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Record W2037734176 · doi:10.1506/uf1g-tud8-7byt-219t

Commentary: An International Comparison and Evaluation of Financial Accounting Concepts Statements*

2002· article· en· W2037734176 on OpenAlexaffvenueabout
William R. Scott

Bibliographic record

VenueCanadian Accounting Perspectives · 2002
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicAuditing, Earnings Management, Governance
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsAccountingScope (computer science)NormativeConvergence (economics)Accounting standardBusinessAgency (philosophy)Financial accountingFund accountingPositive accountingAccounting information systemEconomicsPolitical scienceComputer scienceSociologyLaw

Abstract

fetched live from OpenAlex

ABSTRACT Standard setters in several jurisdictions have adopted statements of financial accounting concepts. Given that concepts statements influence accounting standards, similarities and differences of concepts across jurisdictions will affect the ability of the International Accounting Standards Board (IASB) and other accounting bodies to secure standards convergence. This paper analyzes the concepts statements of Australia, Canada, New Zealand, the United Kingdom, the United States, and the IASB. Although these statements seem similar at a “broad brush” level, a closer look reveals substantial differences. The main purpose of this paper is to evaluate these differences and the extent to which they may impair standards convergence. The paper also proposes broadening the scope of the concepts structure to include normative agency‐theoretic considerations, which would bring the legitimate interests of management into the concepts structure, with the potential to move some of the trade‐offs necessary to secure managers' acceptance of accounting standards into the structure itself.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.037
metaresearch head score (Gemma)0.169
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.232
Threshold uncertainty score0.461

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0370.169
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0070.009
Science and technology studies0.0100.010
Scholarly communication0.0080.003
Open science0.0020.003
Research integrity0.0110.010
Insufficient payload (model declined to judge)0.0050.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.028
GPT teacher head0.304
Teacher spread0.276 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations9
Published2002
Admission routes3
Has abstractyes

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