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Record W3099726814 · doi:10.1111/1911-3838.12239

Blockchain in Accounting Research and Practice: Current Trends and Future Opportunities*

2020· article· en· W3099726814 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAccounting Perspectives · 2020
Typearticle
Languageen
FieldComputer Science
TopicBlockchain Technology Applications and Security
Canadian institutionsnot available
Fundersnot available
KeywordsAccountingAuditBlockchainScope (computer science)Corporate governanceBusinessFunction (biology)Accounting information systemPolitical scienceFinanceComputer science

Abstract

fetched live from OpenAlex

ABSTRACT This article provides a review of the accounting blockchain literature, with a focus on current trends and recommendations for future research opportunities. Our review identifies seven main areas: (i) future of blockchain technology, (ii) impact on the accounting function, (iii) auditing considerations, (iv) financial reporting for cryptoassets, (v) case studies, (vi) governance, and (vii) taxation. The article aims to bridge the gap between practitioners and academics by providing a review of both areas of literature and highlighting common ground between the two arenas. While academics have begun to explore how the accounting profession might change in response to blockchain, this research is limited primarily to the auditing field. Practitioners, for their part, have expanded their scope to also devote significant attention to the financial reporting and taxation of cryptoassets. Expanding the discussion of accounting and blockchains beyond their current concentrations in auditing and accounting information systems, we call for more research on the impact of blockchain technology in other areas such as corporate governance or the intersection of accounting and society.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.548
Threshold uncertainty score0.628

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.070
GPT teacher head0.354
Teacher spread0.284 · 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