Reports results of a study investigating effects of four user characteristics on users' mental models of information retrieval (IR) systems. Findings indicated that educational and professional status, academic background, and computer experience had significant effects in differentiating users on their factor scores. First language had a borderline effect. Implications for information science and IR system designs are suggested. (Author/AEF)