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Record W6965013671 · doi:10.32920/29156078

Management Consultants and the Employees of Their Client Organizations: Towards a Model of Employee Protection

2025· article· en· W6965013671 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicBusiness Law and Ethics
Canadian institutionsnot available
Fundersnot available
KeywordsRestructuringLiabilityControl (management)EnforcementInterpretation (philosophy)Labour lawRetention ManagementManagement control system

Abstract

fetched live from OpenAlex

<p> </p> <p>Organizations increasingly rely on external management consultants to restructure their businesses in an effort to improve performance, competitiveness, and profitability. This article focuses on the ramifications of such arrangements for the client organization’s employees. Management consultants generally wield substantial influence on their clients, and often perform managerial functions, directly interacting with, and exercising significant control over, the client’s employees. As a result, consultants may directly or indirectly contribute to labour and employment law infringements by the client organization. The author argues that while existing laws may provide some mechanisms of enforcement and protection, there is a need for more robust regulation to ensure that management consultants are made directly responsible for their actions where the effect of those actions is to cause a violation of employees’ rights. Accordingly, using “Lean” consulting as an example, specifically the implementation of Lean in the Saskatchewan healthcare system, the paper states the case for recognizing and expanding the liability of management consultants directly to their clients’ employees. Among other proposals, the author advocates a broad interpretation of existing employment and labour laws to capture the activities of management consultants where there exist the requisite elements of influence or control, and raises the possibility of establishing a regulatory scheme for the management consulting profession.</p>

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 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)0.000
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: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.517
Threshold uncertainty score0.268

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 science0.0000.000
Research integrity0.0000.000
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 head0.023
GPT teacher head0.233
Teacher spread0.210 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

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

Citations0
Published2025
Admission routes1
Has abstractyes

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