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Record W2885991071

Human Resource Management a Function of the Past: A Content Analysis of the First Edition Canadian Introductory Human Resource Management Textbooks

2012· article· en· W2885991071 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

Venuenot available
Typearticle
Languageen
FieldPsychology
TopicHuman Resource Development and Performance Evaluation
Canadian institutionsnot available
Fundersnot available
KeywordsHuman resource managementFunction (biology)Resource management (computing)Content analysisHuman resource management systemResource (disambiguation)Library scienceComputer scienceKnowledge managementSociologySocial scienceBiology
DOInot available

Abstract

fetched live from OpenAlex

Current day Canadian Human Resource Management (HRM) textbooks had their beginnings during 1973-1984, when a number of United States (U.S.) authored and focused textbooks were adapted (or ‘Canadianised’) for the Canadian higher educational market, and one or two original Canadian texts were developed. The fundamental structure of the first Canadian edition introductory HRM textbooks continue to be adapted within educational and business environments three decades later, illustrating their significant influence on the education and discipline of HRM in Canada. This paper examines the intentions and approaches taken by the first Canadian textbook authors and their attempts to address what they saw as a relative lack of research to deal with issues facing Canadian personnel and the lack of material representative of the Canadian context, values, culture and working people. The paper reports on the results of a content analysis approach and compares each author’s intentions with the actual written content to reveal that despite author intentions the textbooks contained limited Canadian research, theories, context and culture. Also noted was the contents were focused on a narrowly functional perspective rooted in American theoretical developments that served to exacerbate the problem of Canadian content and perspective. This functional framework laid the foundation for current Canadian HRM textbooks.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.231
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.000

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 head0.047
GPT teacher head0.279
Teacher spread0.232 · 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