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Record W2977326930 · doi:10.18485/epmj.2019.9.1.5

Human Resource Management in Project Management: Ideas at the Cusp

2019· article· en· W2977326930 on OpenAlexaff
Ravikiran Dwivedula

Bibliographic record

VenueEuropean Project Management Journal · 2019
Typearticle
Languageen
FieldDecision Sciences
TopicConstruction Project Management and Performance
Canadian institutionsBrandon University
Fundersnot available
KeywordsHuman resource managementResource management (computing)Cusp (singularity)BusinessKnowledge managementProcess managementEngineering managementComputer scienceEngineeringMathematics

Abstract

fetched live from OpenAlex

Human resource management is an important function when managing projects. Over the years, project management has developed and consolidated a robust theory base that lead to a body of knowledge that is unique to its practice and distinct within the larger management discipline. In this direction, this is an opportune moment to reflect on the themes explored within the project management literature that is specific to managing people. Using 104 peer-reviewed articles extracted from web of science database, 6 research themes have been identified that lie at the intersection of project management and human resource management. Co-occurrence of key words is the methodology employed. The themes are Human resource management as a critical success factor for projects, Project manager as an enabler of project success, Projects human resource as vehicle for organizational competitiveness, Project-Human Resource management as engines of innovation, People management competencies of project manager, and Contextual competencies of project manager.

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)0.013
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.370
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0130.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.004
Science and technology studies0.0010.000
Scholarly communication0.0020.001
Open science0.0040.004
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.007

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 head0.062
GPT teacher head0.350
Teacher spread0.289 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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
Published2019
Admission routes1
Has abstractyes

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