LEVERAGE AI AND MACHINE LEARNING TO MODEL THE IMPACT OF ETHICAL LEADERSHIP ON FIRM PERFORMANCE
DOI:
https://doi.org/10.63056/sshrr.v3i2.126Keywords:
Artificial intelligence, Machine Learning, Leadership, Firm, OCBAbstract
Examining the link between EL and FP is the goal of this study. The study also explores how OCB mediates the link between EL and FP. The research also explores whether OJ moderate the link between EL and FP. In this study a sample of 100 Toyota company respondents are used. The findings of reliability indicate that the Cronbach alpha of the instrument used in this study is 0.93 which shows that the instrument used in this study is reliable. The findings show that EL is positively and significantly related to OCB. In addition, EL and FP has a positive association which is significant. The result further indicates that OCB has a significant positive impact on FP. Moreover, OJ has an insignificant negative impact on FP. Further, the interaction between EL and OJ show that OJ does not moderates the link between EL and FP. Hence, the mediation between EL and FP is justified; concluding that our hypothesis “The link between EL and FP is mediated by OCB” is accepted. A test was conducted and found partial mediation in the model. The link between EL and FP was discovered to be partially mediated by OCB.
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Copyright (c) 2025 Muhammad Tanveer Ahmad khan, Ayesha Mumtaz, Zakariya, Hafiza Anila Sajid, Uzma Bashir

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