Topic: measurement philosophy

Attribution vs. Accountability: The Critical Difference

Attribution models are valuable for measuring influence but cannot establish true ownership or accountability, and over-reliance on them can erode executive trust by reducing marketing to a reporting function. These models are inherently limited, built on partial data and assumptions that obscure...