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Record W4410927348 · doi:10.5539/ass.v21n3p54

Impact of Work-Life Quality on Employees Job Performance: A Case Study of Kavin Group Company Kurdistan – Iraq

2025· article· en· W4410927348 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

VenueAsian Social Science · 2025
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicBelt and Road Initiative
Canadian institutionsnot available
Fundersnot available
KeywordsWork (physics)BusinessQuality (philosophy)Operations managementMarketingPsychologyBusiness administrationEngineering

Abstract

fetched live from OpenAlex

The paper discussed impact of work-life quality of on employees’ job performance in kavin group company Kurdistan - Iraq. The research question ascertained the extent to which work-life quality influences employees job satisfaction, work-life balance, productivity and turnover in Kavin group company Kurdistan. A cross- sectional research design was used in carrying out the study in which primary data was generated using questionnaire. A sample size of 150 was purposively determined from a population of 1000 employees of Kavin Group company Duhok –Kurdistan. The sample size consisting of 15 managers, 30 supervisors and 105 shop-floor workers were randomly selected from the population size using stratified random sampling method of shuffling and selection of cards without replacement method. The period of study is between September, 2023 and August, 2024.This study concludes that work-life quality has to a large extent influenced employees’ job satisfaction, work-life balance, productivity and turnover in Kavin group company Kurdistan and therefore and recommends among others: creation of awareness on the importance of good and sustainable work-life quality, continuous review of existing work environment, regular training and development of the workforce, matching of employees' specialties with open positions while hiring.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.128
Threshold uncertainty score0.486

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.001
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 head0.069
GPT teacher head0.349
Teacher spread0.281 · 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