Using Electronic Health Data to Deliver an Adaptive Online Learning Solution to Emergency Trainees: Mixed Methods Pilot Study.

ABSTRACT:

Background

Electronic medical records (EMRs) are a potentially rich source of information on an individual's health care providers' clinical activities. These data provide an opportunity to tailor web-based learning for health care providers to align closely with their practice. There is increasing interest in the use of EMR data to understand performance and support continuous and targeted education for health care providers.

Objective

This study aims to understand the feasibility and acceptability of harnessing EMR data to adaptively deliver a web-based learning program to early-career physicians.

Methods

The intervention consisted of a microlearning program where content was adaptively delivered using an algorithm input with EMR data. The microlearning program cont

SUBMITTER: Janssen A 

PROVIDER: S-EPMC12711133 | biostudies-literature | 2025 Dec

REPOSITORIES: biostudies-literature