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Record W2131266394 · doi:10.5539/hes.v5n1p43

Administrative Strategies of Departmental Heads as Determinants for the Effective Management of Human Resources in Tertiary Institutions in Delta State, Nigeria

2015· article· en· W2131266394 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

VenueHigher Education Studies · 2015
Typearticle
Languageen
FieldPsychology
TopicHuman Resource Development and Performance Evaluation
Canadian institutionsnot available
Fundersnot available
KeywordsStratified samplingHuman resourcesSample (material)Human resource managementPopulationTertiary careSimple random sampleHigher educationMedical educationPsychologyOperations managementManagementStatisticsMedicineSociologyMathematicsDemographyFamily medicineEngineeringEconomic growthEconomics

Abstract

fetched live from OpenAlex

This study investigated administrative strategies of departmental heads as determinants of effective management of human resources in tertiary institutions. Four research questions were asked and four hypotheses were formulated to guide the study. As a descriptive survey, the population comprised all the eight tertiary institutions in the state with 1898 academic staff and 4633 non-academic staff. A sample of 980 academic staff and 1550 non-academic staff was drawn through the multi-stage and stratified random sampling techniques. The instrument used was the questionnaire. Data collected were analyzed using Pearson correlation matrix, means and standard deviation, linear and multiple correlation and regression analysis. Results showed, among others, that there is significant correlation between administrative strategies and human resource management. It was recommended that departmental heads should equip themselves adequately with various administrative strategies.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.035
Threshold uncertainty score0.352

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.166
GPT teacher head0.498
Teacher spread0.332 · 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