This study examined the experiences of 59 novice end users with a multifile, full-text information retrieval system. A regression model was developed of the relative contributions of computer, system, and subject knowledge to search success as measured by user judgments of the relevance of retrieved documents. Results indicated all three variables play a role in search success. (20 references) (Author/MES)