Summary of Statistical Methodology and Data Linkage
Data collected for analysis by the EPRD come from three separate sources:
Barcode scanning results are matched with the information from the eCRF. A plausibility test is run against the specifications of the Product Library to validate the implanted components. In the case of incomplete data, size or laterality mismatch, a warning is sent to the participating hospital.
Through routine billing documentation based on DRG clinical coding and OPS coding systems, insurance companies can provide clinical data for cross-referencing with and validating hospital acquired data. This ensures that the EPRD will be informed of any relevant revision procedure, amputation or death of the patient within this closed data system.
Using DRG codes, supplementary health data regarding relevant comorbidities are made available to the EPRD. This information is linked to the pseudonymized case data and conforms to EU data and privacy protection laws (General Data Protection Regulation (EU) 2016/679 [GDPR]). Linked supplementary health data enables substratification for relevant confounding factors, as is routinely performed in many of the long-standing national joint registries.
Coverage and Representation
For the year 2018, more than 300,000 hip and knee arthroplasty procedures have been reported to the EPRD from 716 independent institutions (for the year 2019 approximately 320,000 cases are expected in total). Included are bipolar hips, total hip replacements, partial/total knee replacements, and revision procedures.
At present, participation in the EPRD in Germany is voluntary.
To calculate the proportion of all hip and knee arthroplasty operations performed in Germany that are submitted to the EPRD for long-term analysis, data is provided by the independent quality assurance body Institute for Quality Assurance and Transparency in Healthcare (in short “IQTiG”).
The IQTiG confirms that 448,000 hip and knee arthroplasty operations were performed in German hospitals in 2018. Thus, when approximately 300,000 operations are submitted to the EPRD, a national coverage rate of some 67% (expected to rise to some 70% for 2019) is calculated.
EPRD participation is voluntary for clinics (individual surgeons cannot report individual data). Currently about 750 of the about 1,200 clinics performing hip and knee arthroplasties participate in EPRD case collection.
These clinics perform a disproportionately high share (82%) of all hip and knee primary and revision operations that are performed in Germany. That is to say, clinics that perform a higher than average number of arthroplasty operations are more likely to participate in the EPRD: hospitals with >500 hip & knee implant procedures per annum are overrepresented (>90% of this group take part) while hospitals with <100 surgeries per annum are underrepresented (<20% of this group take part).
Survival Analysis of Arthroplasty Components and “Completeness of Revision”
Survival analysis is essential to assessing the quality of hip and knee replacement surgery in Germany. Currently, the EPRD supplies follow-up data for up to four years from the date of the index operation. Due to the large volume of implants, trends are none-the-less discernible even in this early phase.
The collaboration between public health insurance companies and registry enables a closed system of observation for a subset of patients, ensuring the inclusion of data on patients who may otherwise have been revised at a German hospital not actively contributing to the EPRD. Following exclusion of inconsistent/incomplete data (e.g. mismatch of operating side between hospital and health insurance company data) approximately 40% of all data gathered by EPRD per year can be used for survival analysis.
Because of the linkage between health insurance and EPRD data, loss of follow up revision surgery is reduced to an absolute minimum for those patients who meet the inclusion criteria.
With the death of the patient or amputation of the affected lower limb the observational follow-up is concluded. Henceforth the case is considered “censored” and excluded from implant follow-up to avoid an underestimation of the revision rate.
In conclusion, the cross-validation process ensures high data quality with a closed system for completing revision surgery data for the studied subpopulation.
National German implant registry on the horizon
Towards the end of 2019, German parliament passed a law setting up a national German implant registry called Implantateregister Deutschland (in short “IRD”). The IRD is planned to start its nation wide data collection for hip and knee implants beginning of 2024. It is anticipated that all major medical implants will eventually be followed-up under the IRD within ten years. The existing structure of the EPRD has served as a blueprint for the comprehensive and compulsory IRD and will be subsumed within it. EPRD data transfer to the IRD is planned in 2025, thus enabling seamless continuity of follow-up of EPRD cases.
Participation in IRD will be mandatory for all parties involved in surgery. This means that all patients (without consent), hospitals, public and private health insurance companies, and manufacturers selling implants in Germany must comply with sharing data to the IRD. All arthroplasty products available on the German market will be profiled in the German IRD product library.
The German Ministry of Health (BMG) will be the responsible public body overseeing the IRD.