title: Studying the effect of clinical uncertainty on physicians' decision-making using ILIAD.
abstract: The influence of uncertainty on physicians' practice behavior is not well understood. In this research, ILIAD, a diagnostic expert system, has been used to study physicians' responses to uncertainty and how their responses affected clinical performance. The simulation mode of ILIAD was used to standardize the presentation and scoring of two cases to 46 residents in emergency medicine, internal medicine, family practice and transitional medicine at Methodist Hospital of Indiana. A questionnaire was used to collect additional data on how physicians respond to clinical uncertainty. A structural equation model was developed, estimated, and tested. The results indicate that stress that physicians experience in dealing with clinical uncertainty has a negative effect on their clinical performance. Moreover, the way that physicians respond to uncertainty has positive and negative effects on their performance. Open discussions with patients about clinical decisions and the use of practice guidelines improves performance. However, when the physician's clinical decisions are influenced by patient demands or their peers, their performance scores decline.
authors.affiliation: Purdue University, West Lafayette, IN 47907 USA.
authors.forename: J D
authors.initials: JD
authors.lastname: Anderson
authors.forename: S J
authors.initials: SJ
authors.lastname: Jay
authors.forename: H C
authors.initials: HC
authors.lastname: Weng
authors.forename: M M
authors.initials: MM
authors.lastname: Anderson
mesh_terms: D002983:Clinical Competence; D003198:Computer Simulation; D003657:Decision Making; D003936:Diagnosis, Computer-Assisted; D005103:Expert Systems; D005163:Factor Analysis, Statistical; D005260:Female; D006801:Humans; D007196:Indiana; D007396:Internship and Residency; D008297:Male; D010379:Peer Group; D010817:Physician-Patient Relations; D013315:Stress, Psychological; D011795:Surveys and Questionnaires; D013647:Task Performance and Analysis