Authors
![](data:image/png;base64,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)
Prof. David A. Koff
Associate Professor and Chair, Department of Radiology,
McMaster University, Radiologist-in-Chief, Diagnostic Imaging,
Hamilton Health Sciences
HealthManagement Editorial Board member
[email protected]
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)
Dr.Nadine Koff
President and co-founder
Real Time Medical
Toronto, Ontario, Canada
“peer review must be an educational and non punitive experience leading to overall improved delivery of care”
Key Points:
- A number of high profile radiologists’ reviews in Canada have shaken the public’s trust in radiology.
- The need for peer review solutions is obvious in order to protect patients and radiologists alike
- Retrospective and more recently prospective peer review solutions are implemented.
Incorrect interpretation of studies is the leading cause of malpractice lawsuits against radiologists. Regulators expect a definition of acceptable levels of performance amongst radiologists even if there is no enforceable consensus on any admissible error rate that could be used.
Over the past few years, Canada has been swept by a wave of highly publicised reviews of radiologists, from New Brunswick to British Columbia (BC), through Quebec and Saskatchewan. These affairs have made the front page of the national newspapers, and could be followed on all major audiovisual media. Triggered by hospital chiefs of staff or regional health authorities, to which erroneous radiology reports have been notified, extensive reviews have been undertaken, with tens of thousands of cases submitted to a second reading. In some cases, the reviews found high rates of misses, up to 30% of CTs for one radiologist on the West Coast, but in other cases, the rates of misses were very low.
This is of course a devastating experience for the radiologists incriminated, sometimes for very few misses, leading to shameful ends of careers or at best early retirements. But even if these reviews have been going on for several years, there has been very little action taken by the radiology community to remedy this situation. The need for peer review solutions became obvious in order to protect patients and radiologists alike.
The Cochrane Report
After an infamous review of thousands of CTs in British Columbia, which found an exceptionally high amount of errors, the BC Minister of Health Services requested in February 2011 an independent two-part investigation into the quality of diagnostic imaging, and asked Dr. Doug Cochrane, Provincial Patient Safety and Quality Officer, to lead this review. The first part of the report centred on the credentials and individual experience of the radiologists involved. The second part of the report provided a description of the events, a review of quality assurance and peer review of medical imaging, a review of physicians’ licensing and credentialling, and issued 35 recommendations (Cochrane 2011). Among the recommendations pertaining to the provision of diagnostic imaging services, six were specific to Quality Assurance and Peer Review in diagnostic imaging (recommendations numbers 15 to 20) (see Table 1).
Table 1. Cochrane Report Recommendations
The Cochrane report recommended, inter alia:
- That the health authorities and College develop a comprehensive and standardised retrospective peer review process that can be used in the regional health system or the private facilities;
- That the Provincial Medical Imaging Advisory Committee establish a provincial management system to oversee diagnostic imaging retrospective peer review processes in BC;
- That each health authority needs to establish a Diagnostic Imaging Quality Assurance Committee to provide oversight for diagnostic imaging services provided by the health authority;
- That the British Columbia Radiology Society (BCRS) needs to establish a teaching library of images reflecting difficult interpretations and common errors;
- That the BCRS, the Canadian Association of Radiologists (CAR) and the Royal College establish modality specific performance benchmarks for diagnostic radiologists that can be used in concurrent peer review monitoring.
Source: Cochrane 2011, recommendations 15-20.
The Canadian Association of Radiologists Guidelines
The recent cases have raised awareness among radiologists that they have to engage actively in quality control, in order to avoid situations where large-scale reviews are mandated by local or regional authorities.
The Canadian Association of Radiologists published a white paper in September 2011 to outline the requirements for peer review processes and suggest ways to integrate it into practice (Canadian Association of Radiologists 2011). This white paper came with a number of recommendations (see Table 1).
Table 1. Recommendations for Peer Review (Canadian Association of Radiologists 2011)
That the peer review process:
- reveals opportunities for quality improvement;
- helps improve individual outcomes;
- is a fair, unbiased, and consistent process;
- allow trends to be identified;
- must employ random selection of cases broadly representing the work done in a department;
- ensures the opinions of both the reviewers and the radiologists being reviewed are recorded;
- has minimal effect on workflow;
- allows easy participation;
- includes a reactive or proactive double reading with two physicians interpreting the same study;
- examinations must be representative of each physician’s specialty;
- must allow assessment of the agreement of the original report with subsequent review (or surgical or pathology findings);
- must use an approved classification of peer review findings with regard to level of quality concern;
- must have policies and procedures for action to be taken on significantly discrepant peer review findings for quality outcomes improvement.
Retrospective Peer Review. RADPEER™
Very few sites were using RADPEER™, the quality control solution developed by the American College of Radiology. One of our groups in Hamilton was among the first adopters in Canada.
The way RADPEER™ functions is to allow the capture of discrepancies in previous reports when available, while reporting the current case (American College of Radiology). Errors are rated on a scale from 1 to 4, where 1 is easily missed and 4 is obvious and should not have been missed; from 2 and above, there are 2 categories: (a) means no impact on patient management, (b) means that the miss may have created a risk to the patient.
But retrospective peer review solutions have limitations, the main one being its impact on patient care. With RADPEER™, the radiologist will randomly review the report of a previous exam when he/she reads a current exam. But this means that there must be a previous, and that this previous is usually old, more than six months, even up to two years, when it will be too late to take any corrective action. Then the radiology department will have to inform the referring physician and the patient that a mistake has been made, which of course is a disaster in case of malignancy, without taking into account all the legal implications which can arise.
Moreover, what happens if a case performed a few months ago had a wrong interpretation, but there has been no follow-up? Then this case will never be reviewed, with the potential consequences of a miss for the patient. Similarly, new patients, in particular emergency patients, will not see their images reviewed.
RADPEER™ was resented as punitive and not as the learning experience it should be, and radiologists had the feeling, sometimes justified, that the data could be used against them.
Prospective Peer Review
Many institutions across North America consider that the RADPEER™ model, which was a game changer when introduced 14 years ago, does not answer to their needs anymore, and that we should move away from retrospective peer review and rather adopt prospective peer review.
What is a prospective peer review? It is a review done by a peer before the report is finalised and sent to the referring physician, just in time for the radiologist to correct any misdiagnosis which could be relevant to patient care.
The benefits of a prospective peer review solution are multiple. With a configurable rate of sampling, the review is fully integrated in the workflow. Exams will be reviewed anonymously before the report is distributed on the network, by a radiologist of the same specialty, but based at another hospital. If the reviewer disagrees with the original radiologist, he/she will communicate his/her impression to the first radiologist, asking that he/she amends the report. If the two radiologists disagree, then the case will go to arbitration, which may defer the time the final report is released. Of course, turnaround time needs to be faster for emergency cases, which may sometimes be impractical, but not impossible, if the routing system is given the appropriate configuration. Overall, a prospective peer review solution does not impact productivity more than a retrospective system.
Anonymisation is important to eliminate bias and allow emotional separation between reporter and reviewer. However, it may sometimes be difficult to anonymise the patient information, as the name is incrusted in the ultrasound images or can be seen on the requisition, and the style of the reporting radiologist may be easily identified.
What is the Current Status?
After going from review to review, growing concerns in the population and loss of trust in the quality of radiologists (when it should be the reverse), what is the situation in Canada and how did we address the crisis?
-British Columbia, two years after the review, has selected a province-wide software solution, but is struggling with major IT issues and lack of standardisation, resulting in only one of the six health authorities having a working solution.
-Alberta has just issued a RFP (Request For Proposal) for a province-wide retrospective peer-review solution based on the Cochrane recommendations, and including teaching files to display difficult interpretations and common errors.
-SaskatchewanandManitoba have no provincial strategy at the moment, even if it is on the radar. Alberta, Saskatchewan and Manitoba run single province-wide PACS, which should facilitate implementation.
-Ontario has just created a committee, at the initiative of the Ministry of Health, to look at a Provincial solution; with multiple different regional networks which are not integrated and do not communicate, it probably will not be an easy task.
-Quebec has not published a provincial strategy at the moment.
-Nova Scotia has identified peer review as a priority, but has not implemented a solution yet.
-Newfoundland is also on hold, even if a provider has already been identified.
The McMaster Approach
For us, at McMaster University, Hamilton, Ontario, we have implemented a prospective pre-report finalisation quality assurance solution (Koff et al. 2012) deployed across our four hospitals, and running on two different PACS (Picture Archiving and Communication System) and two different RIS (Radiology Information System), with ultimately a goal to make it available through our Local Health Integration Network (LHIN), which includes all hospitals in our region. Our solution is embedded in the workflow and fully automated. Radiologists from one site are reviewed by radiologists from other sites to maintain anonymisation and create emotional separation. The process takes into consideration individual subspecialties, and matches automatically readers and reviewers. It has been met with enthusiasm by all our radiologists, even the ones who were reluctant a few years ago.
Conclusion
A wave of highly publicised reviews of radiologists has triggered a swift reaction at the government level, with large-scale investigations. Although shocked, the radiology community has been slow to react, but has now understood the need to invest in peer review processes, even if at a cost of decreased productivity. The Canadian Association of Radiologists has issued guidelines for peer review available on its website, making suggestions but not imposing any definite system. Prospective peer review appears to be a better option than retrospective peer review in the interest of the patients we serve, as it allows detection of misses and errors before they are communicated. Peer review must be an educational and non punitive experience leading to overall improved delivery of care.