Mediation of psychological contracts between Knowledge diversity, AI-driven climate, sustainability integration and innovative behavior: NCA Analysis

The Social Exchange Theory (SET) and the Job Demands-Resources integrated model are used to explore the effects of Individual Knowledge Diversity (IKD), AI-Driven Climate (AIC), and Perceived Sustainability Integration (PSI) on employee Innovative Behavior (IB), considering the mediating role of psychological contract breach (PCB). Data from 319 full-time employees from private and public sector organizations and complementary Partial Least Squares Structural Equation Modelling (PLS-SEM) and Necessary Condition Analysis (NCA) were used as study I and study II analyses. The PLS-SEM findings suggest that IKD and AIC are significant mandatory conditions for IB, and PCB acts as a significant mediator for IKD, AIC, PSI, and IB. While NCA complements that IKD and AIC are necessary conditions for employee IB. This study offers recommendations for management practices and outlines promising avenues for future research.

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SPIRE - Sciences Po Institutional REpository
Published
2024-08-16
Primary Topic
Impact of AI and Big Data on Business and Society
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article

Mediation of psychological contracts between Knowledge diversity, AI-driven climate, sustainability integration and innovative behavior: NCA Analysis

Ghulam Murtaza, Noor ul Ain, Mehwish Waheed
SPIRE - Sciences Po Institutional REpository
Impact of AI and Big Data on Business and Society
article

Mediation of psychological contracts between Knowledge diversity, AI-driven climate, sustainability integration and innovative behavior: NCA Analysis

Ghulam Murtaza, Noor ul Ain, Mehwish Waheed
article en

Abstract

The Social Exchange Theory (SET) and the Job Demands-Resources integrated model are used to explore the effects of Individual Knowledge Diversity (IKD), AI-Driven Climate (AIC), and Perceived Sustainability Integration (PSI) on employee Innovative Behavior (IB), considering the mediating role of psychological contract breach (PCB). Data from 319 full-time employees from private and public sector organizations and complementary Partial Least Squares Structural Equation Modelling (PLS-SEM) and Necessary Condition Analysis (NCA) were used as study I and study II analyses. The PLS-SEM findings suggest that IKD and AIC are significant mandatory conditions for IB, and PCB acts as a significant mediator for IKD, AIC, PSI, and IB. While NCA complements that IKD and AIC are necessary conditions for employee IB. This study offers recommendations for management practices and outlines promising avenues for future research.

SPIRE - Sciences Po Institutional REpository
Pôle Léonard de Vinci (FR), Kedge Business School (FR)
Climate action
Openalex Percentile: Top 84%
Impact of AI and Big Data on Business and Society
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Mediation of psychological contracts between Knowledge diversity, AI-driven climate, sustainability integration and innovative behavior: NCA Analysis — Ghulam Murtaza, Noor ul Ain, et al. · SPIRE - Sciences Po Institutional REpository (2024) | TGRS Research Map | TGRS