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Record W3012903346 · doi:10.5267/j.msl.2020.3.006

Impact of personnel creativity on achieving strategic agility: The mediating role of knowledge sharing

2020· article· en· W3012903346 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

VenueManagement Science Letters · 2020
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCollaboration in agile enterprises
Canadian institutionsnot available
Fundersnot available
KeywordsCreativityKnowledge managementBusinessPsychologyProcess managementKnowledge sharingComputer scienceSocial psychology

Abstract

fetched live from OpenAlex

This study aims to examine the impact of the Personnel Creativity (PC) on Strategic Agility (SA) on the Sama Jordan for Food and Industrial Investments using Knowledge Sharing (KS) as a mediating variable. The study also examines the interrelationships between the constructs influencing SA. The study sample includes all the employees of the company of Sama Jordan for Food and Industrial Investments. In order to gather the required data, the study designs and distributes some questionnaire among different employees. Qualitative data is mainly collected to answer the research questions. Additionally, 76 valid surveys are used for data analysis and testing of hypotheses is performed by employing AMOS program. The results indicate that KM was the mediating variable on the relation between PC and SA. Overall, the proposed model helps the employees who work in the organization to increase our understanding on how these factors interact in order to create value to customers and develop future strategies to improve SA.

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 score0.219
Threshold uncertainty score0.473

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 studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.001
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 head0.031
GPT teacher head0.271
Teacher spread0.240 · 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