Firms spend billions of dollars on advertising every year but remain uncertain about allocation across various advertising vehicles. Allocation decisions are even more complex as online advertising has proliferated and consumers? media usage patterns have become more fragmented. To determine advertising effectiveness, the authors group firms? advertising vehicle choices into three theoretically…