across jurisdictions and fully delegating materiality assessments to the firm.
  • Read more about The SEC's New Climate Rule Is a Reasonable Political Compromise in an Election Year about The SEC's New Climate Rule Is a Reasonable Political Compromise in an Election Year

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Managerial Accounting Faculty

Wei Cai, Assistant Professor of Business

Wei Cai

Assistant Professor of Business
Accounting Division
Jonathan Glover

Jonathan Glover

George O. May Professor of Financial Accounting in the Faculty of Business
Accounting Division
Shivaram Rajgopal

Shivaram Rajgopal

Roy Bernard Kester and T.W. Byrnes Professor of Accounting and Auditing; Chair of the Accounting Division
Accounting Division
Chartered Accountancy
1987

CBS Faculty Research on Managerial Accounting

Throwing Curveballs: A Language-Based Model of Curveball Questions in Quarterly Earnings Calls Uncovers their Consequences and Antecedents

Authors
Nandil Bhatia and Wei Cai
Date
Forthcoming
Format
Journal Article
Journal
Strategic Management Journal

In evaluative contexts, evaluatees typically seek to present themselves in a favorable light, while evaluators ask penetrating questions to assess these claims. Here we develop a framework to identify curveball questions: ones that are on-topic yet perplexing (i.e., difficult to predict) relative to past discourse. We develop a language-based measure of curveball questions and apply it to a corpus of quarterly earnings calls.

Read More about Throwing Curveballs: A Language-Based Model of Curveball Questions in Quarterly Earnings Calls Uncovers their Consequences and Antecedents

Executive Cooperativeness: Evidence from Conference Calls

Authors
Wei Cai, Kelly Ju, Ethan Rouen, and Yuan Zou
Date
January 16, 2026
Format
Journal Article
Journal
Management Science

Cooperativeness is essential to individual and organizational success. We exploit a unique feature of conference calls to study individual executives’ cooperativeness, indicated by their directly inviting colleagues to respond to analysts’ questions, and its relation with their career outcomes and firm performance. After validating our measure, we find that cooperativeness is associated with relevant executive characteristics. Older, more senior, and more experienced executives are more likely to display cooperativeness.

Read More about Executive Cooperativeness: Evidence from Conference Calls

Managerial Responses to Changes in Fair Value Accounting for Equity Securities

Authors
Sehwa Kim, Seil Kim, Carol A. Marquardt, and Dongoh Shin
Date
July 23, 2025
Format
Journal Article
Journal
Contemporary Accounting Research

Accounting Standards Update (ASU) 2016-01 requires that unrealized gains and losses on equity investments (equity-URGL) previously recognized in other comprehensive income now be included in net income. Using a sample of public insurers, we examine how this accounting standard change influences managerial investment decisions, with a particular focus on the moderating effects of compensation contracting and financial reporting practices.

Read More about Managerial Responses to Changes in Fair Value Accounting for Equity Securities

An Introduction to the Special Issue on Perspectives on Carbon Accounting and Reporting

Authors
Jonathan Glover
Date
May 28, 2025
Format
Journal Article
Journal
Foundations and Trends® in Accounting
Discover insights on double-entry carbon accounting from top academics and practitioners in this special issue of Foundations and Trends® in Accounting. Understand the importance of emissions tracking, the allocation of emissions to products, and the integration with financial systems. This article highlights how double-entry carbon accounting can guide firms in reducing carbon emissions and credibly communicating their actions.
Read More about An Introduction to the Special Issue on Perspectives on Carbon Accounting and Reporting

Market Consequences of Sovereign Accounting Errors

Authors
Shivaram Rajgopal, Marion Boisseau-Sierra, and Jenny Chu
Date
January 3, 2023
Format
Journal Article

This paper investigates the market consequences of sovereign accounting errors. Eurostat, a division of the European Commission, issues semiannual assessments of financial reports produced by the member states of the European Union (EU), and issues reservations that detail financial reporting errors when they have doubts on the quality of sovereign financial reporting.

Read More about Market Consequences of Sovereign Accounting Errors

Formalizing the Informal: Adopting a Formal Culture-fit Measurement System in the Employee Selection Process

Authors
Wei Cai
Date
August 11, 2022
Format
Journal Article

Many organizations rely on formal management control systems that align employee values with organizational values (i.e., culture-fit) to shape organizational culture. Using proprietary data from a highly-decentralized organization, I examine the employee performance consequences of adopting a formal culture-fit measurement system in employee selection. I exploit the staggered feature of the adoption of the system, and find that employees selected with the system perform significantly better than those without the system.

Read More about Formalizing the Informal: Adopting a Formal Culture-fit Measurement System in the Employee Selection Process

Does ESG Negative Screening Work?

Authors
Shivaram Rajgopal, Jing Xie, and Robert G. Eccles
Date
August 10, 2022
Format
Journal Article

We revisit the firm value and pricing implications of the negative screening of sin stocks. Unlike prior work, we find that institutional ownership and valuations related to sin stocks are not different from those of other stocks after controlling for differences in fundamentals between sin and non-sin stocks. Sin stocks do not differ in the likelihood of exiting the public market, the cost of raising new equity, and in the announcement returns around negative ESG news relative to non-sin stocks, casting further doubt on whether negative screening hurts sin stocks.

Read More about Does ESG Negative Screening Work?

Optimal Team Composition: Diversity to Foster Implicit Team Incentives

Authors
Jonathan Glover and E. Kim
Date
September 1, 2021
Format
Journal Article
Journal
Management Science

We study optimal team design. In our model, a principal assigns either heterogeneous agents to a team (a diverse team) or homogenous agents to a team (a specialized team) to perform repeated team production. We assume that specialized teams exhibit a productive substitutability (e.g., interchangeable efforts with decreasing returns to total effort), whereas diverse teams exhibit a productive complementarity (e.g., cross-functional teams).

Read More about Optimal Team Composition: Diversity to Foster Implicit Team Incentives

Team Incentives and Bonus Floors in Relational Contracts

Authors
Jonathan Glover and Hao Xue
Date
January 1, 2020
Format
Journal Article
Journal
The Accounting Review

Teamwork and team incentives are increasingly prevalent in modern organizations. Performance measures used to evaluate individuals' contributions to teamwork are often non-verifiable. We study a principal-multi-agent model of relational (self-enforcing) contracts in which the optimal contract resembles a bonus pool. It specifies a minimum joint bonus floor the principal is required to pay out to the agents, and gives the principal discretion to use non-verifiable performance measures to both increase the size of the pool and to allocate the pool to the agents.

Read More about Team Incentives and Bonus Floors in Relational Contracts

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