Correlating electronic health record concepts with healthcare process events.

ABSTRACT:

Objective

To study the relation between electronic health record (EHR) variables and healthcare process events.

Materials and methods

Lagged linear correlation was calculated between five healthcare process events and 84 EHR variables (24 clinical laboratory values and 60 clinical concepts extracted from clinical notes) in a 24-year database. The EHR variables were clustered for each healthcare process event and interpreted.

Results

Laboratory tests tended to cluster together and note concepts tended to cluster together. Within each of those two classes, the variables clustered into clinically sensible groupings. The exact groupings varied from healthcare process event to event, with the largest differences occurring between inpatient events and outpatient events.

SUBMITTER: Hripcsak G 

PROVIDER: S-EPMC3861922 | biostudies-literature | 2013 Dec

REPOSITORIES: biostudies-literature