3.4 Limitations Despite significant advantages that controlled experiments provide in terms of causality, they do have limitations that need to be understood. Some, which are noted in the Psychology literature are not relevant to the web (1 pp. 252-262; 17), but some limitations we encountered are certainly worth noting. d