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Chen W, Tay ML, Bolam S, Monk AP, Young SW. Accuracy and completeness of registry-reported unicompartmental knee arthroplasty revision. ANZ J Surg 2024; 94:1502-1506. [PMID: 38741460 DOI: 10.1111/ans.19035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Revised: 05/02/2024] [Accepted: 05/03/2024] [Indexed: 05/16/2024]
Abstract
INTRODUCTION The key outcome of joint registries is revision events, which inform clinical practice and identify poor-performing implants. Registries record revision events and reasons, but accuracy may be limited by a lack of standardized definitions of revision. Our study aims to assess the accuracy and completeness of unicompartmental knee arthroplasty (UKA) revision and indications reported to the New Zealand Joint Registry (NZJR) with independent clinical review. METHODS Case record review of 2272 patients undergoing primary UKA at four large tertiary hospitals between 2000 and 2017 was performed, identifying 158 patients who underwent revision. Detailed review of clinical findings, radiographs and operative data was performed to identify revision cases and the reasons for revision using a standardized protocol. These were compared to NZJR data using chi-squared and Fisher exact tests. RESULTS The NZJR recorded 150 (95%) of all UKA revisions. Osteoarthritis progression was the most common reason on the systematic clinical review (35%), however, this was underreported to the registry (8%, P < 0.001). A larger proportion of revisions reported to the registry were for 'pain' (30% of cases vs. 5% on clinical review, P < 0.001). A reason for revision was not reported to the registry for 10% of cases. CONCLUSION The NZJR had good capture of UKA revisions, but had significant differences in registry-reported revision reasons compared to our independent systematic clinical review. These included over-reporting of 'pain', under-reporting of osteoarthritis progression, and failing to identify a revision reason. Efforts to improve registry capture of revision reasons for UKA could be addressed through more standardized definitions of revision and tailored revision options for UKA on registry forms.
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Affiliation(s)
- William Chen
- Department of Orthopaedic Surgery, North Shore Hospital, Auckland, New Zealand
| | - Mei Lin Tay
- Department of Orthopaedic Surgery, North Shore Hospital, Auckland, New Zealand
- Department of Surgery, Faculty of Medical and Health Sciences (FMHS), University of Auckland, Auckland, New Zealand
| | - Scott Bolam
- Department of Surgery, Faculty of Medical and Health Sciences (FMHS), University of Auckland, Auckland, New Zealand
- Department of Orthopaedic Surgery, Auckland City Hospital, Auckland, New Zealand
| | - A Paul Monk
- Department of Orthopaedic Surgery, Auckland City Hospital, Auckland, New Zealand
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Simon W Young
- Department of Orthopaedic Surgery, North Shore Hospital, Auckland, New Zealand
- Department of Surgery, Faculty of Medical and Health Sciences (FMHS), University of Auckland, Auckland, New Zealand
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Lacny S, Faris P, Bohm E, Woodhouse LJ, Robertsson O, Marshall DA. Competing Risks Methods Are Recommended for Estimating the Cumulative Incidence of Revision Arthroplasty for Health Care Planning Purposes. Orthopedics 2021; 44:e549-e555. [PMID: 34292813 DOI: 10.3928/01477447-20210618-16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Cumulative incidence of revision provides a measure of the failure rate of joint replacements and can be used to project demand for revisions. The most commonly applied survival analysis method (Kaplan-Meier [KM]) does not account for competing risks (eg, death). The authors compared the cumulative incidence function (CIF), a competing risks method, with the KM method through application to population-based cohorts. They measured time to revision, death, or censoring for unilateral total hip arthroplasty (THA; n=12,496) and total knee arthroplasty (TKA; n=19,172) cohorts in administrative databases in Alberta and TKAs (n=80,177) in the Swedish Knee Arthroplasty Register. The authors compared relative differences between the KM and CIF. They fitted Cox, Fine and Gray, and Royston and Parmar regression models and compared coefficients, standard errors, and P values. On sensitivity analysis, the authors included staged bilateral operations. Kaplan-Meier estimates exceeded the CIF at each time point. The magnitude of overestimation increased with follow-up time and was greatest for the Swedish cohort. At 5 years, relative differences between KM and CIF estimates for the Alberta THA and TKA and Swedish TKA cohorts were 1.8%, 2.3%, and 3.8%, respectively. These differences increased to 3.1%, 5.8%, and 8.2%, respectively, at 9 years, reaching 39.1% at 20 years (Swedish cohort). On sensitivity analysis (including staged bilateral operations), the Fine and Gray subdistribution hazard ratio differed from the Cox and Royston and Parmar hazard ratios. When the frequency of competing risks is high, competing risks methods are recommended to obtain accurate cumulative incidence estimates for informing health care planning and decision making. [Orthopedics. 2021;44(4):e549-e555.].
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Atrey A, Khoshbin A, Rolfson O, Campbell D, Wood G, Bohm E, Jones C, Kandel C, Davis J, Atri N, Abdelbary H, Moojen DJ, Dunbar M, Manning L, Paxton EW, Yates P, Waddell JP, Ravi B, Reed M. Infection: The Final Frontier of Arthroplasty Management: A Proposal for a Global Periprosthetic Joint Infection Registry from a Multinational Collaborative Group, the GAIA (Global Arthroplasty Infection Association). J Bone Joint Surg Am 2021; 103:e22. [PMID: 33433125 DOI: 10.2106/jbjs.20.01517] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Affiliation(s)
- Amit Atrey
- University of Toronto, Toronto, Ontario, Canada
| | | | - Ola Rolfson
- University of Gothenburg, Gothenburg, Sweden
| | - David Campbell
- Wakefield Hospital, Adelaide, South Australia, Australia
| | - Gavin Wood
- University of Queens, Kingston, Ontario, Canada
| | - Eric Bohm
- University of Manitoba, Winnipeg, Manitoba, Canada
| | | | | | - Joshua Davis
- Menzies University, Darwin, Northern Territory, Australia
| | - Nipun Atri
- Rush University Medical Centre, Chicago, Illinois
| | | | - Dirk Jan Moojen
- Department of Orthopaedic Surgery, Joint Research OLVG, Amsterdam, the Netherlands
| | | | - Laurens Manning
- University of Western Australia, Perth, Western Australia, Australia
| | | | - Piers Yates
- University of Western Australia, Perth, Western Australia, Australia
| | | | | | - Mike Reed
- Bone and Joint Infection Registry (BAJIR), Northumbria, United Kingdom
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Lemaignen A, Grammatico-Guillon L, Astagneau P, Marmor S, Ferry T, Jolivet-Gougeon A, Senneville E, Bernard L. Computerized registry as a potential tool for surveillance and management of complex bone and joint infections in France: French registry of complex bone and joint infections. Bone Joint Res 2020; 9:635-644. [PMID: 33101653 PMCID: PMC7547640 DOI: 10.1302/2046-3758.910.bjr-2019-0362.r1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Aims The French registry for complex bone and joint infections (C-BJIs) was created in 2012 in order to facilitate a homogeneous management of patients presented for multidisciplinary advice in referral centres for C-BJI, to monitor their activity and to produce epidemiological data. We aimed here to present the genesis and characteristics of this national registry and provide the analysis of its data quality. Methods A centralized online secured database gathering the electronic case report forms (eCRFs) was filled for every patient presented in multidisciplinary meetings (MM) among the 24 French referral centres. Metrics of this registry were described between 2012 and 2016. Data quality was assessed by comparing essential items from the registry with a controlled dataset extracted from medical charts of a random sample of patients from each centre. Internal completeness and consistency were calculated. Results Between 2012 and 2016, 30,607 presentations in MM were recorded corresponding to 17,748 individual patients (mean age 62.1 years (SD 18.4); 10,961 (61.8%) males). BJI was considered as complex for 63% of cases (n = 19,355), and 13,376 (44%) had prosthetic joint infections (PJIs). The controlled dataset, available for 19 centres, included 283 patients. Global consistency and completeness were estimated at 88.2% and 88.9%, respectively, considering missing items in the eCRFs as negative results. Conclusion This national registry is one of the largest prospective databases on BJI and its acceptable data quality parameters allow further use for epidemiological purposes.Cite this article: Bone Joint Res 2020;9(9):635-644.
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Affiliation(s)
- Adrien Lemaignen
- Service de Médecine Interne et Maladies Infectieuses, Regional University Hospital Centre Tours, Tours, France.,University of Tours, Tours, France.,iPLESP, Paris, France
| | - Leslie Grammatico-Guillon
- Unité d'Épidémiologie des données cliniques, EpiDcliC, Regional University Hospital Centre Tours, Tours, France.,UMR 1259 - MAVIVH, INSERM, Tours, France
| | - Pascal Astagneau
- iPLESP, Paris, France.,Centre d'appui pour la prévention des infections associées aux soins (CPIAS), Paris, France
| | - Simon Marmor
- Service d'Orthopédie, Groupe Hospitalier Diaconesses Croix Saint Simon, Paris, France
| | - Tristan Ferry
- Service de Maladies Infectieuses et Tropicales, Hospices Civils de Lyon, Lyon, France
| | | | - Eric Senneville
- Service de Maladies Infectieuses et Tropicales, Centre Hospitalier de Tourcoing, Tourcoing, Nord-Pas-de-Calais, France
| | - Louis Bernard
- Service de Médecine Interne et Maladies Infectieuses, Regional University Hospital Centre Tours, Tours, France
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Identification of prosthetic hip and knee joint infections using administrative databases-A validation study. Infect Control Hosp Epidemiol 2020; 42:325-330. [PMID: 32993826 DOI: 10.1017/ice.2020.449] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
OBJECTIVE To determine whether combinations of diagnosis and procedures codes can improve the detection of prosthetic hip and knee joint infections from administrative databases. DESIGN We performed a validation study of all readmissions from January 1, 2010, until December 31, 2016, following primary arthroplasty comparing the diagnosis and procedure codes obtained from an administrative database based upon the International Classification of Disease, Tenth Revision (ICD-10) to the reference standard of chart review. SETTING Four tertiary-care hospitals in Toronto, Canada, from 2010 to 2016. PARTICIPANTS Individuals who had a primary arthroplasty were identified using procedure codes. INTERVENTION Chart review of readmissions identified the presence of a prosthetic joint infection and, if present, the surgical procedure performed. RESULTS Overall, 27,802 primary arthroplasties were performed. Among 8,844 readmissions over a median follow-up of 669 days (interquartile range, 256-1,249 days), a PJI was responsible for or present in 586 of 8,844 (6.6%). Diagnosis codes alone exhibited a sensitivity of 0.88 (95% CI, 0.85-0.92) and positive predictive value (PPV) of 0.78 (95% CI, 0.74-0.82) for detecting a PJI. Combining a PJI diagnosis code with procedure codes for an arthroplasty and the insertion of a peripherally inserted central catheter improved detection: sensitivity was 0.92 (95% CI, 0.88-0.94) and PPV was 0.78 (95% CI, 0.74-0.82). However, procedure codes were unable to identify the specific surgical approach to PJI treatment. CONCLUSIONS Compared to PJI diagnosis codes, combinations of diagnosis and procedure codes improve the detection of a PJI in administrative databases.
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Dimitroulis G. Management of temporomandibular joint disorders: A surgeon's perspective. Aust Dent J 2019; 63 Suppl 1:S79-S90. [PMID: 29574810 DOI: 10.1111/adj.12593] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Disorders of the Temporomandibular joint (TMJ) may clinically present with jaw pain and restricted mouth opening that may limit a patient's access to comprehensive dental care. The aim of this article is to provide a general overview of the current treatment strategies available in the management of disorders of the TMJ. Both conservative and surgical treatment options will be discussed as there is no one treatment for temporomandibular disorders (TMD) which encompasses a wide range of diagnoses. A multidisciplinary team approach to management is essential in the fundamental care of all TMD patients so that treatment can be specifically tailored to individual patient needs.
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Affiliation(s)
- G Dimitroulis
- Maxillofacial Surgery Unit, Department of Surgery, St.Vincent's Hospital, The University of Melbourne, Melbourne, Vic., Australia
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Using Patient-Reported Outcomes to Predict Revision Arthroplasty Following Femoral Neck Fracture: Enhancing the Value of Clinical Registries through Data Linkage. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16081325. [PMID: 31013802 PMCID: PMC6517898 DOI: 10.3390/ijerph16081325] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Revised: 04/04/2019] [Accepted: 04/05/2019] [Indexed: 11/24/2022]
Abstract
The aim of this study was to determine the association between patient-reported outcome measures (PROMs) six months following femoral neck fracture after a low fall and future arthroplasty, and the factors associated with this. Six-month post-fracture PROMs were collected from the Victorian Orthopaedic Trauma Outcomes Registry (VOTOR) for patients aged >55 years who were admitted for a femoral neck fracture after a low fall between March 2007 and June 2015. These cases were linked with those registered by Australian Orthopaedic Association National Joint Replacement Registry (AOANJRR) up to October 2016. Multivariable analysis was performed using a Cox proportional hazards model to determine factors associated with future arthroplasty, including six-month PROMs. Of the 7077 hip fracture patients registered by VOTOR during the study period, 2325 met the inclusion criteria. Internal fixation being used for the initial hip fracture surgery, being younger and having no pre-injury disability were all independently associated with future revision or conversion to arthroplasty. Out of all PROMs, reporting pain and discomfort six months post-fracture was associated with a 9.5-fold increase in the risk of future arthroplasty (95% CI: 3.81, 23.67). The value of clinical registries can be enhanced via data linkage, in this case by using PROMs to predict arthroplasty following femoral neck fracture.
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Affiliation(s)
- B J Ollivere
- Trauma and Orthopaedics, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - B A Marson
- Trauma and Orthopaedics, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - F S Haddad
- The Bone & Joint Journal, Professor of Orthopaedic Surgery, University College London Hospitals, The Princess Grace Hospital, and The NIHR Biomedical Research Centre at UCLH, London, UK
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Heo SM, Naylor JM, Harris IA, Churches TR. Reliability of patient-reported complications following hip or knee arthroplasty procedures. BMC Med Res Methodol 2019; 19:15. [PMID: 30634917 PMCID: PMC6330452 DOI: 10.1186/s12874-018-0645-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Accepted: 12/17/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Patient reported outcomes are increasingly used to assess the success of surgical procedures. Patient reported complications are often included as an outcome. However, these data must be validated to be accurate and useful in clinical practice. METHODS This was a retrospective descriptive study of 364 patients who had completed their six-month follow-up review questionnaire in the Arthroplasty Clinical Outcomes Registry, National (ACORN), an Australian orthopaedic registry. Patient-reported complications following total hip arthroplasty (THA) and total knee arthroplasty (TKA) were compared to surgeon-reported complications recorded in their electronic medical records at their various follow-up appointments. Sensitivity, specificity, positive predictive value and negative predictive value were calculated. Agreement was assessed using percentage agreement and Cohen's kappa. RESULTS Patient-reported data from the ACORN registry returned overall low sensitivity (0.14), negative predictive value (0.13) and kappa values (0.11), but very high specificity (0.98), positive predictive value (0.98) and agreement values (96.3%) for reporting of complications when compared to surgeon-reported data. Values varied depending on the type and category of complication. CONCLUSION Patients are accurate in reporting the absence of complications, but not the presence. Sensitivity of patient-reported complications needs to be improved. Greater attention to the clarity of the questions asked may help in this respect.
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Affiliation(s)
- Sung Mu Heo
- South Western Sydney Clinical School, UNSW Sydney, Level 2, Clinical Building, Liverpool Hospital, Cnr Elizabeth and Goulburn Sts, Liverpool NSW, 2170 Australia
| | - Justine M. Naylor
- South Western Sydney Clinical School, UNSW Sydney, Level 2, Clinical Building, Liverpool Hospital, Cnr Elizabeth and Goulburn Sts, Liverpool NSW, 2170 Australia
- Ingham Institute for Applied Medical Research, 1 Campbell St, Liverpool NSW, 2170 Australia
- Whitlam Orthopaedics Research Centre, Level 2, 1 Campbell St, Liverpool NSWl, 2170 Australia
| | - Ian A. Harris
- South Western Sydney Clinical School, UNSW Sydney, Level 2, Clinical Building, Liverpool Hospital, Cnr Elizabeth and Goulburn Sts, Liverpool NSW, 2170 Australia
- Ingham Institute for Applied Medical Research, 1 Campbell St, Liverpool NSW, 2170 Australia
- Whitlam Orthopaedics Research Centre, Level 2, 1 Campbell St, Liverpool NSWl, 2170 Australia
| | - Timothy R. Churches
- South Western Sydney Clinical School, UNSW Sydney, Level 2, Clinical Building, Liverpool Hospital, Cnr Elizabeth and Goulburn Sts, Liverpool NSW, 2170 Australia
- Ingham Institute for Applied Medical Research, 1 Campbell St, Liverpool NSW, 2170 Australia
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Lübbeke A, Silman A, Barea C, Prieto-Alhambra D, Carr A. Mapping existing hip and knee replacement registries in Europe. Health Policy 2018; 122:548-557. [DOI: 10.1016/j.healthpol.2018.03.010] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2017] [Revised: 03/09/2018] [Accepted: 03/12/2018] [Indexed: 12/18/2022]
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12
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Haddad FS. 70 not out, and the best is yet to come: celebrating 70 years of orthopaedic excellence. Bone Joint J 2017; 99-B:1553-1554. [PMID: 29212673 DOI: 10.1302/0301-620x.99b12.bjj-2017-1254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Accepted: 10/16/2017] [Indexed: 11/05/2022]
Affiliation(s)
- F S Haddad
- The Bone & Joint Journal, 22 Buckingham Street, London, WC2N 6ET and NIHR University College London Hospitals Biomedical Research Centre, UK
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Is Preoperative Patient-Reported Health Status Associated with Mortality after Total Hip Replacement? INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2017; 14:ijerph14080899. [PMID: 28796159 PMCID: PMC5580602 DOI: 10.3390/ijerph14080899] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Revised: 08/03/2017] [Accepted: 08/07/2017] [Indexed: 12/21/2022]
Abstract
The influence of comorbidities and worse physical status on mortality following total hip replacement (THR) leads to the idea that patient-reported health status may also be a predictor of mortality. The aim of this study was to investigate the relationship between patient-reported health status before THR and the risk of dying up to 5 years post-operatively. For these analyses, we used register data on 42,862 THR patients with primary hip osteoarthritis operated between 2008 and 2012. The relative survival ratio was calculated by dividing the observed survival in the patient group by age- and sex-adjusted expected survival of the general population. Pre-operative responses to the five EQ-5D-3L (EuroQol Group) dimensions along with age, sex, education status, year of surgery, and hospital type were used as independent variables. Results shown that, as a group, THR patients had a better survival than the general population. Broken down by the five EQ-5D-3L dimensions we observed differentiated survival patters. For all dimensions, those reporting extreme problems had higher mortality than those reporting moderate or no problems. In conclusion, worse health status according to the EQ-5-3L before THR is associated with higher mortality up to five years after surgery. EQ-5D-3L responses may be useful in a multifactorial individualized risk assessment before THR.
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Torre M, Romanini E, Zanoli G, Carrani E, Luzi I, Leone L, Bellino S. Monitoring Outcome of Joint Arthroplasty in Italy: Implementation of the National Registry. JOINTS 2017; 5:70-78. [PMID: 29114634 PMCID: PMC5672872 DOI: 10.1055/s-0037-1603899] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Purpose
Arthroplasty registries have an important role in improving outcomes in joint surgery. As the demand for joint arthroplasty continues to increase, growing attention is being paid to the establishment of national registries, which contribute to the enhancement of the quality of patients' care. Indeed, providing postmarketing surveillance data in terms of safety and effectiveness of medical devices, registries contribute to the best orthopaedic practice and support public health decision making. In this context, a project aimed at implementing a national arthroplasty registry in Italy has appeared to be essential, and the activities performed in the last years have consolidated data collection of hip and knee replacements.
Methods
Based on a close cooperation among public health institutions, clinicians, and involved stakeholders, the architecture of the registry is built on three pillars: (1) data collected using Hospital Discharge Records (HDRs) integrated by an additional dataset, (2) implants identified and characterized in a dedicated medical devices library, and (3) a federation of regional registries coordinated by a public health institution, the Italian National Institute of Health.
Results
Besides the organizational structure, statistical analyses on joint arthroplasty from national HDR database (2001–2014) and Italian registry data (2014) are presented. Currently, the institutions participating in the registry on a voluntary basis show 80% of completeness for hip and 58% for knee, and represent approximately 18% of the national volume.
Conclusion
To make data collection effective, participation should be mandatory and ruled by a national law.
Level of Study
Level III, observational analytic study.
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Affiliation(s)
- Marina Torre
- National Center for Clinical Excellence, Healthcare Quality & Safety, Istituto Superiore di Sanità, Rome, Italy
| | | | - Gustavo Zanoli
- Dipartimento di Ortopedia, Casa di Cura Santa Maria Maddalena, Occhiobello (RO), Italy
| | - Eugenio Carrani
- National Center for Clinical Excellence, Healthcare Quality & Safety, Istituto Superiore di Sanità, Rome, Italy
| | - Ilaria Luzi
- National Center for Clinical Excellence, Healthcare Quality & Safety, Istituto Superiore di Sanità, Rome, Italy
| | - Luisa Leone
- National Center of Epidemiology, Surveillance and Health Promotion, Istituto Superiore di Sanità, Rome, Italy
| | - Stefania Bellino
- Department of Infectious Diseases, Istituto Superiore di Sanità, Rome, Italy
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