Paradox of the Active User

The Paradox of the Active User, identified by Carroll and Rosson (1987), refers to the observation that computer users systematically avoid investing time in learning more efficient tools or methods, even when doing so would yield significant long-term productivity gains. Users prefer to keep working with familiar methods rather than pausing tasks to learn a better approach (the "production paradox"), and they tend to apply existing knowledge patterns to new situations even when a different approach would be more effective (the "assimilation paradox"). This concept is directly relevant to assistive technology adoption: AT users often persist with familiar workarounds rather than adopting newer, more capable tools, and accessible interface designers must account for this barrier by embedding skill development within normal task performance rather than requiring separate training.