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Corresponding author. Department of Vascular Surgery, University of Helsinki, Helsinki University Central Hospital, PO Box 440, FI00029 HUS, Helsinki, Finland.
International comparison of registry data within vascular surgery has previously been published by Vascunet. One of the limitations of such comparisons is data validity and completeness, and meaningful interpretation of differences between countries can only be made if the data are robust within each of the countries studied. The Vascunet collaboration has therefore embarked on a validation exercise of international vascular registry data.
Methods
Five out of 20 hospitals performing vascular surgery in Sweden were visited by two international validators. Independent evaluation of the procedures of carotid endarterectomy and infrarenal abdominal aortic aneurysm repair was performed, and local hospital administrative data were compared with Swedvasc registry data. External validation compared the numbers of cases in these two systems of data collection and internal validation compared data accuracy and completeness within individual patient records.
Results
Hospital records identified 335 carotid and 393 abdominal aortic aneurysm (AAA) procedures, whereas Swedvasc identified 331 carotid and 359 AAAs. Nine carotid procedures and 64 AAA procedures were found in hospital administrative data but not in Swedvasc, and 14 carotids and 30 AAAs were found in Swedvasc but not in hospital data. External validity was 100% (95% CI 98.8–100%) for carotids and 98.8% (95% CI 96.9–99.5%) for AAAs. In internal validation, 0.8% of variables were missing in hospital data compared with Swedvasc and 4.2% were missing in Swedvasc compared with hospital data. Data contained within the data fields of Swedvasc and hospital data were the same in 97.4% (95% CI 96.3–98.3%) for carotids and 96.2% (CI 94.9–97.2%) for AAAs.
Conclusion
This study has provided a template for international validation of registry data and has demonstrated that Swedvasc is a highly accurate system of data collection for Swedish vascular surgery.
In vascular surgery, large registry studies have an important role in quality control and as a source of patients in scientific reports. Registry based studies describe the outcome in true practice in non-selected patients. The key issue, however, is the validity of the registries. The Vascunet collaboration group has started the validation of the participating registries. This study reports the results of the validation of the Swedish vascular registry made by two independent validators. The validators visited five Swedish hospitals, which perform more than one third of all vascular procedures in Sweden.
Introduction
Vascunet is an international collaboration set up to compare practice between countries for common vascular interventions. Data analysis, using national and regional registry data, has been undertaken for infrarenal abdominal aortic aneurysm (AAA) repair, carotid endarterectomy, infrainguinal bypass, and popliteal aneurysm intervention, and these comparisons of practice have been previously published.
Variation in clinical practice in carotid surgery in nine countries 2005–2010. Lessons from VASCUNET and recommendations for the future of national clinical audit.
These analyses have revealed differences in practices and outcomes between countries but have also highlighted that the extent and quality of data collection vary considerably. Therefore, a persistent concern surrounding this type of registry data comparison, from both within the Vascunet committee and from peer reviewers, is that validation of the data is insufficient.
International audit also poses a particular problem with regard to how representative the data of the population within the country from which they are derived are. It is quite possible for large numbers of patients to be submitted but for this to only be a small proportion of the total number of cases performed. It is therefore important to examine not only the quality of data with respect to accurate recording of clinical information but also to examine the completeness of the data. The latter includes how well individual data fields are completed but also whether all patients treated are included. Two validation questions are therefore important when assessing registry data: (1) Are all the cases recorded in the registry, and (2) Are the recorded data accurate? External validation in the current study answers the first question and internal validation answers the second.
In response to these concerns Vascunet has now embarked on a system of validation of national data, and is committed to improving registry data in order to allow meaningful international comparison of data, thereby enabling improvement of outcomes from vascular intervention. Hungary was the first country to be validated and the results of this validation have been published.
The processes used in this initial validation formed the basis for developing a template for use in subsequent validations. The second country to be validated was Sweden and this report details the findings of that validation.
Swedvasc registry
A group of enthusiastic vascular surgeons first started the registry in 1986, and by 1991 most of the population of Sweden was covered. The registry has been developed and refined year on year, now reporting on more than 220,000 procedures. The registry reports annually, based on figures submitted by individual vascular centres throughout Sweden (current population 9,636,741). It is not compulsory to enter data into the registry in the legal sense. There has been, however, a strong competitive tradition ever since the registry was founded in 1987, with publication of centre specific external and internal validation results. Centres with near 100% registration have been highlighted and given credit, and those with inferior results have also been highlighted, which often has resulted in improved results the following year. After almost 30 years of improving validity, the Swedvasc team reports that this improves results. Swedvasc has never published surgeon specific outcomes. The Swedvasc view is that the surgeon specific results belong to the individual centres. In their opinion only the individual centres know who operates on the most difficult cases, and if a surgeon needs to improve her/his results, or be removed from practice. The registry only evaluates the performance of the centres, and these have been published openly on the website since 1997.
The local hospitals are responsible for data collection and entry, without financial help from the central level. This is a natural part of the work, as natural as writing the history of the operation in the case record. The larger units often have research nurses or secretaries doing part of the registration, and certainly checking and reminding. Recently, Swedvasc has employed regional part time nurses who help in reminding about incomplete registration, etc., which is financed by central money.
Methods
The validation of the Swedvasc registry was performed by two independent validators (T.L., M.V.), who visited five of the 31 hospitals in Swedvasc during two visits to Sweden. The five hospitals cover 36% (342/948) of the carotid artery procedures performed for stroke prevention and reported to the Swedvasc during 2012 and 28% (357/1269) of the AAA procedures. The hospitals were picked randomly but in such a way that allowed the five hospitals to be visited on the two site visits. The hospitals included in the first visit in January 2014 were Uppsala University Hospital (Hospital 1) (T.L. and M.V.), Vasterås Hospital (Hospital 2) (T.L.), and Södersjukhuset in Stockholm (Hospital 3) (M.V.). Visits to Skåne University Hospital in Malmö (Hospital 4) (M.V.) and Helsingborg Hospital (Hospital 5) (T.L.) took place in April 2014. Both external validation and internal validation (described below) were performed in each hospital: 95% confidence intervals were calculated for external validity of all data, and internal validity in each hospital as well as total data.
In Swedvasc, procedures are registered in seven different modules: carotid artery procedures (for stroke prevention), infrarenal abdominal aortic aneurysm disease, other aortic disease (juxta/suprarenal, thoracic, and thoraco-abdominal), infrainguinal occlusive disease (including popliteal artery aneurysms), miscellaneous other arterial procedures, miscellaneous other venous procedures and re-operations. Shortly beforehand the validators had informed the hospitals that procedures registered to the modules for AAA and carotid stenosis performed during the calendar year 2012 would be retrospectively reviewed, so that hospital administrative data would be obtained before the site visit for external validation to be performed.
External validation
In external validation the comprehensiveness of the Swedvasc data was evaluated by comparing patients and procedures in Swedvasc with hospital administrative data. The hospital administration provided the information on the hospital registry data of all the procedures performed for AAA and carotid artery stenosis between January 1, 2012, and December 31, 2012. Data included operation codes, operation date, and the patient's identity code.
The Swedvasc data were provided by the national representative of the Swedvasc registry (Thomas Troëng). All the procedures that were registered to the carotid module and infrarenal aortic module that were performed during the period January 1, 2012, to December 31, 2012, including the patient's identity code, were selected.
The external validation was performed by crosslinking the identity codes including operation date between hospital data and Swedvasc data on the AAA and carotid procedures. Thereafter, all the cases that were in hospital records but not in Swedvasc data were checked one by one using both Swedvasc and hospital case records. Similarly, all the cases that were found in the Swedvasc registry but that were missing from the Hospital records were reviewed.
Internal validation
Internal validation was performed by comparing the data held in individual data fields in the Swedvasc registry with data in patients' case histories in a random sample of patients chosen by the validators. Fifteen data fields in the carotid cases and 13 in AAA cases were checked (Table 1). In each hospital, the validators aimed to evaluate 20 aortic and 15 carotid cases, although in practice due to time constraints on the day this number could not be achieved in all hospitals visited. This comparison was done manually by interrogating the electronic case histories with Swedvasc data that was also available electronically.
Table 1Data fields compared for internal validation.
Carotid endarterectomy
Infrarenal abdominal aortic aneurysm
Sex
Sex
Age
Age
Side
Smoking
Smoking
Diabetes
Diabetes
Aortic abdominal aneurysm diameter
Indication
Operation type
Degree of stenosis
Ruptured/non-ruptured
Type of surgery
Planned/unplanned
Use of shunt
Blood loss
Use of patch
Post-operative coronary event
Post-operative cranial nerve injury
Renal failure
Post-operative acute coronary syndrome
Limb ischaemia
Post-operative transient ischaemic attack
Conversion of endovascular aneurysm repair to open
The data search from the hospital registries of the five hospitals revealed 335 carotid and 393 AAA procedures performed during 2012. The corresponding figures from the Swedvasc registry were 331 carotid and 359 AAA procedures. After crosslinkage of the identity codes, nine carotid procedures and 64 AAA procedures were initially found from hospital records but not from the Swedvasc registry. Fourteen carotid procedures and 30 AAA procedures were found in the Swedvasc registry but were not in the data extracted from the hospital administrative data. After review of the individual case records and Swedvasc records of these missing cases, however, further matching of cases was performed, and following this there were no carotid procedures and four AAA procedures missing from the Swedvasc registry resulting in 100% external validity in carotid surgery and 99% external validity in AAA procedures (Table 2). In addition there was one thoraco-abdominal aortic aneurysm (TAAA) case that appeared in hospital records and should have been registered to the TAAA module but was missing from Swedvasc. The most common reason (n = 58) for the procedure not appearing in the Swedvasc data search was that it had been registered to a different module in the registry; most commonly they had been correctly registered to a re-operation module or, in the case of AAA, to the TAAA module (Table 3). The external validity in the five hospitals is presented in the Table 2.
Table 2The external validity in the five hospitals.
Number of hospital
1
2
3
5
4
Total
Carotid
Procedures in hospital data
31
35
118
32
119
335
Procedures in Swedvasc
35
35
117
31
113
331
Procedures in Swedvasc but not in local data
4
0
9
1
0
14
Procedures in local data but not in Swedvasc
0
0
1
2
6
9
Procedures common in local data and Swedvasc
31
35
117
30
113
326
True number of missing cases from Swedvasc
0
0
0
0
0
0
True number of missing cases from hospital records
0
0
3
0
0
3
External validity of Swedvasc (%)
100
100
100
100
100
100% (95% CI 98.8–100%)
AAA
Procedures in hospital data
49
48
98
53
145
393
Procedures in Swedvasc
51
45
91
51
121
359
Procedures in Swedvasc but not in local data
13
3
8
3
3
30
Procedures in local data but not in Swedvasc
11
6
15
5
27
64
Procedures common in local data and Swedvasc
38
42
83
48
117
328
True number of missing cases from Swedvasc
0
0
2
1
1
4
True number of missing cases from hospital records
Table 3The reasons why patients were in hospital records but not found in Swedvasc (A) and the reasons why they were not found from hospital records but they were in Swedvasc (B).
A
Carotid
AAA
True missing cases from the Swedvasc
4
Patient recorded to another module
7
58
Patient operated in 2011, left hospital 2012
1
2
Patient was incorrectly recorded twice in hospital records
1
B
Carotid
AAA
True missing cases from the hospital records
3
2
No reason why the data search did not pick up the patient
6
13
The code was not in the searching list
4
2
Incorrect code in hospital records but correct in Swedvasc
4
Correct code in hospital records but incorrect in Swedvasc
2
Patient was operated on in 2012 but left hospital in 2013
1
Patient was operated on in another hospital (common on call system)
2
Wrong year in Swedvasc
1
ID in different mode in matching process
1
Incorrect ID in Swedvasc
Incorrect module in Swedvasc
1
Were correctly recorded but in the old hospital system
The mortality of the five cases (4 AAA patients and 1 TAAA patient) was checked at the time of validation and all patients were alive. This check was done to rule out the possibility that the reason they were missing from Swedvasc was a bad outcome.
Internal validation
Internal validation was performed on 72 carotid and 90 AAA cases that were picked randomly from the dataset common to both local data and Swedvasc. The number of patients studied in each hospital was 13–15 carotid cases and 15–21 AAA cases. The variables listed in the methods section were compared for local data and from Swedvasc as previously described. Overall, 1,051 data entries in carotid cases and 1,170 data entries in AAA cases were checked. Of these, 17 (0.8%) variables were missing in local data compared with Swedvasc. The number of missing variables in Swedvasc was 93 (4.2%) The majority of missing variables were risk factors (n = 68, 7.3%); as in Hospital 4, the pre-operative risk factors (diabetes and smoking) were registered in only one of 35 patients studied. In Hospital 1, 13 post-operative variables were missing because these patients were followed up in another hospital. In the end, 1,017 carotid variables and 1,128 AAA variables were compared with each other. With respect to accuracy of data fields, different responses were obtained from local data and from Swedvasc in 26 carotid patients and 43 AAA patients, resulting in an internal validity of 97.4% for carotid data and 96.2% for AAA data (Table 4). Eighteen out of these 69 (26.1%) were for the data field of smoking. Post-operative stroke and transient ischaemic attack as well as 30 and 90 day mortality had 100% agreement between the two different systems.
Table 4Internal validity in the visited hospitals.
Number of hospital
1
2
3
4
5
Total
Carotid
Patients reviewed
15
13
14
15
15
72
Variables total
225
195
196
210
225
1051
Data missing in Swedvasc
0
0
1
30
0
31
Data not known in Swedvasc
7
0
1
0
0
8
Data not available from case records
7
1
0
0
4
12
Variables available for internal validation
218
194
194
190
221
1017
Data discrepancy between Swedvasc and case records
Vascunet, a subcommittee of the European Society of Vascular Surgery, aims to increase knowledge and understanding of vascular disease, and to promote excellence in vascular surgery by means of international vascular audit. The group comprises vascular representatives from 10 countries and has published extensively on international vascular outcome data using registry data.
Variation in clinical practice in carotid surgery in nine countries 2005–2010. Lessons from VASCUNET and recommendations for the future of national clinical audit.
The group believes that vascular registries are of the utmost importance in the quality control of a vascular surgical unit. They serve as a source of data in population based studies and allow monitoring of outcomes in a large number of patients who are treated in daily practice.
It is clear that different countries are at very different stages in recording and publishing outcomes from vascular intervention; nevertheless, in recent years the number of vascular registries has increased and there is a steady trend towards publication of results. In the UK this has recently moved to a level of individual surgical outcome data.
Medical registry data need to be accurate in order to be able to draw meaningful conclusions. The data contained in a registry, and publications and quality reports based on these data, are of little value if the registry data are unreliable. International data comparison poses a particular challenge in ensuring consistency of data between countries. Studies of data quality have suggested various classifications of error, including interpretation errors, documentation errors and coding errors.
have attempted to define a framework of procedures for data quality assurance in medical registries, involving procedures, in central coordination of data and in local data collection. The Vascunet group have therefore developed a process for international validation of vascular outcome data, based on previous experience in a pilot study.
In this study the Swedvasc registry was validated and both external and internal validation were done. External validation answers the question: Are all the cases recorded in the registry? The Swedvasc registry was found to have very good correlation with local hospital clinical and administrative data for external validation. With only a very small number of exceptions all the patients who were operated on in the validated hospitals during the year examined (2012) were also registered in the Swedvasc registry. Most of the discrepancies that were found between the two data systems were due to either registration in Swedvasc under different modules, or to patients being coded as a different procedure in local administrative data. In some cases it was felt by the local teams that there was no satisfactory code available. There were a handful of cases found in Swedvasc that were not in the hospital administrative data due to errors in the hospital recording systems. There is a long tradition of recording outcomes by a vascular registry in Sweden as Swedvasc was founded almost 30 years ago. The Swedvasc organisation performs their own external validation annually by comparing the number in the Swedvasc with the numbers in the administrative registry. In this external validation process the external validity of Swedvasc for carotid endarterectomy was 96% in 2012, which is comparable with the results here when considering that all cases that did not match individually were checked. This public external validation process performed by Swedvasc is likely to drive the motivation to register patients in Swedvasc.
The second question is: Are the recorded data accurate? This is at least as important, if not more so than external validation. It was found that data accuracy was good in internal validation. The pre- and post-operative data were correct in all hospitals, giving more that 95% internal data validity in all five hospitals. In one of the validated hospitals the pre-operative risk factors (diabetes and smoking) were systematically missing. For the validator this information was easily found from the case registries, so it seemed to be a local cultural matter in registering the pre-operative risk factors. The other variables in internal validation in this particular hospital were correct.
The independence of the validators is a key issue in order to achieve unbiased results in the validation process; hence, validators from different countries were chosen to visit Sweden. In the current project five of 20 hospitals that perform vascular surgery in Sweden and participate in Swedvasc were validated. The crucial question is how well these five hospitals represent the whole of Swedvasc. The validators were able to influence the centres selected (Malmö, Stockholm), although two of them were selected for geographical reasons, that is the hospitals were near the other hospitals that were chosen for validation (Vasterås and Helsingborg). Only one centre was selected by the representatives from Swedvasc (Uppsala). Owing to this selection policy, the validators were confident that the selection of the five hospitals was unbiased and would provide a representative view of vascular surgery in Sweden. The hospitals did know before the visit that aortic and carotid surgery in 2012 would be validated. With the exception of Uppsala, which was the first centre to be visited, the time between informing the centres and the visit was less than 4 weeks. There was therefore a theoretical possibility of influencing the registry data before the visit although the validators found no evidence that this had occurred. Furthermore, it would have been an enormous workload to check the data validity for internal validation as the cases for validation were picked totally randomly. Furthermore, the fact that all the studied pre-operative risk factors were missing in one of the selected hospitals suggests that there was no alteration of registry data prior to the visit. The validators were given very detailed access to relevant data in order to be able to perform the validation and found no evidence of local centres failing to provide the required information. This type of access is essential in order for the validation process to be robust, and validation of other countries in the future will need to include this requirement. The willingness of the Swedish vascular community to allow external scrutiny of their data was considered by the validators to be exceptional. One of the two validators had language skills that allowed her to review the case histories independently but the other needed a local person or representative from Swedvasc to help with the patient records. This could be seen as another limitation of the method (in addition to the fact that the hospitals were aware of the validation year), but is inevitable in international validation. Many medical terms are common to both languages, however, and both the validators felt that any attempt to hide data would have been clear.
Almost all of the few differences between the case histories and Swedvasc data were in the pre-operative data, such as indication for the surgery, aneurysm diameter, degree of carotid stenosis and risk factors (diabetes and smoking). Post-operative complications were recorded carefully and in all cases where discrepancy was found between Swedvasc and case records, the definition of a complication was not fulfilled (e.g. a few cases with significant creatinine elevation without dialysis were recorded as renal complications although the definition of a renal complication in Swedvasc is one that requires dialysis). This indicates that post-operative complications were not underestimated in the registry. The few cases that were missing from Swedvasc were all emergency cases, and all of these patients survived; therefore, the validation did not demonstrate a failure to report cases with an adverse outcome. Mortality data, both at 30 days and at 12 months was correct in all the studied cases.
The most significant problem in the current validation process was obtaining the correct lists of hospital records from official hospital records, and the structure of Swedvasc, which has several different modules. The vast majority of the cases that seemed to be missing from Swedvasc were just recorded to a different module, and a significant number of module “mistakes” were found. This of course does not affect the overall internal and external validity but does have an influence on the reliability of the reports extracted from Swedvasc. As a result, the numbers of different type of operations based on modules in Swedvasc could be seen as unreliable. There was a learning curve to this both with regard to the validating team and also the local team providing the data and the validation process became more efficient as the project progressed.
The fact that most of the cases “missing” from the Swedvasc registry were found in a different module indicates that the registry may be too complex, and for this reason reducing the number of modules within Swedvasc is advisable. Although this issue could in theory have led to cases being missed in the international comparisons that have been performed by Vascunet, in practice the different modules have been interrogated in order to identify all relevant cases. In the future the increasing use of a variety of endovascular techniques for infrarenal, juxtrenal, and suprarenal aneurysms will make it even more difficult to define a true “infrarenal” group and therefore combining these cases into one module seems sensible both within Swedvasc and within other national systems.
This validation process has not examined the relevance or subsequent use of the datafields that have been collected within the Swedvasc database. The perceived impression is that some of the datafields, in particular those that were poorly completed, are of little relevance to the subsequent evaluation of patient care. Further international work is required to define a robust dataset that excludes data fields of little relevance.
Summary and Recommendations
The following recommendations for the Swedvasc registry were made in the full report of the validation process provided to the Swedish vascular teams.
Lees TA, Venermo M. International validation of Swedvasc, the Swedish National Registry for Vascular Surgery. 2014. Retrieved August 3, 2015, from Vascunet website: http://www.esvs.org/journal/vascunet.
Procedure codes for identification of procedures in local hospital data and in Swedvasc should be identical.
2.
Agreement should be reached (or followed more accurately locally if agreement already exists) at a national level regarding which procedures map to which codes.
3.
It should be clear in Swedvasc how to record procedures done for different indications (e.g. an aortobifemoral bypass graft for aneurysmal disease or occlusive disease)
4.
Consideration should be given to revising the different modules within Swedvasc as there appears to be a lack of consistency with regard to which cases are entered into the different modules. Overall, reducing the number of modules is recommended to avoid confusion about which module to use for individual cases.
5.
A small number of data fields are responsible for the majority of the variations found between Swedvasc and local data. However, the validators were able to find this information from the case records. Consideration should be given as to the benefit of collecting the data fields that are prone to missing data. If these are not used for analysis they could be removed, if they are used then centres should try and complete these fields.
The Vascunet team believe that this validation process has demonstrated that international validation of registry data is possible and this template could be used for other similar validation exercises in the future. It is an important step in improving registry data in order to allow meaningful international comparison and thereby improve outcomes from vascular intervention.
Conflict of Interest
None.
Funding
The European Society for Vascular Surgery (ESVS) supported this validation financially. The ESVS received a grant from the Swedvasc Registry to enable the realisation of the project. The Swedvasc registry had no influence on how the validation was performed, nor any access to the results prior to publication of the report.
Acknowledgements
The authors are indebted to all those clinicians in Sweden who assisted them in performing a complete, independent and robust validation of clinical data.
References
Lees T.
Troëng T.
Thomson I.A.
Menyhei G.
Simo G.
Beiles B.
et al.
International variations in infrainguinal bypass surgery – a VASCUNET report.
Variation in clinical practice in carotid surgery in nine countries 2005–2010. Lessons from VASCUNET and recommendations for the future of national clinical audit.
Lees TA, Venermo M. International validation of Swedvasc, the Swedish National Registry for Vascular Surgery. 2014. Retrieved August 3, 2015, from Vascunet website: http://www.esvs.org/journal/vascunet.
Data are only as good as the system that collects them. It is crucial to have good healthcare data to draw robust and accurate conclusions, not only for individual clinician feedback but also to better inform patients. Venermo and Lees have shown the Swedish data collection for the SWEDVASC Registry to be on the whole highly accurate.1 It seems that most of the discrepancies found in external validation were a result of administrative errors, and the main issue in internal validation was one hospital not recording pre-operative risk factors of diabetes and smoking, which was attributed to a poor administrative culture.
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