Curb cuts and automatic doors are a commonplace in the physical world as they provide access to our buildings for persons with disabilities. In the world of the web, millions of individuals have the legal right to rely on electronic curb cuts so they too can access the web. To this end, a new generation of information systems graduates must…

Researchers have more often examined whether students prefer using an e-textbook over a paper textbook or whether e-textbooks provide a better resource for learning than paper textbooks, but students' adoption of mark-up tools has remained relatively unexamined. Drawing on the concept of Innovation Diffusion Theory, we used educational data mining…