Title :
Using semantic search to reduce cognitive load in an electronic health record
Author :
Tawfik, A.A. ; Kochendorfer, K.M. ; Saparova, D. ; Al Ghenaimi, S. ; Moore, J.L.
Author_Institution :
Sch. of Inf. Sci. & Learning Technol., Univ. of Missouri, Columbia, MO, USA
Abstract :
As electronic health records (EHRs) become more prevalent in health care further research is needed to understand the efficacy within clinical contexts from a human-computer interaction viewpoint. Participants (N=10) were given two authentic scenarios that required users to search for patient information. In the first scenario, participants responded to a patient-specific information need as they normally would. In the second scenario, participants were given a semantic search tool that indexed terms within a patient EHR. Upon completion, participants were then asked questions in a semi-structured interview about current usage of the EHR. Statistically significant results revealed that participants were able to more efficiently navigate through an EHR in terms of time (semantic search M=140 vs. browsing M=239 seconds) and number of clicks (semantic search M=11 vs. browsing M=35). This study suggests that semantic search capabilities may be a good way to reduce cognitive load within clinical settings for similar patient-specific information needs.
Keywords :
cognitive systems; health care; human computer interaction; medical information systems; EHR; clinical contexts; cognitive load; electronic health record; health care; human-computer interaction; patient information; reduce cognitive load; semantic search; Accuracy; Informatics; Medical diagnostic imaging; Medical services; Navigation; Particle measurements; Semantics; cognitive informatics; information retrieval; medical information systems; search engines;
Conference_Titel :
e-Health Networking Applications and Services (Healthcom), 2011 13th IEEE International Conference on
Conference_Location :
Columbia, MO
Print_ISBN :
978-1-61284-695-8
Electronic_ISBN :
978-1-61284-696-5
DOI :
10.1109/HEALTH.2011.6026739