stated that the perceived attributes of an innovation are one of the important
factors in explaining the rate of adoption of an innovation. A large amount of the variance in the rate of adoption
of innovations, from 49 to 87 percent, is explained by five attributes: relative advantage, compatibility,
complexity, trialability, and observability (Rogers, 2003).