Developments
 

Developments

Data Quality Audit Programme

Our NJR Data Quality Audit programme 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 2020/21, we began a national roll-out of a semi-automated data quality audit process, which enables units to check their data on a monthly or quarterly 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. This roll-out is underway for hip, knee, elbow, ankle and shoulder data and all hospitals have now completed an audit of their 2018/19 and 2019/20 data, and many hospitals have started auditing their 2020/21 data. If you work for a hospital that has not yet signed up for the programme, please contact enquiries@njrcentre.org.uk or see further information on the NJR website.

We continue to reward hospitals with good data quality as part of our Data Quality Provider Awards scheme. From 2023/24, 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 systems to identify and capture NJR procedures, with the highest level of awards being attainable by units who can deliver 100% compliance rates.

To ensure that more historic data anomalies could be addressed in elbow surgery, we worked with the British Elbow and Shoulder Society (BESS) and the British Orthopaedic Trainees Association (BOTA) to carry out 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. 

We also carried out an audit this year looking at missing components in dual mobility hip replacement procedures. This involved the participation of 178 hospitals, who worked with us, retrospectively examining their records of these procedures and identifying missing components. Consequently, the number of invalid constructs in dual mobility hip procedures has substantially reduced from 1,553 to now only 132. 

Similar spotlight data quality improvement exercises using this methodology are being planned, with a further project to identify and correct invalid constructs in shoulder procedures likely to take place later in 2022/23.