New tool helps radiologists study ordering patterns to reduce unnecessary tests
St. Michael's Hospital Feb 18, 2017
St. MichaelÂs Hospital plans to install a clinical decision support system in the hospitalÂs family practice clinics to study how to improve the appropriateness of imaging tests ordered by physicians.
Health–care providers across the country suspect a large number of MRIs and CTs ordered and performed in hospitals are unnecessary.
ÂUnnecessary tests also contribute to longer wait times and potentially decrease access for patients who need the tests urgently, said Kate MacGregor, the quality improvement and radiation protection manager in the Department of Medical Imaging. ÂUnnecessary tests can also potentially put patients health at risk. Some tests use ionizing radiation, so from that standpoint itÂs a public health problem.Â
The concept of the clinical decision support system is relatively simple. When ordering a test, clinicians will enter patient information into a computer, such as symptoms and relevant medical history. The software will then display whether the test should be ordered, or whether a different test would be more appropriate. The clinician will have the option to override the recommendation.
ÂWeÂll then be able to identify how often each clinician is overriding the system, and what types of cases they are overriding most often, said Dr. Bruce Gray, a radiologist and one of the project leads. ÂWhen we see theyÂve been overriding, we can ask, why is that? Maybe they have a legitimate reason for overriding it. We hope to make this a positive and engaging experience for the family practice physicians.Â
The tool is designed to be combined with the patientÂs electronic health records, with only a few clicks needed to determine whether a test is appropriate.
A number of hospitals throughout North America use similar software to determine whether an imaging test is appropriate. WhatÂs different about the St. MichaelÂs project is that it will be the first in Canada to use a clinical decision support tool embedded with appropriateness rules tailored for the Canadian context.
The system will also improve the ordering process for imaging tests for both patients and clinicians. Currently, the ordering of imaging tests is almost entirely paper–based and goes through a number of people and departments before an appointment is scheduled. The clinical decision support system will be added to the ordering process electronically to give the patient an appointment at the same time the test is ordered.
Dr. Gray said this increase in efficiency will be a main selling point for family physicians to use the system.
But before the group leading the project can assess the effectiveness of the clinical decision support tool, they first have to determine what the current ordering patterns are.
The team is using a natural language processing tool called Montage to understand these baseline ordering patterns and better evaluate the effectiveness of the clinical decision support system when itÂs installed in the spring.
Ultimately, the tool wonÂt reduce the cost to the system, but it will help ensure each dollar spent was an appropriate one, said Dr. Gray.
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Health–care providers across the country suspect a large number of MRIs and CTs ordered and performed in hospitals are unnecessary.
ÂUnnecessary tests also contribute to longer wait times and potentially decrease access for patients who need the tests urgently, said Kate MacGregor, the quality improvement and radiation protection manager in the Department of Medical Imaging. ÂUnnecessary tests can also potentially put patients health at risk. Some tests use ionizing radiation, so from that standpoint itÂs a public health problem.Â
The concept of the clinical decision support system is relatively simple. When ordering a test, clinicians will enter patient information into a computer, such as symptoms and relevant medical history. The software will then display whether the test should be ordered, or whether a different test would be more appropriate. The clinician will have the option to override the recommendation.
ÂWeÂll then be able to identify how often each clinician is overriding the system, and what types of cases they are overriding most often, said Dr. Bruce Gray, a radiologist and one of the project leads. ÂWhen we see theyÂve been overriding, we can ask, why is that? Maybe they have a legitimate reason for overriding it. We hope to make this a positive and engaging experience for the family practice physicians.Â
The tool is designed to be combined with the patientÂs electronic health records, with only a few clicks needed to determine whether a test is appropriate.
A number of hospitals throughout North America use similar software to determine whether an imaging test is appropriate. WhatÂs different about the St. MichaelÂs project is that it will be the first in Canada to use a clinical decision support tool embedded with appropriateness rules tailored for the Canadian context.
The system will also improve the ordering process for imaging tests for both patients and clinicians. Currently, the ordering of imaging tests is almost entirely paper–based and goes through a number of people and departments before an appointment is scheduled. The clinical decision support system will be added to the ordering process electronically to give the patient an appointment at the same time the test is ordered.
Dr. Gray said this increase in efficiency will be a main selling point for family physicians to use the system.
But before the group leading the project can assess the effectiveness of the clinical decision support tool, they first have to determine what the current ordering patterns are.
The team is using a natural language processing tool called Montage to understand these baseline ordering patterns and better evaluate the effectiveness of the clinical decision support system when itÂs installed in the spring.
Ultimately, the tool wonÂt reduce the cost to the system, but it will help ensure each dollar spent was an appropriate one, said Dr. Gray.
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