Related Experiment Video
Updated: Dec 28, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
A minimalist electronic health record-based intervention to reduce standing lab utilisation
Kuo-Kai Chin1, Amrita Krishnamurthy2, Talhah Zubair1
1Stanford University School of Medicine, Stanford, California, USA.
Requiring healthcare providers to set limits on lab tests reduced their use. This electronic health record (EHR) intervention decreased repetitive laboratory testing, a form of low-value care.
Area of Science:
- Health Informatics
- Clinical Laboratory Science
- Healthcare Management
Background:
- Repetitive laboratory testing in stable patients represents low-value care.
- Electronic health record (EHR)-based interventions can reduce unnecessary testing but may be overly restrictive.
Purpose of the Study:
- To assess the impact of a minimally restrictive EHR-based intervention on laboratory test utilization.
- To evaluate the effectiveness of provider-initiated order limits on laboratory test frequency.
Main Methods:
- A quasi-experimental study was conducted over one year before and after the intervention at a 600-bed tertiary care hospital.
- The intervention involved requiring providers to specify the number of times each laboratory test could be ordered, rather than allowing indefinite orders.
- Data were collected for 18,000 patients across General Medicine, General Surgery, and the Intensive Care Unit (ICU).
Main Results:
- Laboratory test utilization, measured as labs performed per patient day, decreased for several tests across all services.
- Specifically, complete blood count with differential utilization dropped by 9% (p<0.001) in General Medicine and 21% (p<0.001) in the ICU.
- The number of associated laboratory orders also decreased following the intervention.
Conclusions:
- Implementing a system that requires providers to specify the number of test occurrences can significantly reduce laboratory test utilization.
- This minimally restrictive EHR-based approach offers a viable strategy to curb low-value laboratory testing.
- Further research may explore the broader applicability and long-term effects of such interventions.
More Related Videos
Related Concept Videos
Methods of Documentation VII: EMR
Integrated Healthcare System
Purpose of Health Records II
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Methods of Documentation V: CBE
In CBE, healthcare professionals establish predefined standards of practice that define what constitutes...
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...

