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Record W4405449871 · doi:10.6000/1929-6029.2024.13.31

The Effect of Regulation and Organizational Commitment on the Successful Handling of Covid-19 with Job Satisfaction Mediation

2024· article· en· W4405449871 on OpenAlex
Bestari Jaka Budiman, Hartati Hartati, Emilia Nissa Khairani, Citra Ayu Menola

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

VenueInternational Journal of Statistics in Medical Research · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicEmployee Performance and Management
Canadian institutionsnot available
Fundersnot available
KeywordsJob satisfactionMediationOrganizational commitmentGovernment (linguistics)PsychologyCoronavirus disease 2019 (COVID-19)Work (physics)BusinessSocial psychologyMedicinePolitical scienceEngineering

Abstract

fetched live from OpenAlex

This study was intended to determine the effect of DPJP Job Satisfaction Mediating the Effect of Regulation and Work Commitment on the Successful Handling of Covid-19. The smart PLS 3.0 application is used to help analyze this research. All the p-values of the direct relationship variables were below 0.05, except for DPJP's job satisfaction on the successful handling of COVID-19, the p-value was above 0.05. Meanwhile, all p-values of indirect relationships are above 0.05. Government regulation and organizational commitment directly influence the success of handling covid-19, except that DPJP job satisfaction does not directly influence the success of handling covid-19. Meanwhile, the relationship between government regulation and organizational commitment to the successful handling of COVID-19 mediated by DPJP job satisfaction did not have a significant effect.

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)0.009
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.404
Threshold uncertainty score0.988

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.036
GPT teacher head0.439
Teacher spread0.404 · 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