Responses by 100 cancer outpatients to the 101-item MAPS were analyzed using item analysis to obtain measures of inter-item consistency and discriminability, as well as Cronbach’s alpha. These data were then used to select one item from each of the 30 101-MAPS clusters, thus ensuring that the hierarchical structure of the 101-MAPS dendrogram was preserved. In other, separate studies, two groups of experienced medical personnel (attending physicians, residents, and nurse practitioners) rated the relevance of each of the 101 MAPS items to the assessment of patients with (a) chronic low back pain (CLBP) and (b) irritable bowel syndrome (IBS). The 30 questions, one from each cluster, rated as most relevant were selected for the shorter questionnaires. Of the 30 items selected for the assessment of the patients with CLBP, there was agreement with the cancer patients on 10 of 17 items (59%) in the Somatosensory Pain supercluster, 5 of 8 items (63%) in the Emotional Pain supercluster, and 1 of 5 items (20%) in the Well-being supercluster. Of the 30 items selected for the assessment of the patients with IBS, there was agreement with the cancer patients on 11 of 17 questions (65%) in the Somatosensory Pain supercluster, 1 of 8 items (12%) in the Emotional Pain supercluster, and 4 of 5 (80%) of the items in the Well-being supercluster. Comparison of questions selected for short forms for patients with CLBP and IBS demonstrated agreement on 13 of 17 items (76%) in the Somatosensory Pain supercluster, 6 of 8 items (75%) in the Emotional Pain Supercluster and with none of the 5 items (0%) in the Well-being supercluster. Because different questionnaire items are important to different groups of patients, short questionnaires must be tailored to the specific patient population that is being assessed.