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Record W4413170138 · doi:10.33920/vne-04-2507-03

Ethical Code of the HR-Manager Profession: Review of Foreign Practices

2025· article· en· W4413170138 on OpenAlexaboutno aff
Svetlana V. Solovyova

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldDecision Sciences
TopicEthics in Business and Education
Canadian institutionsnot available
Fundersnot available
KeywordsCode (set theory)Ethical codeBusinessPolitical scienceComputer scienceProgramming languagePublic relations

Abstract

fetched live from OpenAlex

The profession of "HR specialist" is new and dynamically developing. As the history of professional culture shows, a significant indicator of the autonomy and strength of the community is the presence of a clearly articulated system of corporate values and norms, presented as a code of ethics. Currently, HR managers in Russia do not use the institution of ethical codification as a tool for strengthening professional identity, increasing recognition and trust in the labor market. The purpose of the study is to systematize international experience and identify the potential of the Russian professional community of HR managers for the specified consolidation. The object of the study is the code of ethics as a tool for regulating professional activity. The subject is the ethical codes of the HR manager profession. To achieve the goal of the study, the following tasks were formulated: identifying problems associated with the development of an ethical code of the profession; analysis of ethical codes of the HR manager profession of large foreign associations; based on the analytics, formulating a recommendation for the creation of a Russian ethical code of the HR manager profession. The codes of the largest international associations of HR managers were selected for the study: AHRI (Australia), CPHR (Canada), SHRM (USA), CIPD (Great Britain). Their codes can provide a basis for the formation of a general code for the profession of "HR specialist". Having considered the most common moral difficulties of a specialist, it was found that all of them are associated with the lack of an ideological level of the profession in an HR manager. The result of the work was recommendations for the development of an ethical code for the profession of "HR specialist" in Russia, which can be used by any company or association that needs it.

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)0.015
metaresearch head score (Gemma)0.025
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: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.015
Threshold uncertainty score0.077

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0150.025
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0100.012
Science and technology studies0.0020.005
Scholarly communication0.0040.004
Open science0.0010.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.352
GPT teacher head0.558
Teacher spread0.205 · 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
GenreReview

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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