Our Data Quality Audit has been devised to assess the completeness and quality of the data submitted to the registry. This enables us to compare patient records for procedures recorded in local hospitals’ databases (e.g. Patient Administration Systems (PAS) to that in the registry, with the aim of investigating the accuracy of the number of joint replacement procedures submitted to the registry, compared to the number carried out.
The importance of the NJR Data Quality Audit is clear when considered in the context of our primary aims. To achieve those aims, there are two principal outcomes of interest to the NJR: revision surgery and mortality volumes.
The occurrence of revision surgery is often an indicator of either implant failure or poor surgical performance. This is determined by linking a primary joint replacement procedure to a subsequent procedure, which typically occurs a number of years later. Therefore, compliance with reporting revision surgical procedures is essential to estimate implant failure rates and the quality of surgical performance more accurately.
Mortality data is collected from Civil Registration data, which is obtained from NHS Digital, and linked to individual patient records within the registry. However, it is important to know that joint replacement is a very successful operation with a very low mortality rate and all surgeons and hospitals have outcomes in line with the expected range.
In FY2020/21, we began a national roll-out of a semi-automated data quality audit process, which enables units to check their data on a monthly, quarterly or annual basis. This has greatly reduced the number of mismatches that have to be checked each time the audit is run, and the pilot suggests this rapidly becomes part of the normal workflow.
We continue to reward hospitals with good data quality as part of our Data Quality Provider Awards Scheme. From FY2023/24, the criteria for the awards will change and we will be offering gold, silver and bronze awards for units who are able to demonstrate good processes to identify and capture NJR procedures, with the highest level of awards being attainable by units who can deliver 100% compliance rates. You can find out more about our award programme here.
To ensure that more historic data anomalies could be addressed in elbow surgery, we have continued working with the British Elbow and Shoulder Society (BESS) and the British Orthopaedic Trainees Association (BOTA) to complete a national manual audit of elbow joint replacement data. This involved surgical trainees reviewing patient records to identify and capture any cases that were seen to be missing from the registry.
This year, we launched a national data quality audit of shoulder procedures, working with BESS and using the same model as for the elbow audit, to improve the completeness of the dataset to ensure it can be used for outcomes analysis in the future. You can find out more about this here.
Following the release of MDSv8, we are able to extend the data quality audit programme to benchmark the new procedures captured by the NJR, including hip hemiarthroplasty, focal knee resurfacing and non-revision re-operations.