In sum, we argue that formal outsourcing agreements with IT services firms can serve as a conduit for knowledge transmission. In turn, this transfer of knowledge will lead to gains in productivity for client firms due to the direct and การกระจาย effects of the knowledge-based capabilities that a vendor possesses, while the impact of IT knowledge will vary with a firm’s ability to absorb this knowledge captured in its IT intensity.