Related Experiment Video
Updated: Jan 5, 2026

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Implementation of Laboratory Review of Test Builds Within the Electronic Health Record Reduces Errors
Courtney Barry1, Tina Bocker Edmonston1, Snehal Gandhi1
1From the Departments of Information Technology (Ms Barry) and Pathology (Drs Edmonston and Bierl) and the Division of Medical Informatics & Care Delivery Innovation (Drs Gandhi, Ganti, and Kim), Cooper University Hospital, Camden, New Jersey. Dr Bierl is currently affiliated with the Central Laboratory and Phlebotomy Services at the Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, and the Department of Pathology and Laboratory Medicine at Perelman School of Medicine at the University of Pennsylvania, Philadelphia.
Context.—:
As electronic health records (EHRs) become more ubiquitous, physicians have come to expect that laboratory data from a variety of sources will be incorporated into the EHR in a structured format. The Clinical Laboratory Improvement Amendments have standards for data transmission traditionally met by pathologist review of their own hospital laboratory information system transmissions. However, with third-party laboratory data now being sent through external (nonhospital laboratory) interfaces, ownership of this review is less clear. Lack of an expert laboratory review process prior to changes being implemented can result in mapping and interfacing errors that could lead to misinterpretation and diagnostic errors.
Objective.—:
To determine the impact of retrospective and prospective laboratorian-assisted review on the volume of interface errors and new builds.
Design.—:
A seminal event led to a restructuring of the process for review of EHR laboratory builds, using laboratory expertise.
Results.—:
A review of 26 500 test result fields found 61 of 4282 (1.4%) unique codes that could have led to misinterpretation. These were corrected and a process for proactive review and maintenance by laboratory experts was implemented. This resulted in monthly decreases in outbound error message from 4270 to 1820 (57.4%), in new test builds from 586 to 274 (53.2%), and in new result builds from 1116 to 552 (50.5%).
Conclusions.—:
Regular review and maintenance of external laboratory test builds in EHRs by a laboratory review team reduces interface error messages and reduces the number of new builds required for results to file into the EHR.
More Related Videos
10:42Design to Implementation Study for Development and Patient Validation of Paper-Based Toehold Switch Diagnostics
Published on: June 17, 2022
04:58Reduced Procedure Time and Variability with Active Esophageal Cooling During Radiofrequency Ablation for Atrial Fibrillation
Published on: August 25, 2022
Related Concept Videos
Methods of Documentation VII: EMR
Purpose of Health Records I
Here's a breakdown of how health records serve these purposes:
Errors occurring during blood pressure monitoring
Several factors...
Guidelines and Strategies for Safe Computer Charting
Maintain Confidentiality and Security:
Systematic Error: Methodological and Sampling Errors
Sampling errors originate from improper sampling methods or the wrong sample population. These errors can be minimized by refining the sampling strategy. Defective instruments or faulty calibrations are the sources of instrumental...
Introduction to Documentation and Reporting
Nursing documentation records essential information and details regarding a patient's care and treatment in written or electronic form. It is a critical aspect of nursing practice that involves documenting assessments, interventions, outcomes, and other relevant details about a patient's health status.
Documentation maps the patient's health journey by creating a comprehensive...