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Record W2471279837

The Impact of High Quality Relationship on Innovative Work Behavior of Employees through Psychological Wellbeing: A Case of Pharmaceutical Sector in Pakistan

2016· article· en· W2471279837 on OpenAlexvenueno aff
Ahmad Usman Shahid, Rizwan Qaiser Danish, Asad Afzal Humayon, Jawad Shahid, Ihtisham Munir

Bibliographic record

VenueJournal of Comparative International Management · 2016
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicBelt and Road Initiative
Canadian institutionsnot available
Fundersnot available
KeywordsSobel testMediationStructural equation modelingQuality (philosophy)Test (biology)Goodness of fitWork (physics)PsychologyMarketingBusinessSocial psychologySociologyStatisticsMathematicsEngineeringSocial science
DOInot available

Abstract

fetched live from OpenAlex

The impact of qualities and experiences of high quality relationship is of great value to the companies and field of human resource. Pakistan is facing critical situation regarding qualities and experiences of relationship of employees. Innovative work behavior of employees has not been studied in developing countries like Pakistan. In order to assist the business in pharmaceutical sector this study is aimed at investigating the effect of experiences and qualities of high quality relationship on innovative work behavior of employees. Pharmaceutical sector was considered for this study as this sector has significant contribution in Gross Domestic Product (GDP) of Pakistan. This research was quantitative in nature in which data was collected from managerial and non-managerial employees of pharmaceutical sector. Total 310 questionnaires were completely filled and entered in SPSS for analysis. Correlation analysis was performed in SPSS to show relationship between the variables. Model was tested through structural equation modeling in AMOS and goodness of fit indices were estimated using Hu and Bentler (2010) criteria and all the values were found to show good fit model. To test the mediation among variables through regression the SOBEL test was used as a supplemental test. All the direct and mediational hypotheses were accepted. The results reveal that the psychological wellbeing mediates the relationship between experiences, qualities of high quality relationship and innovative work behavior. Limitation of the study and managerial implications are also discussed along with guideline for future research.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.018
Threshold uncertainty score0.036

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0060.002
Scholarly communication0.0020.001
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.243
GPT teacher head0.472
Teacher spread0.229 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations1
Published2016
Admission routes1
Has abstractyes

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