The National Joint Registry may fail to collect accurate, validated anaesthetic data
Notice bibliographique
Résumé
The National Joint Registry (NJR) was established by the Department of Health in England and the Assembly Government in Wales to collect information on all hip and knee replacement operations and monitor the performance of joint prostheses [1]. A levy is paid by prosthesis manufacturers for data to be collected locally and recorded nationally. There are four procedure-specific forms, all of which request details of anaesthetic type as part of the minimal dataset. Anaesthetic technique classifications are general anaesthetic, nerve block, epidural or spinal, with the option to select more than one. The American Society of Anesthesiologists (ASA) grade is recorded. A registered staff member uploads the completed forms to the NJR database, usually on a weekly basis. The NJR recommends that the anaesthetist records the anaesthetic and ASA grade on the form. The ASA grading is published in the annual reports as a measure of pre-operative health status. Anaesthetic technique data for 2005 was published in the 3rd NJR Annual Clinical Report, but it was not published in the NJR 4th Annual Report (comprising April 2006 to March 2007, includes the clinical report). The NJR compares the submitted volumes of data with hospital episode statistics in England, and the patient episode database Wales. This is the only form of systematic validation (I. Mulcahy, NJR, personal communication). There is no validation of anaesthesia data. As part of the validation process of the 3rd National Audit Project of the Royal College of Anaesthetists (NAP3) [2] one author (TC) requested the dataset for anaesthetic techniques used during the period of NAP3 (1st September 2006–31st August 2007). The information received showed that, during the relevant period, data from 141 280 hip or knee joint arthoplasties (primary and revision surgery) were reported to the NJR, representing 81% of such operations in England and Wales. Details of anaesthetic technique were recorded in 92.5% of operations. We considered it might be useful to publish the data as a bi-national census of anaesthetic techniques for such surgery, and permission for this was given by the NJR. Our initial step was to validate our local data. We prospectively collected details of anaesthetic technique and ASA grade from the case notes of 100 patients in our hospital immediately after knee or hip replacement. Data were collected over a 2-month period (October–November 2008). Six weeks later (to allow for central collection of NJR forms) we compared this data with that recorded on the NJR form for the same patients. We made no attempt to validate the orthopaedic data submitted to the NJR. Of the 100 NJR forms, 16 had no anaesthetic technique recorded and six did not record ASA grade. Overall, in only 48 forms did the NJR data and anaesthetic chart data match entirely. The ASA grade was different to the anaesthetic chart in 16 NJR forms: a higher grade in nine cases and lower grade in seven. Twenty-seven NJR forms recorded a different anaesthetic technique to that recorded on the anaesthetic chart for the same patient. The differences are summarised in the Table 2. Epidural was reported on three NJR forms where spinal was used. Two spinals were not reported when combined spinal-epidural was given. In our hospital NJR forms are filled in by orthopaedic surgeons and their trainees with only occasional informal involvement of the anaesthetist. A member of the hospital audit department collects the NJR forms and attempts to chase up missing forms and data. Anaesthetists are not involved in this stage. As part of this project we explored the data held in the hospital theatres database and found similar discrepancies between that and anaesthetic charts. It is possible that missing anaesthetic data is completed on the NJR form using the inaccurate theatres database. On the basis of our local data, we have concerns that the anaesthetic data (both health status and anaesthetic technique) in the NJR may be inaccurate. It is possible that this is a problem unique to our Trust, but this seems unlikely. If similar large discrepancies exist even in a relatively small proportion of English and Welsh hospitals the NJR anaesthetic information will be invalid. Debate continues as to the optimal anaesthetic technique for elective major joint arthroplasties. Recent studies suggest marginal benefit from neuraxial or peripheral nerve blockade techniques above general anaesthesia [3, 4]. While similar joint registers exist in the USA, Canada, Australia, New Zealand, Norway, Sweden and Finland, not all of these record anaesthetic data. To date, we are not aware of any large observational studies of current anaesthetic practice for large joint replacement. The NJR presents a considerable opportunity to collect and report such data; however that can only be achieved if the entered data is accurate and validated. Involving anaesthetists directly in NJR form completion will increase the accuracy of locally collected data. The NJR might emphasise how such data is collected and perform a validation or ‘cleaning cycle’ in a similar manner to the Intensive Care National Audit and Research Centre. Alternatively, the NJR might wish to stop collecting such data. At present there seems to be significant risk of ‘rubbish in, rubbish out’.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,000 |
| Bibliométrie | 0,000 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,002 | 0,000 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,001 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».