Evaluation of multidisciplinary collaboration in pediatric trauma care using EHR data.

ABSTRACT:

Objectives

The study sought to identify collaborative electronic health record (EHR) usage patterns for pediatric trauma patients and determine how the usage patterns are related to patient outcomes.

Materials and methods

A process mining-based network analysis was applied to EHR metadata and trauma registry data for a cohort of pediatric trauma patients with minor injuries at a Level I pediatric trauma center. The EHR metadata were processed into an event log that was segmented based on gaps in the temporal continuity of events. A usage pattern was constructed for each encounter by creating edges among functional roles that were captured within the same event log segment. These patterns were classified into groups using graph kernel and unsupervised spectral clustering meth

SUBMITTER: Durojaiye AB 

PROVIDER: S-EPMC6515526 | biostudies-literature | 2019 Jun

REPOSITORIES: biostudies-literature