Linking Top Management Support and IT Infrastructure with Organizational Performance: Mediating Role of Knowledge Application
Why this work is in the frame
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Bibliographic record
Abstract
The current study is conducted with the objective to measure the influence of top management support and IT infrastructure on knowledge application and the effects of knowledge application on organizational performance. Moreover, the mediating effects of knowledge application between the relationship of management support and IT infrastructure with organizational performance have also been investigated. Data has been collected from branch managers, operation management and other key position holders from different branches of all local private, local nationalized and foreign banks working in Pakistan. As per findings, both management support and IT infrastructure has positive and significant effect on knowledge application and also knowledge application has positive significant impact on organizational performance. Moreover, knowledge application has significant mediating role between the relationship of management support and IT infrastructure and organizational performance. The study is concluded with the implications, limitations and future area of this topic to be explored in future. Key words: Top Management Support; IT infrastructure; Knowledge Application; Organizational Performance; Banking Sector; Pakistan Resume La presente etude est menee avec l’objectif de mesurer l’influence du soutien des cadres superieurs et d’infrastructure TI sur l’application des connaissances et les effets de l’application des connaissances sur la performance organisationnelle. En outre, les effets mediateurs de l’application des connaissances entre la relation de soutien a la gestion et l’infrastructure informatique avec la performance organisationnelle ont egalement ete etudies. Les donnees ont ete recueillies aupres de directeurs de succursales, la gestion des operations et autres titulaires de postes cles de differentes branches de tous les locaux prives, les collectivites locales des banques nationalisees et etrangers qui travaillent au Pakistan. Comme les conclusions, le soutien par la gestion a la fois une infrastructure informatique et a un effet positif et significatif sur l’application des connaissances et aussi l’application des connaissances a des effets positifs impact significatif sur la performance organisationnelle. En outre, l’application des connaissances a significative role de mediateur entre la relation de soutien a la gestion et l’infrastructure informatique et de la performance organisationnelle. L’etude est conclu avec les implications, les limites et la region de l’avenir de ce theme a explorer a l’avenir. Mot-cle: Soutien a la gestion Haut; l’infrastructure informatique; Application des connaissances; la performance organisationnelle; le secteur bancaire; le Pakistan
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it