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Shetty KD, Chen PG, Brara HS, Anand N, Skaggs DL, Calsavara VF, Qureshi NS, Weir R, McKelvey K, Nuckols TK. Variations in surgical practice and short-term outcomes for degenerative lumbar scoliosis and spondylolisthesis: do surgeon training and experience matter? Int J Qual Health Care 2024; 36:mzad109. [PMID: 38156345 PMCID: PMC10849168 DOI: 10.1093/intqhc/mzad109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 11/30/2023] [Accepted: 12/28/2023] [Indexed: 12/30/2023] Open
Abstract
For diverse procedures, sizable geographic variation exists in rates and outcomes of surgery, including for degenerative lumbar spine conditions. Little is known about how surgeon training and experience are associated with surgeon-level variations in spine surgery practice and short-term outcomes. This retrospective observational analysis characterized variations in surgical operations for degenerative lumbar scoliosis or spondylolisthesis, two common age-related conditions. The study setting was two large spine surgery centers in one region during 2017-19. Using data (International Classification of Diseases-10th edition and current procedural terminology codes) extracted from electronic health record systems, we characterized surgeon-level variations in practice (use of instrumented fusion - a more extensive procedure that involves device-related risks) and short-term postoperative outcomes (major in-hospital complications and readmissions). Next, we tested for associations between surgeon training (specialty and spine fellowship) and experience (career stage and operative volume) and use of instrumented fusion as well as outcomes. Eighty-nine surgeons performed 2481 eligible operations. For the study diagnoses, spine surgeons exhibited substantial variation in operative volume, use of instrumented fusion, and postoperative outcomes. Among surgeons above the median operative volume, use of instrumented fusion ranged from 0% to >90% for scoliosis and 9% to 100% for spondylolisthesis, while rates of major in-hospital complications ranged from 0% to 25% for scoliosis and from 0% to 14% for spondylolisthesis. For scoliosis, orthopedic surgeons were more likely than neurosurgeons to perform instrumented fusion for scoliosis [49% vs. 33%, odds ratio (OR) = 2.3, 95% confidence interval (95% CI) 1.3-4.2, P-value = .006] as were fellowship-trained surgeons (49% vs. 25%, OR = 3.0, 95% CI 1.6-5.8; P = .001). Fellowship-trained surgeons had lower readmission rates. Surgeons with higher operative volumes used instrumented fusion more often (OR = 1.1, 95% CI 1.0-1.2, P < .05 for both diagnoses) and had lower rates of major in-hospital complications (OR = 0.91, 95% CI 0.85-0.97; P = .006). Surgical practice can vary greatly for degenerative spine conditions, even within the same region and among colleagues at the same institution. Surgical specialty and subspecialty, in addition to recent operative volume, can be linked to variations in spine surgeons' practice patterns and outcomes. These findings reinforce the notion that residency and fellowship training may contribute to variation and present important opportunities to optimize surgical practice over the course of surgeons' careers. Future efforts to reduce unexplained variation in surgical practice could test interventions focused on graduate medical education. Graphical Abstract.
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Affiliation(s)
- Kanaka D Shetty
- RAND Health Care, RAND Corporation, 1776 Main Street, Santa Monica, CA 90401, USA
| | - Peggy G Chen
- RAND Health Care, RAND Corporation, 1776 Main Street, Santa Monica, CA 90401, USA
| | - Harsimran S Brara
- Kaiser Permanente, Los Angeles Medical Center, 4867 W Sunset Blvd, Los Angeles, CA 90027, USA
| | - Neel Anand
- Cedars-Sinai Medical Center, 8700 Beverly Boulevard, Los Angeles, CA 90048, USA
| | - David L Skaggs
- Cedars-Sinai Medical Center, 8700 Beverly Boulevard, Los Angeles, CA 90048, USA
| | | | - Nabeel S Qureshi
- Cedars-Sinai Medical Center, 8700 Beverly Boulevard, Los Angeles, CA 90048, USA
| | - Rebecca Weir
- RAND Health Care, RAND Corporation, 1776 Main Street, Santa Monica, CA 90401, USA
| | - Karma McKelvey
- Rocky Vista University, Montana College of Osteopathic Medicine, 4130 Rocky Vista Way, Billings, Montana 59106, USA
| | - Teryl K Nuckols
- RAND Health Care, RAND Corporation, 1776 Main Street, Santa Monica, CA 90401, USA
- Cedars-Sinai Medical Center, 8700 Beverly Boulevard, Los Angeles, CA 90048, USA
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Natali I, Dewatripont M, Ginsburgh V, Goldman M, Legros P. Prescription opioids and economic hardship in France. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2023; 24:1473-1504. [PMID: 36710287 PMCID: PMC9884604 DOI: 10.1007/s10198-022-01557-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 12/01/2022] [Indexed: 06/18/2023]
Abstract
This paper studies how opioid analgesic sales are empirically related to socioeconomic disparities in France, with a focus on poverty. This analysis is made possible using the OpenHealth database, which provides retail sales data for opioid analgesics available on the French market. We exploit firm-level data for each of the 94 departments in Metropolitan France between 2008 and 2017. We show that increases in the poverty rate are associated with increases in sales: a one percentage point increase in poverty is associated with approximately a 5% increase in mild opioid sales. Our analysis further shows that opioid sales are positively related to the share of middle-aged people and individuals with basic education only, while they are negatively related to population density. The granularity and longitudinal nature of these data allow us to control for a large pool of potential confounding factors. Our results suggest that additional interventions should be more intensively addressed toward the most deprived areas. We conclude that a combination of policies aimed at improving economic prospects and strictly monitoring access to opioid medications would be beneficial for reducing opioid-related harm.
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Affiliation(s)
- Ilaria Natali
- Université Libre de Bruxelles, Avenue F. D. Roosevelt, 50, 1050, Brussels, Belgium.
- European Center for Advanced Research in Economics and Statistics (ECARES), Université Libre de Bruxelles, Brussels, Belgium.
- Institute for Interdisciplinary Innovation in Healthcare (I3h), Université Libre de Bruxelles, Brussels, Belgium.
- Toulouse School of Economics (TSE), Université Toulouse 1 Capitole, Toulouse, France.
| | - Mathias Dewatripont
- European Center for Advanced Research in Economics and Statistics (ECARES), Université Libre de Bruxelles, Brussels, Belgium
- Institute for Interdisciplinary Innovation in Healthcare (I3h), Université Libre de Bruxelles, Brussels, Belgium
| | - Victor Ginsburgh
- European Center for Advanced Research in Economics and Statistics (ECARES), Université Libre de Bruxelles, Brussels, Belgium
- Institute for Interdisciplinary Innovation in Healthcare (I3h), Université Libre de Bruxelles, Brussels, Belgium
| | - Michel Goldman
- Institute for Interdisciplinary Innovation in Healthcare (I3h), Université Libre de Bruxelles, Brussels, Belgium
| | - Patrick Legros
- European Center for Advanced Research in Economics and Statistics (ECARES), Université Libre de Bruxelles, Brussels, Belgium
- Institute for Interdisciplinary Innovation in Healthcare (I3h), Université Libre de Bruxelles, Brussels, Belgium
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Boukebous B, Gao F, Biau D. Hip fractures after 60 years of age in France in 2005-2017: Nationwide sample of statutory-health-insurance beneficiaries. Orthop Traumatol Surg Res 2023; 109:103677. [PMID: 37678611 DOI: 10.1016/j.otsr.2023.103677] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 05/02/2023] [Accepted: 05/16/2023] [Indexed: 09/09/2023]
Abstract
BACKGROUND Proximal femoral factures (PFFs) constitute a heavy medical, social, and economic burden. Overall, orthopaedic conditions vary widely in France regarding the patients involved and treatments applied. For PFFs specifically, data are limited. Moreover, the ongoing expansion of geriatric orthopaedics holds promise for improving overall postoperative survival. The objectives of this retrospective study of a nationwide French database were: 1) to describe the pathway of patients with PFFs regarding access to care, healthcare institutions involved, and times to management; 2) to look for associations linking these parameters to post-operative mortality. HYPOTHESIS Across France, variations exist in healthcare service availability and time to management for patients with PFFs. MATERIAL AND METHODS A retrospective analysis of data in a de-identified representative sample of statutory-health-insurance beneficiaries in France (Échantillon généraliste des bénéficiaires, EGB, containing data for 1/97 beneficiaries) was conducted. All patients older than 60 years of age who were managed for PFFs between 2005 and 2017 were included. The following data were collected for each patient: age, management method, Charlson's Comorbidity Index (CCI), home-to-hospital distance by road, and type of hospital (public, non-profit private, or for-profit private), and time to surgery were collected. The study outcomes were the incidence of PFF, mortality during the first postoperative year, changes in mortality between 2005 and 2017, and prognostic factors. RESULTS In total 8026 fractures were included. The 7561 patients had a median age of 83.8 years and a mean CCI of 4.6; both parameters increased steadily over time, by 0.18 years and 0.06 points per year, respectively (p<10-4 for both comparisons). Management was by total hip replacement in 3299 cases and internal fixation in 4262 cases; this information was not available for 465 fractures. The overall incidence increased from 90/100,000 in 2008 to 116/100,000 in 2017 (p=0.03). Of the 8026 fractures, 5865 (73.1%) were managed in public hospitals (and this proportion increased significantly over time), 1629 (20.3%) in non-profit private hospitals (decrease over time), and 264 (3.3%) in for-profit private hospitals. The home-to-hospital distance ranged from 7.5 to 38.5km and increased over time by 0.26km/year (95% confidence interval [95%CI]: 0.15-0.38) (p<10-4). Median time to surgery was 1 day [1-3 days], with no significant difference across hospital types. Mortality rates at 90 days and 1 year were 10.5% (843/8026) and 20.8% (1673/8026), respectively. Two factors were significantly associated with day-90 mortality: the CCI (hazard ratio [HR], 1.087 [95%CI: 1.07-1.10] [p<10-4]) and time to surgery>1 day (HR 1.35 [95%CI: 1.15-1.50] [p<0.0001]). Day-90 mortality decreased significantly from 2005 to 2017 (HR 0.95 [95%CI: 0.92-0.97] [p<10-4]), with no centre effect. CONCLUSION The management of PFF in patients older than 60 varied widely across France. Time to surgery longer than 1 day was a major adverse prognostic factor whose effects persisted throughout the first year. This factor was present in over half the patients. Day-90 mortality decreased significantly from 2005 to 2017 despite increases in age and comorbidities. LEVEL OF EVIDENCE IV Retrospective cohort study.
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Affiliation(s)
- Baptiste Boukebous
- Équipe Ecamo, CRESS (Centre of Research in Epidemiology, Statistics), Inserm, UMR 1153, université Paris-Cité, Paris, France; Service de chirurgie orthopédique et traumatologique, Beaujon-Bichat, University Hospital, Assistance publique-Hôpitaux de Paris, université Paris-Cité, Paris, France.
| | - Fei Gao
- Université de Rennes, EHESP, CNRS, Inserm, Arènes-UMR 6051, RSMS (Research on Services, Management in Health), U 1309, Rennes, France
| | - David Biau
- Équipe Ecamo, CRESS (Centre of Research in Epidemiology, Statistics), Inserm, UMR 1153, université Paris-Cité, Paris, France; Service de chirurgie orthopédique et traumatologique, Cochin University Hospital, Assistance publique-Hôpitaux de Paris, université Paris-Cité, Paris, France
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Garofil ND, Bratucu MN, Zurzu M, Paic V, Tigora A, Prunoiu V, Rogobete A, Balan A, Vladescu C, Strambu VDE, Radu PA. Groin Hernia Repair during the COVID-19 Pandemic-A Romanian Nationwide Analysis. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:medicina59050970. [PMID: 37241202 DOI: 10.3390/medicina59050970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 05/11/2023] [Accepted: 05/16/2023] [Indexed: 05/28/2023]
Abstract
Background and Objectives: Groin hernia repair surgery (GHRS) is among the most common elective interventions. The aim of this three-year nationwide study on GHRS is to provide a thorough analysis of the impact that the COVID-19 pandemic had on the Romanian Health System in regard to elective procedures. Materials and Methods: 46,795 groin hernia cases obtained between 2019 and 2021 from the DRG database using ICD-10 diagnostic codes. The data were collected from all 261 GHRS performing hospitals nationwide, including 227 public hospitals (PbH) and 34 private hospitals (PvH). The 42 variables taken into account were processed using Microsoft Excel 2021, applying Chi square, F-Test Two-Sample for variances, and Two Sample t-Test. The significance threshold considered was p < 0.001. Results: Of the grand total of cases, 96.2% were inguinal hernias, 86.8% were performed on men, 15.2% were laparoscopic procedures, and 6.88% were in PvH. Overall, due to the pandemic, the total number of GHRS decreased with 44.45% in 2020 and with 29.72% in 2021 compared to pre-pandemic year 2019. April 2020 shows the steepest decrease in GHRS (91 procedures nationwide). In the private sector, there was an opposite trend with increases in the number of cases by 12.21% and a 70.22% in both pandemic years. The mean admission period (MAP) for all procedures was 5.5 days. There was a significant difference between PbH and PvH (5.75 vs. 2.8 days, p < 0.0001). During the pandemic, the MAP in PbH decreased (6.02 in 2019, 5.82 in 2020 and 5.3 in 2021), remaining stable for PvH (2.9 days in 2019, 2.85 days in 2020 and 2.74 days in 2021). Conclusions: The COVID-19 pandemic significantly reduced the overall number of GHRS performed in Romania in 2020 and 2021, compared to 2019. However, the private sector thrived with an actual increase in the number of cases. There was a significant lower MAP in the PvH compared to PbH throughout the three-year period.
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Affiliation(s)
- Nicolae Dragos Garofil
- Faculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Mircea Nicolae Bratucu
- Faculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Mihai Zurzu
- Faculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Vlad Paic
- Faculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Anca Tigora
- Faculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Virgiliu Prunoiu
- Faculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Alexandru Rogobete
- Faculty of Medicine, "Victor Babeș" University of Medicine and Pharmacy, 300041 Timișoara, Romania
| | - Ana Balan
- Faculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Cristian Vladescu
- National Institute of Health Services Management, 030167 Bucharest, Romania
| | - Victor Dan Eugen Strambu
- Faculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Petru Adrian Radu
- Faculty of Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania
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Vainieri M, Nuti S, Mantoan D. Does the healthcare system know what to cut under the pandemic emergency pressure? An observational study on geographic variation of surgical procedures in Italy. BMJ Open 2022; 12:e061415. [PMID: 36424104 PMCID: PMC9692139 DOI: 10.1136/bmjopen-2022-061415] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
OBJECTIVES During 2020 many countries reduced the number of elective surgeries to free up beds and cope with the COVID-19 outbreak. This situation led healthcare systems to prioritise elective interventions and reduce the overall volumes of treatments.The aim of this paper is to analyse whether the pandemic and the prioritisation policies on elective surgery were done considering the potential inappropriateness highlighted by the measurement of geographic variation. SETTING The setting of the study is acute care with a focus on elective surgical procedures. Data were analysed at the Italian regional level. PARTICIPANTS The study is observational and relies on national hospitalisation records from 2019 to 2020. The analyses refer to the 21 Italian regional health systems, using 48 917 records for 2019 and 33 821 for 2020. The surgical procedures analysed are those considered at high risk of unwarranted variation: coronary angioplasty, cholecystectomy, colectomy, knee replacement, hysterectomy, tonsillectomy, hip replacement and vein stripping. PRIMARY AND SECONDARY OUTCOME MEASURES Primary measures were the hospitalisation rate and its reduction per procedure, to understand the level of potential inappropriateness. Secondary measures were the SD and high/low ratio, to map the level of geographic variation. RESULTS For some procedures, there is a linear negative relationship (eg, tonsillectomy: ρ = -0.92, p<0.01; vein stripping: ρ = -0.93, p<0.01) between the reduction in hospitalisation and its starting point. The only two procedures for which no significant differences were registered are cholecystectomy (ρ = -0.22, p=0.31) and hysterectomy (ρ = -0.22, p=0.33). In particular, in all cases, data show that regions with higher 2019 hospitalisation rates registered a larger reduction. CONCLUSIONS The Italian data show that the pandemic seems to have led hospital managers and health professionals to cut surgical interventions more likely to be inappropriate. Hence, these findings can inform and guide the healthcare system to manage unwarranted variation when coming back to the new normal. This new starting point (lower volumes in some selected elective surgical procedures) should be used to plan elective surgical treatments that can be cancelled because of their high risk of inappropriateness.
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Affiliation(s)
- Milena Vainieri
- Management and Health Laboratory, Institute of Management, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Sabina Nuti
- Management and Health Laboratory, Institute of Management, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Domenico Mantoan
- AGENAS, Agenzia Nazionale per i Servizi Sanitari Regionali, Roma, Italy
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Van Munster JJCM, de Weerdt V, Halperin IJY, Zamanipoor Najafabadi AH, van Benthem PPG, Schoonman GG, Moojen WA, van den Hout WB, Atsma F, Peul WC. Practice Variation Research in Degenerative Lumbar Disc Surgery: A Literature Review on Design Characteristics and Outcomes. Global Spine J 2022; 12:1841-1851. [PMID: 34955052 PMCID: PMC9609525 DOI: 10.1177/21925682211064855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
STUDY DESIGN Literature review. OBJECTIVE To describe whether practice variation studies on surgery in patients with lumbar degenerative disc disease used adequate study methodology to identify unwarranted variation, and to inform quality improvement in clinical practice. Secondary aim was to describe whether variation changed over time. METHODS Literature databases were searched up to May 4th, 2021. To define whether study design was appropriate to identify unwarranted variation, we extracted data on level of aggregation, study population, and case-mix correction. To define whether studies were appropriate to achieve quality improvement, data were extracted on outcomes, explanatory variables, description of scientific basis, and given recommendations. Spearman's rho was used to determine the association between the Extreme Quotient (EQ) and year of publication. RESULTS We identified 34 articles published between 1990 and 2020. Twenty-six articles (76%) defined the diagnosis. Prior surgery cases were excluded or adjusted for in 5 articles (15%). Twenty-three articles (68%) adjusted for case-mix. Variation in outcomes was analyzed in 7 articles (21%). Fourteen articles (41%) identified explanatory variables. Twenty-six articles (76%) described the evidence on effectiveness. Recommendations for clinical practice were given in 9 articles (26%). Extreme Quotients ranged between 1-fold and 15-fold variation and did not show a significant change over time (rho= -.33, P= .09). CONCLUSIONS Practice variation research on surgery in patients with degenerative disc disease showed important limitations to identify unwarranted variation and to achieve quality improvement by public reporting. Despite the availability of new evidence, we could not observe a significant decrease in variation over time.
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Affiliation(s)
- Juliëtte J. C. M. Van Munster
- Leiden University Medical Center
(LUMC), Leiden, Netherlands,University Neurosurgical Center
Holland, Leiden University Medical
Center, the Hague Medical Center, and Haga Teaching Hospitals,
Leiden and the Hague, the Netherlands,Juliëtte J. C. M. van Munster, Department
of Otorhinolaryngology and Head and Neck Surgery, Leiden University Medical
Center, 2300 RC Leiden 2333 ZA, Netherlands.
| | - Vera de Weerdt
- Talma Institution, Vrije Universiteit
Amsterdam, the Netherlands & Amsterdam University Medical Centers,
Amsterdam, the Netherlands
| | - Ilan J. Y. Halperin
- Leiden University Medical Center
(LUMC), Leiden, Netherlands,University Neurosurgical Center
Holland, Leiden University Medical
Center, the Hague Medical Center, and Haga Teaching Hospitals,
Leiden and the Hague, the Netherlands
| | - Amir H. Zamanipoor Najafabadi
- University Neurosurgical Center
Holland, Leiden University Medical
Center, the Hague Medical Center, and Haga Teaching Hospitals,
Leiden and the Hague, the Netherlands
| | | | | | - Wouter A. Moojen
- University Neurosurgical Center
Holland, Leiden University Medical
Center, the Hague Medical Center, and Haga Teaching Hospitals,
Leiden and the Hague, the Netherlands
| | | | - Femke Atsma
- Radboud University Medical
Center/Radboud Institute for Health Sciences/Scientific Center for
Quality of Healthcare (IQ healthcare), Nijmegen, the Netherlands
| | - Wilco C. Peul
- University Neurosurgical Center
Holland, Leiden University Medical
Center, the Hague Medical Center, and Haga Teaching Hospitals,
Leiden and the Hague, the Netherlands
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Müller D, Haschtmann D, Fekete TF, Kleinstück F, Reitmeir R, Loibl M, O'Riordan D, Porchet F, Jeszenszky D, Mannion AF. Development of a machine-learning based model for predicting multidimensional outcome after surgery for degenerative disorders of the spine. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2022; 31:2125-2136. [PMID: 35834012 DOI: 10.1007/s00586-022-07306-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Revised: 05/04/2022] [Accepted: 06/24/2022] [Indexed: 01/20/2023]
Abstract
BACKGROUND It is clear that individual outcomes of spine surgery can be quite heterogeneous. When consenting a patient for surgery, it is important to be able to offer an individualized prediction regarding the likely outcome. This study used a comprehensive set of data collected over 12 years in an in-house registry to develop a parsimonious model to predict the multidimensional outcome of patients undergoing surgery for degenerative pathologies of the thoracic, lumbar or cervical spine. METHODS Data from 8374 patients (mean age 63.9 (14.9-96.3) y, 53.4% female) were used to develop a model to predict the 12-month scores for the Core Outcome Measures Index (COMI) and its subdomain scores. The data were split 80:20 into a training and test set. The top predictors were selected by applying recursive feature elimination based on LASSO cross validation models. Based on the 111 top predictors (contained within 20 variables), Ridge cross validation models were trained, validated, and tested for each of 9 outcome domains, for patients with either "Back" (thoracic/lumbar spine) or "Neck" (cervical spine) problems (total 18 models). RESULTS Among the strongest outcome predictors in most models were: preoperative scores for almost all COMI items (especially axial pain (back or neck) and peripheral pain (leg/buttock or arm/shoulder)), catastrophizing, fear avoidance beliefs, comorbidity, age, BMI, nationality, previous spine surgery, type and spinal level of intervention, number of affected levels, and surgeon seniority. The R2 of the models on the validation/test sets averaged 0.16/0.13. A preliminary online tool was programmed to present the predicted outcomes for individual patients, based on their presenting characteristics. https://linkup.kws.ch/prognostictool . CONCLUSION The models provided estimates to enable a bespoke prediction of the outcome of surgery for individual patients with varying degenerative pathologies and baseline characteristics. The models form the basis of a simple, freely-available online prognostic tool developed to improve access to and usability of prognostic information in clinical practice. It is hoped that, following confirmation of its validity and practical utility, the tool will ultimately serve to facilitate decision-making and the management of patients' expectations.
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Affiliation(s)
- D Müller
- Medcontrol AG, Liestal, Switzerland.,Spine Center Division, Department of Teaching, Research and Development, Schulthess Klinik, Lengghalde 2, 8008, Zurich, Switzerland
| | - D Haschtmann
- Department Spine Surgery and Neurosurgery, Schulthess Klinik, Zurich, Switzerland
| | - T F Fekete
- Department Spine Surgery and Neurosurgery, Schulthess Klinik, Zurich, Switzerland
| | - F Kleinstück
- Department Spine Surgery and Neurosurgery, Schulthess Klinik, Zurich, Switzerland
| | - R Reitmeir
- Department Spine Surgery and Neurosurgery, Schulthess Klinik, Zurich, Switzerland
| | - M Loibl
- Department Spine Surgery and Neurosurgery, Schulthess Klinik, Zurich, Switzerland
| | - D O'Riordan
- Spine Center Division, Department of Teaching, Research and Development, Schulthess Klinik, Lengghalde 2, 8008, Zurich, Switzerland
| | - F Porchet
- Department Spine Surgery and Neurosurgery, Schulthess Klinik, Zurich, Switzerland
| | - D Jeszenszky
- Department Spine Surgery and Neurosurgery, Schulthess Klinik, Zurich, Switzerland
| | - A F Mannion
- Spine Center Division, Department of Teaching, Research and Development, Schulthess Klinik, Lengghalde 2, 8008, Zurich, Switzerland.
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A machine learning algorithm for predicting prolonged postoperative opioid prescription after lumbar disc herniation surgery. An external validation study using 1,316 patients from a Taiwanese cohort. Spine J 2022; 22:1119-1130. [PMID: 35202784 DOI: 10.1016/j.spinee.2022.02.009] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2022] [Revised: 01/31/2022] [Accepted: 02/14/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Preoperative prediction of prolonged postoperative opioid prescription helps identify patients for increased surveillance after surgery. The SORG machine learning model has been developed and successfully tested using 5,413 patients from the United States (US) to predict the risk of prolonged opioid prescription after surgery for lumbar disc herniation. However, external validation is an often-overlooked element in the process of incorporating prediction models in current clinical practice. This cannot be stressed enough in prediction models where medicolegal and cultural differences may play a major role. PURPOSE The authors aimed to investigate the generalizability of the US citizens prediction model SORG to a Taiwanese patient cohort. STUDY DESIGN Retrospective study at a large academic medical center in Taiwan. PATIENT SAMPLE Of 1,316 patients who were 20 years or older undergoing initial operative management for lumbar disc herniation between 2010 and 2018. OUTCOME MEASURES The primary outcome of interest was prolonged opioid prescription defined as continuing opioid prescription to at least 90 to 180 days after the first surgery for lumbar disc herniation at our institution. METHODS Baseline characteristics were compared between the external validation cohort and the original developmental cohorts. Discrimination (area under the receiver operating characteristic curve and the area under the precision-recall curve), calibration, overall performance (Brier score), and decision curve analysis were used to assess the performance of the SORG ML algorithm in the validation cohort. This study had no funding source or conflict of interests. RESULTS Overall, 1,316 patients were identified with sustained postoperative opioid prescription in 41 (3.1%) patients. The validation cohort differed from the development cohort on several variables including 93% of Taiwanese patients receiving NSAIDS preoperatively compared with 22% of US citizens patients, while 30% of Taiwanese patients received opioids versus 25% in the US. Despite these differences, the SORG prediction model retained good discrimination (area under the receiver operating characteristic curve of 0.76 and the area under the precision-recall curve of 0.33) and good overall performance (Brier score of 0.028 compared with null model Brier score of 0.030) while somewhat overestimating the chance of prolonged opioid use (calibration slope of 1.07 and calibration intercept of -0.87). Decision-curve analysis showed the SORG model was suitable for clinical use. CONCLUSIONS Despite differences at baseline and a very strict opioid policy, the SORG algorithm for prolonged opioid use after surgery for lumbar disc herniation has good discriminative abilities and good overall performance in a Han Chinese patient group in Taiwan. This freely available digital application can be used to identify high-risk patients and tailor prevention policies for these patients that may mitigate the long-term adverse consequence of opioid dependence: https://sorg-apps.shinyapps.io/lumbardiscopioid/.
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The Need for Standardizing Diagnosis, Treatment and Clinical Care of Cholecystitis and Biliary Colic in Gallbladder Disease. Medicina (B Aires) 2022; 58:medicina58030388. [PMID: 35334564 PMCID: PMC8949253 DOI: 10.3390/medicina58030388] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 02/15/2022] [Accepted: 02/17/2022] [Indexed: 02/06/2023] Open
Abstract
Gallstones affect 20% of the Western population and will grow in clinical significance as obesity and metabolic diseases become more prevalent. Gallbladder removal (cholecystectomy) is a common treatment for diseases caused by gallstones, with 1.2 million surgeries in the US each year, each costing USD 10,000. Gallbladder disease has a significant impact on the logistics and economics of healthcare. We discuss the two most common presentations of gallbladder disease (biliary colic and cholecystitis) and their pathophysiology, risk factors, signs and symptoms. We discuss the factors that affect clinical care, including diagnosis, treatment outcomes, surgical risk factors, quality of life and cost-efficacy. We highlight the importance of standardised guidelines and objective scoring systems in improving quality, consistency and compatibility across healthcare providers and in improving patient outcomes, collaborative opportunities and the cost-effectiveness of treatment. Guidelines and scoring only exist in select areas of the care pathway. Opportunities exist elsewhere in the care pathway.
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10
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Sociodemographic associations of geographic variation in paediatric tonsillectomy and adenoidectomy. Sci Rep 2021; 11:15896. [PMID: 34354175 PMCID: PMC8342528 DOI: 10.1038/s41598-021-95522-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 07/15/2021] [Indexed: 11/18/2022] Open
Abstract
Geographic variation of paediatric tonsillectomy, with or without adenoidectomy, (A/T) has been described since the 1930s until today but no studies have investigated the factors associated with this variation. This study described the geographical distribution of paediatric A/T across the state of Victoria, Australia, and investigated area-level factors associated with this variation. We used linked administrative datasets capturing all paediatric A/T performed between 2010 and 2015 in Victoria. Surgery data were collapsed by patient residence to the level of Local Government Area. Regression models were used to investigate the association between likelihood of surgery and area-level factors. We found a 10.2-fold difference in A/T rates across the state, with areas of higher rates more in regional than metropolitan areas. Area-level factors associated with geographic variation of A/T were percentage of children aged 5–9 years (IRR 1.07, 95%CI 1.01–1.14, P = 0.03) and low English language proficiency (IRR 0.95, 95% CI 0.90–0.99, P = 0.03). In a sub-population analysis of surgeries in the public sector, these factors were low maternal educational attainment (IRR 1.09, 95% CI 1.02–1.16, P < 0.001) and surgical waiting time (IRR 0.99635 95% CI 0.99273–0.99997, P = 0.048). Identifying areas of focus for improvement and factors associated with geographic variation will assist in improving equitable provision of paediatric A/T and decrease variability within regions.
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11
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van Munster JJCM, Wammes JJG, Bremmer RH, Zamanipoor Najafabadi AH, Hemler RJ, Peul WC, van den Hout WB, van Benthem PPG. Regional and hospital variation in commonly performed paediatric otolaryngology procedures in the Netherlands: a population-based study of healthcare utilisation between 2016 and 2019. BMJ Open 2021; 11:e046840. [PMID: 34210728 PMCID: PMC8252878 DOI: 10.1136/bmjopen-2020-046840] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVE In the past few decades, there has been an increase in high-quality studies providing evidence on the effectiveness of commonly performed procedures in paediatric otolaryngology. We believe that now is the time to re-evaluate the care process. We aimed to analyse (1) the regional variation in incidence and referrals of adenoidectomies, tonsillectomies and ventilation tube insertions in children in the Netherlands between 2016 and 2019, (2) whether regional surgical rates, referral rates and in-hospital surgical rates were associated with one another, and (3) the hospital variation in healthcare costs, which indicates the utilisation of resources. DESIGN Repeated cross-sectional analysis. SETTING Four neighbouring Dutch provinces comprising 2.8 million inhabitants and 14 hospitals. PARTICIPANTS Children aged 0-15 years. OUTCOME MEASURES We analysed variation in regional surgical rates and referral rates per 1000 inhabitants and in-hospital surgical rates per 1000 clinic visitors, adjusted for age and socioeconomic status. Furthermore, the relationships between referral rates, regional surgical rates and in-hospital surgical rates were estimated. Lastly, variation in resource utilisation between hospitals was estimated. RESULTS Adenoidectomy rates differed sixfold between regions. Twofold differences were observed for adenotonsillectomy rates, ventilation tube insertion rates and referral rates. Referral rates were negatively associated with in-hospital surgical rates for adenotonsillectomies, but not for adenoidectomies and ventilation tube insertions. In-hospital surgical rates were positively associated with regional rates for adenoidectomies and adenotonsillectomies. Significant variation between hospitals was observed in costs for all resources. CONCLUSIONS We observed low variation in tonsillectomies and ventilation tube insertion and high variation in adenoidectomies. Indications for a tonsillectomy and ventilation tube insertion are well defined in Dutch guidelines, whereas this is not the case for an adenoidectomy. Lack of agreement on indications can be expected and high-quality effectiveness research is required to improve evidence-based guidelines on this topic.
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Affiliation(s)
- Juliëtte J C M van Munster
- Otorhinolaryngology and Head and Neck Surgery, Leiden University Medical Center, Leiden, The Netherlands
- University Neurosurgical Center Holland, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Rolf H Bremmer
- Hospital & Health Care, LOGEX, Amsterdam, The Netherlands
| | | | - Raphael J Hemler
- Otorhinolaryngology, Gelre Hospitals, Apeldoorn, The Netherlands
| | - Wilco C Peul
- University Neurosurgical Center Holland, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Peter Paul G van Benthem
- Otorhinolaryngology and Head and Neck Surgery, Leiden University Medical Center, Leiden, The Netherlands
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Mannion AF, Mariaux F, Pittet V, Steiger F, Aepli M, Fekete TF, Jeszenszky D, O'Riordan D, Porchet F. Association between the appropriateness of surgery, according to appropriate use criteria, and patient-rated outcomes after surgery for lumbar degenerative spondylolisthesis. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2021; 30:907-917. [PMID: 33575818 DOI: 10.1007/s00586-021-06725-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 12/13/2020] [Accepted: 01/06/2021] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Treatment failures in spine surgery are often attributable to poor patient selection and the application of inappropriate treatment. We used published appropriate use criteria (AUC) to evaluate the appropriateness of surgery in a large group of patients operated for lumbar degenerative spondylolisthesis (LDS) and to evaluate its association with outcome. METHODS This was a retrospective analysis of prospectively collected outcome data from patients operated in our Spine Centre, 2005-2012. Appropriateness of surgery was judged based on the AUC. Patients had completed the multidimensional Core Outcome Measures Index (COMI) before surgery and at 3 months' and 1, 2 and 5 years' follow-up (FU). RESULTS In total, 448 patients (69.8 ± 9.6 years; 323 (72%) women) were eligible for inclusion and the AUC could be applied in 393 (88%) of these. Surgery was considered appropriate (A) in 234 (59%) of the patients, uncertain/equivocal (U) in 90 (23%) and inappropriate (I) in 69 (18%). A/U patients had significantly (p < 0.05) greater improvements in COMI than I patients at each FU time point. The minimal clinically important change (MCIC) score for COMI was reached by 82% A, 76% U and 54% I patients at 1-year FU (p < 0.001, I vs A and U); the odds of achieving MCIC were 3-4 times greater in A/U patients than in I patients. CONCLUSIONS The results suggest a relationship between appropriateness of surgery for LDS and the improvements in COMI score after surgery. The findings require confirmation in prospective studies that also include a control group of non-operated patients.
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Affiliation(s)
- Anne F Mannion
- Department of Teaching, Research and Development, Spine Center Division, Schulthess Klinik, Lengghalde 2, 8008, Zurich, Switzerland.
| | - Francine Mariaux
- Department of Teaching, Research and Development, Spine Center Division, Schulthess Klinik, Lengghalde 2, 8008, Zurich, Switzerland
| | - Valérie Pittet
- Center for Primary Care and Public Health, University of Lausanne, Lausanne, Switzerland
| | - Felix Steiger
- Department of Teaching, Research and Development, Spine Center Division, Schulthess Klinik, Lengghalde 2, 8008, Zurich, Switzerland
| | - Martin Aepli
- Department of Teaching, Research and Development, Spine Center Division, Schulthess Klinik, Lengghalde 2, 8008, Zurich, Switzerland
| | - Tamás F Fekete
- Department of Teaching, Research and Development, Spine Center Division, Schulthess Klinik, Lengghalde 2, 8008, Zurich, Switzerland
| | - Dezső Jeszenszky
- Department of Teaching, Research and Development, Spine Center Division, Schulthess Klinik, Lengghalde 2, 8008, Zurich, Switzerland
| | - Dave O'Riordan
- Department of Teaching, Research and Development, Spine Center Division, Schulthess Klinik, Lengghalde 2, 8008, Zurich, Switzerland
| | - François Porchet
- Department of Teaching, Research and Development, Spine Center Division, Schulthess Klinik, Lengghalde 2, 8008, Zurich, Switzerland
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The impact of new evidence on regional variation in paediatric tonsillectomy and adenoidectomy: a historical review. The Journal of Laryngology & Otology 2021; 134:1036-1043. [PMID: 33431080 DOI: 10.1017/s002221512000273x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Tonsillectomy and adenoidectomy have been among the most commonly performed procedures in children for approximately 100 years. These procedures were the first for which unwarranted regional variation was discovered, in 1938. Indications for these procedures have become stricter over time, which might have reduced regional practice variation. METHODS This paper presents a historical review on practice variation in paediatric tonsillectomy and adenoidectomy rates. Data on publication year, region, level of variation, methodology and outcomes were collected. RESULTS Twenty-one articles on practice variation in paediatric tonsil surgery were included, with data from 12 different countries. Significant variation was found throughout the years, although a greater than 10-fold variation was observed only in the earliest publications. CONCLUSION No evidence has yet been found that better indications for tonsillectomy and adenoidectomy have reduced practice variation. International efforts are needed to reconsider why we are still unable to tackle this variation.
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Latenstein CSS, Thunnissen FM, Harker M, Groenewoud S, Noordenbos MW, Atsma F, de Reuver PR. Variation in practice and outcomes after inguinal hernia repair: a nationwide observational study. BMC Surg 2021; 21:45. [PMID: 33472620 PMCID: PMC7816298 DOI: 10.1186/s12893-020-01030-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 12/22/2020] [Indexed: 11/11/2022] Open
Abstract
Background Inguinal hernia repair has often been used as a showcase to illustrate practice variation in surgery. This study determined the degree of hospital variation in proportion of patients with an inguinal hernia undergoing operative repair and the effect of this variation on clinical outcomes. Methods A nationwide, longitudinal, database study was performed in all hospitals in the Netherlands between 2013 and 2015. Patients with inguinal hernias were collected from the Diagnosis-Related-Group (DRG) database. The case-mix adjusted operation rate in patients with a new DRG determines the observed variation. Hospital variation in case-mix adjusted inguinal hernia repair-rates was calculated per year. Clinical outcomes after surgery were compared between hospitals with high and low adjusted operation-rates. Results In total, 95,637 patients were included. The overall operation rate was 71.6%. In 2013–2015, the case-mix adjusted performance of inguinal hernia repairs in hospitals with high rates was 1.6–1.9 times higher than in hospitals with low rates. Moreover, in hospitals with high adjusted rates of inguinal hernia repair the time to surgery was shorter, more laparoscopic procedures were performed, less emergency department visits were recorded post-operatively, while more emergency department visits were recorded when patients were treated conservatively compared to hospitals with low adjusted operation rates. Conclusion Hospital variation in inguinal hernia repair in the Netherlands is modest, operation-rates vary by less than two-fold, and variation is stable over time. Hernia repair in hospitals with high adjusted rates of inguinal hernia repair are associated with improved outcomes.
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Affiliation(s)
- Carmen S S Latenstein
- Department of Surgery, Radboud University Medical Centre Nijmegen, Geert Grooteplein 10, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Floris M Thunnissen
- Department of Surgery, Radboud University Medical Centre Nijmegen, Geert Grooteplein 10, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Mitchell Harker
- Department of Surgery, Radboud University Medical Centre Nijmegen, Geert Grooteplein 10, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Stef Groenewoud
- Scientific Institute for Quality of Healthcare (IQ Healthcare), Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Mark W Noordenbos
- Scientific Institute for Quality of Healthcare (IQ Healthcare), Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Femke Atsma
- Scientific Institute for Quality of Healthcare (IQ Healthcare), Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Philip R de Reuver
- Department of Surgery, Radboud University Medical Centre Nijmegen, Geert Grooteplein 10, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.
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15
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A Method for Examining Geographic Variation When Denominators Are Unknown, Populations Vary, and Time is of the Essence: Back Surgery as an Example. Spine (Phila Pa 1976) 2020; 45:E1699-E1702. [PMID: 33231946 DOI: 10.1097/brs.0000000000003717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
: Level of Evidence: 3.
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16
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Latenstein CSS, Wennmacker SZ, Groenewoud S, Noordenbos MW, Atsma F, de Reuver PR. Hospital Variation in Cholecystectomies in The Netherlands: A Nationwide Observational Study. Dig Surg 2020; 37:488-494. [PMID: 32937632 DOI: 10.1159/000510503] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Accepted: 07/02/2020] [Indexed: 02/05/2023]
Abstract
BACKGROUND Practice variation generally raises concerns about the quality of care. This study determined the longitudinal degree of hospital variation in proportion of patients with gallstone disease undergoing cholecystectomy, while adjusted for case-mix, and the effect on clinical outcomes. METHODS A nationwide, longitudinal, database study was performed in all hospitals in the Netherlands in 2013-2015. Patients with gallstone disease were collected from the diagnosis-related group database. Hospital variation in case-mix-adjusted cholecystectomy rates was calculated per year. Clinical outcomes after cholecystectomy were compared between hospitals in the lowest/highest 20th percentile of the distribution of adjusted cholecystectomy rates in all 3 subsequent years. RESULTS In total, 96,673 patients with gallstones were included. The cholecystectomy rate was 73.6%. In 2013-2015, the case-mix-adjusted performance of cholecystectomies was in hospitals with high rates 1.5-1.6 times higher than in hospitals with low rates. Hospitals with a high adjusted cholecystectomy rate had a higher laparoscopy rate, shorter time to surgery, and less emergency department visits after a cholecystectomy compared to hospitals with a low-adjusted cholecystectomy rate. CONCLUSION Hospital variation in cholecystectomies in the Netherlands is modest, cholecystectomy rates varies by <2-fold, and variation is stable over time. Cholecystectomies in hospitals with high adjusted cholecystectomy rates are associated with improved outcomes.
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Affiliation(s)
- Carmen S S Latenstein
- Department of Surgery, Radboud University Medical Centre Nijmegen, Nijmegen, The Netherlands
| | - Sarah Z Wennmacker
- Department of Surgery, Radboud University Medical Centre Nijmegen, Nijmegen, The Netherlands
| | - Stef Groenewoud
- Scientific Institute for Quality of Healthcare (IQ healthcare), Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Mark W Noordenbos
- Scientific Institute for Quality of Healthcare (IQ healthcare), Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Femke Atsma
- Scientific Institute for Quality of Healthcare (IQ healthcare), Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Philip R de Reuver
- Department of Surgery, Radboud University Medical Centre Nijmegen, Nijmegen, The Netherlands,
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Kembou Nzale S, Weeks WB, Ouafik L, Rouquette I, Beau-Faller M, Lemoine A, Bringuier PP, Le Coroller Soriano AG, Barlesi F, Ventelou B. Inequity in access to personalized medicine in France: Evidences from analysis of geo variations in the access to molecular profiling among advanced non-small-cell lung cancer patients: Results from the IFCT Biomarkers France Study. PLoS One 2020; 15:e0234387. [PMID: 32609781 PMCID: PMC7329126 DOI: 10.1371/journal.pone.0234387] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 05/26/2020] [Indexed: 11/19/2022] Open
Abstract
In this article, we studied geographic variation in the use of personalized genetic testing for advanced non-small cell lung cancer (NSCLC) and we evaluated the relationship between genetic testing rates and local socioeconomic and ecological variables. We used data on all advanced NSCLC patients who had a genetic test between April 2012 and April 2013 in France in the frame of the IFCT Biomarqueurs-France study (n = 15814). We computed four established measures of geographic variation of the sex-adjusted rates of genetic testing utilization at the "départment" (the French territory is divided into 94 administrative units called 'départements') level. We also performed a spatial regression model to determine the relationship between département-level sex-adjusted rates of genetic testing utilization and economic and ecological variables. Our results are the following: (i) Overall, 46.87% lung cancer admission patients obtained genetic testing for NSCLC; département-level utilization rates varied over 3.2-fold. Measures of geographic variation indicated a relatively high degree of geographic variation. (ii) there was a statistically significant relationship between genetic testing rates and per capita supply of general practitioners, radiotherapists and surgeons (negative correlation for the latter); lower genetic testing rates were also associated with higher local poverty rates. French policymakers should pursue effort toward deprived areas to obtain equal access to personalized medicine for advanced NSCLC patients.
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Affiliation(s)
- Samuel Kembou Nzale
- Aix-Marseille Univ., CNRS, EHESS, Centrale Marseille, AMSE, Marseille, France
| | - William B. Weeks
- The Dartmouth Institute for Health Policy and Clinical Practice, Williamson Translational Building, DHMC, Lebanon, NH, United States of America
| | - L’Houcine Ouafik
- Assistance Publique Hôpitaux de Marseille, Service de Transfert d'Oncologie Biologique, Aix-Marseille Univ, Marseille, France
| | - Isabelle Rouquette
- Institut Universitaire du Cancer de Toulouse, Oncopôle, Service d'Anatomie Pathologique, Toulouse, France
| | - Michèle Beau-Faller
- Centre Hospitalier Universitaire de Hautepierre, Laboratoire de Biochimie et de Biologie Moléculaire & Plate-forme de Génomique des Cancers, Strasbourg, France
| | - Antoinette Lemoine
- Assistance Publique-Hôpitaux de Paris, Groupe Hospitalier des Hôpitaux Universitaires Paris-Sud, Service d'Oncogénétique- Oncomolpath, Université Paris 11, Villejuif, France
| | - Pierre-Paul Bringuier
- Hôpital Edouard Herriot, Service d'Anatomie et de Cytologie Pathologique, Hospices Civils de Lyon, Université Claude Bernard Lyon 1, Lyon Cancer Research Center, UMR 1057 INSERM, Lyon, France
| | - Anne-Gaëlle Le Coroller Soriano
- Mixed Research Unit 912, Institute of Research and Development, National Institute of Health and Medical Research, Paoli Calmettes Institute, Aix-Marseille University, Marseille, France
- * E-mail:
| | - Fabrice Barlesi
- Assistance Publique Hôpitaux de Marseille, Multidisciplinary Oncology and Therapeutic Innovations Department, Aix-Marseille Univ, Centre d'Investigation Clinique, Marseille, France
| | - Bruno Ventelou
- Aix-Marseille Univ., CNRS, EHESS, Centrale Marseille, AMSE, Marseille, France
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Abstract
OBJECTIVE To explore geographic variations in Irish laparoscopic and open appendectomy procedures. DESIGN Analysis based on 2014-2017 administrative hospital data from public hospitals. SETTING Counties of Ireland. PARTICIPANTS Irish residents with hospital admissions for an appendectomy as the principal procedure. MAIN OUTCOME MEASURES Age and gender standardised laparoscopic and open appendectomy rates for 26 counties. Geographic variation measured with the extremal quotient (EQ), coefficient of variation (CV) and the systematic component of variation (SCV). RESULTS 23 684 appendectomies were included. 77.6% (n= 18,387) were performed laparoscopically. An EQ of 8.3 for laparoscopy and 10.0 for open appendectomy was determined. A high CV was demonstrated with a value of 36.7 and 80.8 for laparoscopic and open appendectomy, respectively. An SCV of 14.2 and 124.8 for laparoscopic and open appendectomy was observed. A wider variation was determined when children and adults were assessed separately. CONCLUSIONS The geographic distribution in rates of appendectomy varies considerably across Irish counties. Our data suggest that a patient's likelihood of undergoing a laparoscopic or open appendectomy is associated with their county of residence.
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Affiliation(s)
- Ola Ahmed
- General Surgery, Wexford General Hospital, Wexford, Ireland
| | - Ken Mealy
- General and Colorectal Surgery, Wexford General Hospital, Wexford, Ireland
| | - Jan Sorensen
- Healthcare Outcomes Research Centre, Royal College of Surgeons in Ireland, Dublin, Ireland
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Geographic variation in inpatient costs for Acute Myocardial Infarction care: Insights from Italy. Health Policy 2019; 123:449-456. [PMID: 30902531 DOI: 10.1016/j.healthpol.2019.01.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2017] [Revised: 01/18/2019] [Accepted: 01/19/2019] [Indexed: 01/02/2023]
Abstract
Geographic variations in healthcare expenditures have been widely reported within and between countries. Nevertheless, empirical evidence on the role of organizational factors and care systems in explaining these variations is still needed. This paper aims at assessing the regional differences in hospital spending for patients hospitalized for Acute Myocardial Infarction (AMI) in Tuscany and Lombardy regions (Italy), which rank high in terms of care quality and that have been, at least until 2016, characterized by quite different governance systems. Generalized linear models are performed to estimate index, 30-day and one-year hospitalization spending adjusted for baseline covariates. A two-part model is used to estimate 31-365 day expenditure. Adjusted hospital spending for AMI patients were significantly higher in Lombardy compared with Tuscany. In Lombardy, patients experienced higher re-hospitalizations in the 31-365 days and longer length of stays than in Tuscany. On the other hand, no significant regional differences in adjusted mortality rates at both acute and longer phases were found. Comparing two regional healthcare systems which mainly differ in both the reimbursement systems and the level of integration between hospital and community services provides insights into factors potentially contributing to regional variations in spending and, therefore, in areas for efficiency improvement.
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Ahmed O, Mealy K, Kelliher G, Keane F, Sorensen J. Exploring geographical variation in access to general surgery in Ireland: Evidence from a national study. Surgeon 2019; 17:139-145. [PMID: 30709680 DOI: 10.1016/j.surge.2018.12.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Revised: 12/15/2018] [Accepted: 12/29/2018] [Indexed: 10/27/2022]
Abstract
BACKGROUND Improving the equity of surgical services is an important objective of all clinical programmes both local and overseas. Variations in access to care threaten to dismantle the structural paradigm of any health service and such information can aid in promoting quality and access to surgical services. The aim of this study was to explore the geographical variation in the utilisation of common general surgical procedures in Ireland as a measure of the population's access to surgical interventions. METHODS Age- and gender-standardized rates for 6 common general surgical procedures were calculated for 28 geographic areas (counties) in the Republic of Ireland using data from the national Hospital Inpatient Enquiry System. Standard statistical indicators (systematic component of variation, coefficient of variation and extremal quotient) were used to measure the extent of regional variation. RESULTS A total of 998,406 episodes of hospital care were included in the analysis. Large variation in utilisation was present between the studied counties; CV > 0.3 (range 19.4-31.2), SCV > 5 (range 5.2-14.6). Most procedures were utilised at substantially higher rates outside the larger cities (Dublin, Galway, Waterford). CONCLUSION Variations stemming from inefficient and unequal access are important components and markers of modern health systems and should be minimal. County of residence appears to have a clear influence on a patients' inaccessibility to certain interventions. Our findings imply a need for improved access at a regional level by facilitating the integration of public policies and promoting services at the appropriate settings.
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Affiliation(s)
- Ola Ahmed
- Department of General Surgery, Wexford General Hospital, Wexford, Ireland.
| | - Ken Mealy
- Department of General Surgery, Wexford General Hospital, Wexford, Ireland; National Clinical Programme in Surgery, Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Gerry Kelliher
- National Clinical Programme in Surgery, Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Frank Keane
- National Clinical Programme in Surgery, Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Jan Sorensen
- Healthcare Research Outcomes Centre, Royal College of Surgeons in Ireland, Dublin 2, Ireland
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Wennmacker SZ, van Dijk AH, Drenth JPH, Donkervoort SC, Boerma D, Westert GP, van Laarhoven CJHM, Boermeester MA, Dijkgraaf MGW, de Reuver PR. Statistical analysis plan of a randomized controlled trial to compare a restrictive strategy to usual care for the effectiveness of cholecystectomy (SECURE trial). Trials 2018; 19:604. [PMID: 30390706 PMCID: PMC6215646 DOI: 10.1186/s13063-018-2989-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Accepted: 10/16/2018] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Cholecystectomy is the preferred treatment for symptomatic cholecystolithiasis. However, persistent pain after cholecystectomy for symptomatic cholecystolithiasis is reported in up to 40% of patients. The aim of the SECURE trial is to compare the effectiveness of usual care with a restrictive strategy using a standardized work-up with stepwise selection for cholecystectomy in patients with gallstones and abdominal complaints. The SECURE trial is designed as a multicenter, randomized, parallel-arm, non-inferiority trial in patients with abdominal symptoms and ultrasound-proven gallstones or sludge. Randomization was performed to either usual care (standard practice, according to the physician's knowledge and experience, and physician's and patient's preference) or a restrictive standardized strategy: treated with interval evaluation and stepwise selection for laparoscopic cholecystectomy based on fulfilment of pre-specified criteria. This article presents in detail the statistical analysis plan (SAP) of this trial and was submitted before outcomes were available to the investigators. RESULTS The primary end point of this trial is defined as the proportion of patients being pain-free at 12 months' follow-up. Pain will be assessed with the Izbicki Pain Score. Secondary endpoints will be the proportion of patients with complications due to gallstones or cholecystectomy, quality of life, the association between the patients' symptoms and treatment, work performance, and cost-effectiveness. DISCUSSION The data from the SECURE trial will provide evidence whether or not a restrictive strategy in patients with symptomatic cholecystolithiasis is associated with similar patient reported outcomes and a reduction in the number of cholecystectomies compared to usual care. The data from this trial will be analyzed according to this pre-specified SAP. TRIAL REGISTRATION The Netherlands National Trial Register NTR4022 . Registered on 5 June 2013.
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Affiliation(s)
- Sarah Z Wennmacker
- Department of Surgery, Radboud University Medical Centre, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Aafke H van Dijk
- Department of Surgery, Academic Medical Centre, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - Joost P H Drenth
- Gastroenterology and Hepatology, Radboud University Medical Centre, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Sandra C Donkervoort
- Department of Surgery, Onze Lieve Vrouwe Gasthuis, Oosterpark 9, 1091 AC, Amsterdam, The Netherlands
| | - Djamila Boerma
- Department of Surgery, St. Antonius Hospital, Koekoekslaan 1, 3435 CM, Nieuwegein, The Netherlands
| | - Gert P Westert
- Department of IQ healthcare, Radboud University Medical Centre, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | | | - Marja A Boermeester
- Department of Surgery, Academic Medical Centre, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - Marcel G W Dijkgraaf
- Clinical Research Unit, Academic Medical Centre, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - Philip R de Reuver
- Department of Surgery, Radboud University Medical Centre, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.
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22
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Kasumova GG, Eskander MF, de Geus SWL, Neto MM, Tabatabaie O, Ng SC, Miksad RA, Mahadevan A, Rodrigue JR, Tseng JF. Regional variation in the treatment of pancreatic adenocarcinoma: Decreasing disparities with multimodality therapy. Surgery 2017; 162:275-284. [PMID: 28487044 DOI: 10.1016/j.surg.2017.03.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Revised: 02/22/2017] [Accepted: 03/02/2017] [Indexed: 12/28/2022]
Abstract
BACKGROUND Survival in pancreatic cancer remains poor with curative potential dependent on operative resection. We reviewed national adherence to practice guidelines to evaluate regional variation in the treatment and survival of patients with pancreatic cancer. METHODS Retrospective cohort review of adults with pancreatic adenocarcinoma using the National Cancer Data Base from 2006 to 2013. Overall survival was compared by the Kaplan-Meier method and Cox proportional hazards models. Sequential multivariate logistic regression models were generated for odds of: a) diagnosis in stage I/II, b) resection, and c) receipt of multimodality therapy, defined as operative resection plus chemotherapy with or without radiation. Five geographic regions of the United States were used for analyses. RESULTS A total of 115,952 patients were identified. At least 22% of patients in all stages received no treatment, with only 38.4% and 32.3% of stage I and II patients receiving multimodality therapy. On unadjusted analysis, the Northeast had the greatest survival for all stages of disease, most pronounced for stage I where patients lived 2 to 3 more months (log-rank P < .0001). While adjusted odds of early diagnosis and resection were comparable or greater across regions relative to the Northeast, patients who underwent resection in the Northeast were significantly more likely to receive multimodality therapy. Multivariate Cox modeling for patients receiving multimodality therapy accounted for differences in 3 of 4 remaining regions. CONCLUSION Regional variations exist in pancreatic cancer treatment and survival. While providing multimodality cancer-directed therapy can help mitigate these differences, survival with pancreatic cancer needs to be interpreted in the context of overall health, underlying risk factors, and life expectancy.
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Affiliation(s)
- Gyulnara G Kasumova
- Surgical Outcomes Analysis & Research, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Mariam F Eskander
- Surgical Outcomes Analysis & Research, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Susanna W L de Geus
- Surgical Outcomes Analysis & Research, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Mario Matiotti Neto
- Surgical Outcomes Analysis & Research, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Omidreza Tabatabaie
- Surgical Outcomes Analysis & Research, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Sing Chau Ng
- Surgical Outcomes Analysis & Research, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Rebecca A Miksad
- Department of Medicine, Division of Hematology/Oncology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Anand Mahadevan
- Department of Radiation Oncology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - James R Rodrigue
- Surgical Outcomes Analysis & Research, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Jennifer F Tseng
- Surgical Outcomes Analysis & Research, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA.
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23
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van Dijk AH, de Reuver PR, Besselink MG, van Laarhoven KJ, Harrison EM, Wigmore SJ, Hugh TJ, Boermeester MA. Assessment of available evidence in the management of gallbladder and bile duct stones: a systematic review of international guidelines. HPB (Oxford) 2017; 19:297-309. [PMID: 28117228 DOI: 10.1016/j.hpb.2016.12.011] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Revised: 11/30/2016] [Accepted: 12/03/2016] [Indexed: 12/12/2022]
Abstract
BACKGROUND Gallstone disease is a frequent disorder in the Western world with a prevalence of 10-20%. Recommendations for the assessment and management of gallstones vary internationally. The aim of this systematic review was to assess quality of guideline recommendations for treatment of gallstones. METHODS PubMed, EMBASE and websites of relevant associations were systematically searched. Guidelines without a critical appraisal of literature were excluded. Quality of guidelines was determined using the AGREE II instrument. Recommendations without consensus or with low level of evidence were considered to define problem areas and clinical research gaps. RESULTS Fourteen guidelines were included. Overall quality of guidelines was low, with a mean score of 57/100 (standard deviation 19). Five of 14 guidelines were considered suitable for use in clinical practice without modifications. Ten recommendations from all included guidelines were based on low level of evidence and subject to controversy. These included major topics, such as definition of symptomatic gallstones, indications for cholecystectomy and intraoperative cholangiography. CONCLUSION Only five guidelines on gallstones are evidence-based and of a high quality, but even in these controversy exists on important topics. High quality evidence is needed in specific areas before an international guideline can be developed and endorsed worldwide.
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Affiliation(s)
- Aafke H van Dijk
- Department of Surgery, Academical Medical Center, Amsterdam, The Netherlands.
| | - Philip R de Reuver
- Department of Surgery, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marc G Besselink
- Department of Surgery, Academical Medical Center, Amsterdam, The Netherlands
| | - Kees J van Laarhoven
- Department of Surgery, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Ewen M Harrison
- Clinical Surgery, University of Edinburgh, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Stephen J Wigmore
- Clinical Surgery, University of Edinburgh, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Tom J Hugh
- Upper GI Surgical Unit, Royal North Shore Hospital, University of Sydney, Australia
| | - Marja A Boermeester
- Department of Surgery, Academical Medical Center, Amsterdam, The Netherlands
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24
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Groeben C, Koch R, Baunacke M, Wirth MP, Huber J. Robots drive the German radical prostatectomy market: a total population analysis from 2006 to 2013. Prostate Cancer Prostatic Dis 2016; 19:412-416. [DOI: 10.1038/pcan.2016.34] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2016] [Revised: 06/06/2016] [Accepted: 07/04/2016] [Indexed: 12/12/2022]
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25
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de Reuver PR, van Dijk AH, Wennmacker SZ, Lamberts MP, Boerma D, den Oudsten BL, Dijkgraaf MGW, Donkervoort SC, Roukema JA, Westert GP, Drenth JPH, van Laarhoven CJH, Boermeester MA. A randomized controlled trial to compare a restrictive strategy to usual care for the effectiveness of cholecystectomy in patients with symptomatic gallstones (SECURE trial protocol). BMC Surg 2016; 16:46. [PMID: 27411788 PMCID: PMC4944479 DOI: 10.1186/s12893-016-0160-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2016] [Accepted: 06/10/2016] [Indexed: 01/05/2023] Open
Abstract
Background Five to 22 % of the adult Western population has gallstones. Among them, 13 to 22 % become symptomatic during their lifetime. Cholecystectomy is the preferred treatment for symptomatic cholecystolithiasis. Remarkably, cholecystectomy provides symptom relief in only 60-70 % of patients. The objective of this trial is to compare the effectiveness of usual (operative) care with a restrictive strategy using a standardized work-up with stepwise selection for cholecystectomy in patients with gallstones and abdominal complaints. Design and methods The SECURE-trial is designed as a multicenter, randomized, parallel-arm, non-inferiority trial in patients with abdominal symptoms and ultrasound proven gallstones or sludge. If patients meet the inclusion criteria they will be randomized to either usual care or the restrictive strategy. Patients in the usual care group will be treated according to the physician’s knowledge and preference. Patients in the restrictive care group will be treated with interval evaluation and stepwise selection for laparoscopic cholecystectomy. In this stepwise selection, patients strictly meeting the preselected criteria for symptomatic cholecystolithiasis will be offered a cholecystectomy. Patients not meeting these criteria will be assessed for other diagnoses and re-evaluated at 3-monthly intervals. Follow-up consists of web-based questionnaires at 3, 6, 9 and 12 months. The main end point of this trial is defined as the proportion of patients being pain-free at 12 months follow-up. Pain will be assessed with the Izbicki Pain Score and Gallstone Symptom Score. Secondary endpoints will be the proportion of patients with complications due to gallstones or cholecystectomy, the association between the patients’ symptoms and treatment and work performance, and ultimately, cost-effectiveness. Discussion The SECURE trial is the first randomized controlled trial examining the effectiveness of usual care versus restrictive care in patients with symptomatic gallstones. The outcome of this trial will inform clinicians whether a more restrictive strategy can minimize persistent pain in post-operative patients at least as good as usual care does, but at a lower cholecystectomy rate. (The Netherlands National Trial Register NTR4022, 17th December 2012) Trial registration The Netherlands National Trial Register NTR4022 http://www.zonmw.nl/nl/projecten/project-detail/scrutinizing-inefficient-use-of-cholecystectomy-a-randomized-trial-concerning-variation-in-practi/samenvatting/
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Affiliation(s)
- P R de Reuver
- Department of Surgery, Radboud University Medical Centre, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.
| | - A H van Dijk
- Department of Surgery, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - S Z Wennmacker
- Department of Surgery, Radboud University Medical Centre, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - M P Lamberts
- Department of Gastroenterology, Hepatology, Radboud University Medical Centre, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - D Boerma
- Department of Surgery, St. Antonius Hospital, Koekoekslaan 1, 3435 CM, Nieuwegein, The Netherlands
| | - B L den Oudsten
- Department of Medical and Clinical Psychology, Tilburg University, P.O. Box 90153, 5000 LE, Tilburg, The Netherlands
| | - M G W Dijkgraaf
- Clinical Research Unit, Academic Medical Centre, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - S C Donkervoort
- Department of Surgery, Onze Lieve Vrouwe Gasthuis, Oosterpark 9, 1091 AC, Amsterdam, The Netherlands
| | - J A Roukema
- Department of Medical and Clinical Psychology, Tilburg University, P.O. Box 90153, 5000 LE, Tilburg, The Netherlands.,Department of Surgery, St. Elisabeth Tweesteden Hospital, Hilvarenbeekseweg 60, 5022 GC, Tilburg, The Netherlands
| | - G P Westert
- Department of IQ Healthcare, Radboud University Medical Centre, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - J P H Drenth
- Department of Gastroenterology, Hepatology, Radboud University Medical Centre, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - C J H van Laarhoven
- Department of Surgery, Radboud University Medical Centre, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - M A Boermeester
- Department of Surgery, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
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26
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Weeks WB, Ventelou B, Paraponaris A. Rates of admission for ambulatory care sensitive conditions in France in 2009-2010: trends, geographic variation, costs, and an international comparison. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2016; 17:453-70. [PMID: 25951924 DOI: 10.1007/s10198-015-0692-y] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2014] [Accepted: 04/15/2015] [Indexed: 05/27/2023]
Abstract
BACKGROUND Admissions for ambulatory care sensitive conditions (ACSCs) are considered preventable and indicators of poor access to primary care. We wondered whether per-capita rates of admission for ACSCs in France demonstrated geographic variation, were changing, were related to other independent variables, or were comparable to those in other countries; further, we wanted to quantify the resources such admissions consume. METHODS We calculated per-capita rates of admission for five categories (chronic, acute, vaccination preventable, alcohol-related, and other) of ACSCs in 94 departments in mainland France in 2009 and 2010, examined measures and causes of geographic variation in those rates, computed the costs of those admissions, and compared rates of admission for ACSCs in France to those in several other countries. RESULTS The highest ACSC admission rates generally occurred in the young and the old, but rates varied across French regions. Over the 2-year period, rates of most categories of ACSCs increased; higher ACSC admission rates were associated with lower incomes and a higher supply of hospital beds. We found that the local supply of general practitioners was inversely associated with rates of chronic and total ACSC admission rates, but that this relationship disappeared if we accounted for patients' use of general practitioners in neighboring departments. ACSC admissions cost 4.755 billion euros in 2009 and 5.066 billion euros in 2010; they consumed 7.86 and 8.74 million bed days of care, respectively. France had higher rates of ACSC admissions than most other countries examined. CONCLUSIONS Because admissions for ACSCs are generally considered a failure of outpatient care, cost French taxpayers substantial monetary and hospital resources, and appear to occur more frequently in France than in other countries, policymakers should prioritize targeted efforts to reduce them.
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Affiliation(s)
- William B Weeks
- , 35 Centerra Parkway, Lebanon, NH, 03766, USA.
- The Geisel School of Medicine at Dartmouth, Hanover, USA.
- The Aix-Marseille School of Economics, Marseille, France.
| | - Bruno Ventelou
- SESSTIM, UMR 912, INSERM-IRD-Aix-Marseille Université, Marseille, France
- The Aix-Marseille School of Economics, Marseille, France
| | - Alain Paraponaris
- SESSTIM, UMR 912, INSERM-IRD-Aix-Marseille Université, Marseille, France
- The Aix-Marseille School of Economics, Marseille, France
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27
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Abstract
An experienced vascular surgeon, Dr Al Wright, specializing in venous disease, often sees self-referred patients seeking second opinions primarily for ablation therapy and is deeply disturbed at what he finds. Some patients have no reflux on ultrasound examination and, thus, no treatment is indicated. Others were told they need a ludicrous three to seven ablations in each leg where only one or at most two are needed. Several advertise their services in the media. Dr Wright asked esteemed colleagues from the American Venous Forum what they recommended and they suggested sending a copy of his consultation to the first consultant with the goal of shaming him. He also notified the state medical board 2 years ago about one egregious repeat offender, without action. What should he do? A. Do as suggested, send your consult along with a harsh letter. B. Do nothing. It is none of your business. C. Notify the state medical board, again. D. Notify the insurance companies and regulators. E. There is no good venue to deal with the problem.
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Affiliation(s)
- James W Jones
- The Center for Medical Ethics and Health Policy, Baylor College of Medicine, Houston, Tex.
| | - Laurence B McCullough
- The Center for Medical Ethics and Health Policy, Baylor College of Medicine, Houston, Tex
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