Abstract : This paper describes how psychological research can contribute to the requirements engineering, the design and usefulness of a Diagnostic Decision Support System (DDSS) intended to support pediatric residents' diagnostic decisions. Research on cognitive biases in Bayesian decision tasks is discussed. The design of the DDSS is briefly outlined, and a formative usefulness test is reported. Under the assumption that a particular cognitive bias could be overcome by showing it to participants, pediatric residents were given a set of Bayesian decision tasks. One half was given an opportunity to interact with NeoPeDDS and the other half was not. Results showed that NeoPedDDS usage improved the accuracy of the diagnostic decisions, but that formal training in Bayesian statistics appears to be necessary for residents to evaluate ambiguous information in a normatively correct manner.
Peter Forbrig; Fabio Paternó; Annelise Mark Pejtersen. Second IFIP TC 13 Symposium on Human-Computer Interaction (HCIS)/ Held as Part of World Computer Congress (WCC), Sep 2010, Brisbane, Australia. Springer, IFIP Advances in Information and Communication Technology, AICT-332, pp.15-25, 2010, Human-Computer Interaction. 〈10.1007/978-3-642-15231-3_3〉
https://hal.inria.fr/hal-01055464
Contributeur : Hal Ifip
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Soumis le : mercredi 13 août 2014 - 09:27:17
Dernière modification le : vendredi 11 août 2017 - 11:19:53
Document(s) archivé(s) le : mercredi 26 novembre 2014 - 23:30:55
Gitte Lindgaard, Janette Folkens, Catherine Pyper, Monique Frize, Robin Walker. Contributions of Psychology to the Design of Diagnostic Decision Support Systems. Peter Forbrig; Fabio Paternó; Annelise Mark Pejtersen. Second IFIP TC 13 Symposium on Human-Computer Interaction (HCIS)/ Held as Part of World Computer Congress (WCC), Sep 2010, Brisbane, Australia. Springer, IFIP Advances in Information and Communication Technology, AICT-332, pp.15-25, 2010, Human-Computer Interaction. 〈10.1007/978-3-642-15231-3_3〉. 〈hal-01055464〉
