Figure 1.
A framework links A I adoption to sustainable development through collaborative partnerships, employee empowerment, and motivation for protection, influenced by cultural context and regulatory framework.The framework illustrates the role of A I adoption in achieving sustainable development. A I adoption directly contributes to sustainable development and indirectly through three mediating factors: collaborative partnerships, employee empowerment, and motivation for protection. Each of these factors is shown to strengthen the pathway between A I adoption and sustainable development. Additionally, cultural context and regulatory framework act as influencing conditions on A I adoption, suggesting that societal and legal settings determine the effectiveness of its impact on sustainability outcomes.

Conceptual framework of the study

Source: Authors’ own creation

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