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Record W3193877193 · doi:10.1108/jic-11-2020-0362

Team reflexivity, individual intellectual capital and employee innovative behavior: a multilevel moderated mediation

2021· article· en· W3193877193 on OpenAlexaff
Zhining Wang, Tao Cui, Shaohan Cai, Shuang Ren

Bibliographic record

VenueJournal of Intellectual Capital · 2021
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInnovation and Knowledge Management
Canadian institutionsCarleton University
Fundersnot available
KeywordsReflexivityMediationOriginalityPsychologyIntellectual capitalExperiential learningModerated mediationValue (mathematics)Public relationsKnowledge managementSocial psychologySociologyPolitical sciencePedagogy

Abstract

fetched live from OpenAlex

Purpose Based on experiential learning theory (ELT), this study explores the cross-level effect of team reflexivity on employee innovative behavior. The authors especially focus on the mediating effect of individual intellectual capital (IIC) and the moderating effect of empowering leadership on the relationship between the two constructs. Design/methodology/approach This study collects data from 76 work units, which include 362 employees and their direct supervisors. A cross-level moderated mediation model was tested by using multilevel path analysis. Findings The results show that team reflexivity significantly contributes to employee innovative behavior. IIC mediates the above relationship. Empowering leadership not only positively moderates the relationship between team reflexivity and IIC but also reinforces the linkage of team reflexivity → IIC → employee innovative behavior. Practical implications The study suggests that organizations should invest more in promoting team reflexivity and empowering leadership in the workplace. Furthermore, managers should make members aware of the importance of IIC for employee innovative behavior. They need to make efforts to enhance IIC via internal communication channels or open discussions, which facilitate IIC and employee innovative behavior. Originality/value This research tests the relationship between team reflexivity and employee innovative behavior and identifies IIC as a key mediator that links team reflexivity to employee innovative behavior. It also highlights the moderating role of empowering leadership in the process.

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)0.008
metaresearch head score (Gemma)0.028
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 score0.008
Threshold uncertainty score0.041

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.028
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0010.001
Science and technology studies0.0020.002
Scholarly communication0.0030.002
Open science0.0020.005
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0080.000

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 head0.046
GPT teacher head0.285
Teacher spread0.239 · 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".

Quick stats

Citations24
Published2021
Admission routes1
Has abstractyes

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