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Van Deynse H, Cools W, Depreitere B, Hubloue I, Ilunga Kazadi C, Kimpe E, Pien K, Van Belleghem G, Putman K. Traumatic brain injury hospitalizations in Belgium: A brief overview of incidence, population characteristics, and outcomes. Front Public Health 2022; 10:916133. [PMID: 36003627 PMCID: PMC9393642 DOI: 10.3389/fpubh.2022.916133] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 07/18/2022] [Indexed: 11/28/2022] Open
Abstract
Background There is a need for complete and accurate epidemiological studies for traumatic brain injury (TBI). Secondary use of administrative data can provide country-specific population data across the full spectrum of disease. Aim This study aims to provide a population-based overview of Belgian TBI hospital admissions as well as their health-related and employment outcomes. Methods A combined administrative dataset with deterministic linkage at individual level was used to assess all TBI hospitalizations in Belgium during the year 2016. Discharge data were used for patient selection and description of injuries. Claims data represented the health services used by the patient and health-related follow-up beyond hospitalization. Finally, social security data gave insight in changes to employment situation. Results A total of 17,086 patients with TBI were identified, with falls as the predominant cause of injury. Diffuse intracranial injury was the most common type of TBI and 53% had injuries to other body regions as well. In-hospital mortality was 6%. The median length of hospital stay was 2 days, with 20% being admitted to intensive care and 28% undergoing surgery. After hospitalization, 23% had inpatient rehabilitation. Among adults in the labor force pre-injury, 72% of patients with mild TBI and 59% with moderate-to-severe TBI returned to work within 1 year post-injury. Discussion Administrative data are a valuable resource for population research. Some limitations need to be considered, however, which can in part be overcome by enrichment of administrative datasets with other data sources such as from trauma registries.
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Affiliation(s)
- Helena Van Deynse
- Interuniversity Centre of Health Economics Research, Vrije Universiteit Brussel, Brussels, Belgium
- *Correspondence: Helena Van Deynse
| | - Wilfried Cools
- Interfaculty Center Data Processing and Statistics, Vrije Universiteit Brussel, Brussels, Belgium
| | - Bart Depreitere
- Department of Neurosurgery, Universitair Ziekenhuis Leuven, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Ives Hubloue
- Department of Emergency Medicine, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, Brussels, Belgium
| | - Carl Ilunga Kazadi
- Interuniversity Centre of Health Economics Research, Vrije Universiteit Brussel, Brussels, Belgium
| | - Eva Kimpe
- Interuniversity Centre of Health Economics Research, Vrije Universiteit Brussel, Brussels, Belgium
| | - Karen Pien
- Department of Medical Registration, Universitair Ziekenhuis Brussel, Brussels, Belgium
| | - Griet Van Belleghem
- Interuniversity Centre of Health Economics Research, Vrije Universiteit Brussel, Brussels, Belgium
| | - Koen Putman
- Interuniversity Centre of Health Economics Research, Vrije Universiteit Brussel, Brussels, Belgium
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Payne M, Bacal V, Nguyen V, Baier K, Gratton SM, Khair S, Medor MC, Mercier S, Choudhry AJ, Chen I. A Validation of Hysterectomy Procedural Codes in the Canadian Institutes for Health Information Discharge Abstract Database. JOURNAL OF OBSTETRICS AND GYNAECOLOGY CANADA 2021; 44:353-358. [PMID: 34767982 DOI: 10.1016/j.jogc.2021.10.018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 10/20/2021] [Accepted: 10/21/2021] [Indexed: 10/19/2022]
Abstract
OBJECTIVE The Canadian Institute of Health Information (CIHI) Discharge Abstract Database (DAD) is the main source of routinely collected data for gynaecologic surgery in Canada and is increasingly used for research. These data are prone to error as they were originally collected for administrative purposes, and they therefore should be validated for clinical research. The objective of this study was to validate hysterectomy codes from the DAD at a single institution. METHODS This was a retrospective observational study using an existing hospital database. We obtained a consecutive sample of all gynaecologic procedures performed at The Ottawa Hospital from April 2016 to March 2017 using the DAD. Patient data, including diagnosis, procedure type, concomitant procedure, and surgical approach, were reabstracted from records. These data were compared with the DAD Canadian Classification of Health Interventions (CCI) codes using sensitivity, specificity, positive predictive value (PPV), and κ coefficient with associated 95% confidence intervals (CIs). RESULTS Of 1068 gynaecologic procedures, 639 hysterectomies were performed: 39.2% vaginally, 35.4% laparoscopically, and 25.4% abdominally. Median patient age was 46 years (IQR 41-54 y). The κ, sensitivity, specificity, and PPV for all hysterectomies were 0.92 (95% CI 0.90-0.95), 95.1% (95% CI 93.2-96.7), 97.9% (95% CI 96.6-99.3), and 98.5% (95% CI 97.6-99.5), respectively. The κ coefficients for vaginal, laparoscopic, and abdominal hysterectomy were 0.91 (95% CI 0.88-0.94), 0.92 (95% CI 0.89-0.95), and 0.92 (95% CI 0.89-0.95), respectively. Agreement for sub-total hysterectomy and bilateral salpingectomy with oophorectomy was excellent, with κ exceeding 0.80. The level of agreement for salpingectomy alone was poor, though specificity and PPV were high. CONCLUSIONS Our study suggests that hysterectomy-associated CCI codes in CIHI's DAD have a high level of validity for clinical research purposes.
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Affiliation(s)
- Magdalene Payne
- Department of Obstetrics and Gynecology, University of Ottawa, 022-501 Smyth Rd, Ottawa ON, K1H8L6.
| | - Vanessa Bacal
- The Ottawa Hospital Research Institute, 725 Parkdale Avenue, Ottawa ON, K1H7W9
| | - Vincent Nguyen
- The Ottawa Hospital Research Institute, 725 Parkdale Avenue, Ottawa ON, K1H7W9
| | - Kristina Baier
- The Ottawa Hospital Research Institute, 725 Parkdale Avenue, Ottawa ON, K1H7W9
| | | | - Simonne Khair
- The Ottawa Hospital Research Institute, 725 Parkdale Avenue, Ottawa ON, K1H7W9
| | | | - Stéphanie Mercier
- The Ottawa Hospital Research Institute, 725 Parkdale Avenue, Ottawa ON, K1H7W9
| | | | - Innie Chen
- Department School of Epidemiology and Public Health, University of Ottawa, 1967 Riverside Drive. Rm 7236-3
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Vallmuur K, Cameron CM, Watson A, Warren J. Comparing the accuracy of ICD-based severity estimates to trauma registry-based injury severity estimates for predicting mortality outcomes. Injury 2021; 52:1732-1739. [PMID: 34039471 DOI: 10.1016/j.injury.2021.05.016] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2020] [Accepted: 05/08/2021] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Trauma registries have been used internationally for several decades to measure the quality of trauma care between hospitals. Given the significant costs involved in establishing and maintaining trauma registries, and increasing availability of routinely collected, linked health data describing a patient's journey (and inherent cost savings in data re-use), there is significant interest in development of integrated, comprehensive trauma data repositories. However, approaches to estimating injury severity using routinely collected data would need to be developed if routinely collected hospital data were to be used as an alternative/supplement to registries. OBJECTIVES This study aimed to compare the accuracy of registry-based injury severity estimates with ICD-based injury severity estimates in predicting mortality outcomes in a cohort of minor and major trauma patients in Queensland, using retrospectively linked trauma registry and hospital admissions data. METHODS Queensland Trauma Registry (QTR) data with an admission date between 1 January 2005 and 31 December 2011 was linked with all acute care patients included in the Queensland Hospital Admitted Patient Data Collection (QHAPDC) with a Principal Diagnosis coded with an ICD-10-AM code within Chapter 19 (S00-T98). Abbreviated Injury Scale coding was undertaken manually by QTR trauma data nurses for the registry data. ICD-based injury severity scores (ICISS) were calculated automatically using all injury-related diagnoses captured in the QHAPDC data using the ICISS multiplicative and worst injury method. RESULTS There were 92,140 QTR patients admitted between January 2005 and December 2011 with a valid ISS with a matching QHAPDC record (98.4% survived, 1.6% died). ICISS (multiplicative and worst injury approach) showed marginally better predictive accuracy than ISS when predicting mortality across minor and major injury and ICISS showed marginally better predictive accuracy to ISS when restricted to major trauma/high threat to life cases. Both ICISS and ISS restricted to major trauma/high threat to life showed poorer accuracy compared to the predictive performance when both minor and major cases were included. CONCLUSION ICD-based predictions were as accurate as ISS-based predictions for this cohort and this study provides evidence to support the potential for using routinely coded hospital data for risk adjustment within State-based trauma data repositories.
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Affiliation(s)
- Kirsten Vallmuur
- Centre for Healthcare Transformation, Australian Centre for Health Services Innovation (AusHSI), Queensland University of Technology, Brisbane, Queensland, Australia; Jamieson Trauma Institute, Royal Brisbane and Women's Hospital, Metro North Hospital and Health Service, Herston, Queensland, Australia.
| | - Cate M Cameron
- Jamieson Trauma Institute, Royal Brisbane and Women's Hospital, Metro North Hospital and Health Service, Herston, Queensland, Australia; Centre for Healthcare Transformation, Australian Centre for Health Services Innovation (AusHSI), Queensland University of Technology, Brisbane, Queensland, Australia
| | - Angela Watson
- Centre for Accident Research and Road Safety Queensland, Queensland University of Technology (QUT), Brisbane, Queensland, Australia
| | - Jacelle Warren
- Centre for Healthcare Transformation, Australian Centre for Health Services Innovation (AusHSI), Queensland University of Technology, Brisbane, Queensland, Australia; Jamieson Trauma Institute, Royal Brisbane and Women's Hospital, Metro North Hospital and Health Service, Herston, Queensland, Australia
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Chopra A, Cortez AC, El Naga A, Ding A, Morshed S. Accuracy of institutional orthopedic trauma databases: a retrospective chart review. J Orthop Surg Res 2021; 16:363. [PMID: 34098974 PMCID: PMC8182920 DOI: 10.1186/s13018-021-02478-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 05/11/2021] [Indexed: 11/23/2022] Open
Abstract
Introduction Academic trauma institutions rely on fracture databases as research and quality control tools. Frequently, these databases are populated by trainees, but the completeness and accuracy of such databases has not yet been evaluated. The purpose of this study is to determine the capture rate of a resident-populated database in collecting extremity fractures and to determine the accuracy of assigned Orthopaedic Trauma Association (OTA) classifications. Materials and methods A retrospective study was performed at a level 1 trauma center of all adult patients who underwent treatment for extremity fractures after an emergency department or inpatient consultation. A 20% random sample was taken from these entries and compared to a resident-populated fracture database designed to capture the same patients. For all matching records containing a resident-assigned OTA classification, relevant imaging was blindly reviewed by a trauma fellowship-trained orthopedic attending surgeon for fracture pattern classification. Resident OTA classifications were compared to this gold standard to determine overall accuracy rate. Results Three hundred eighteen (80%) out of 400 entries were captured by the resident-populated database. Two hundred thirty-one of these 318 entries contained an OTA classification. One hundred fifty-three (66%) of these 231 entries demonstrated concordance between resident and attending assigned OTA classifications. On subgroup analysis, 133 (70%) of the 190 lower extremity classifications were accurately identified as compared to just 20 (49%) of the 41 upper extremity classifications (p = 0.009). Seventy-nine (65%) of the 121 end segment fractures showed agreement versus 42 (67%) of the 63 diaphyseal injury patterns (p = 0.85). Accuracy of classification did not significantly vary by resident year of training (p = 0.142). Conclusion Trainee generated databases at academic institutions may be subject to incomplete data entry and inaccurate fracture classifications. Quality control measures should be instituted to ensure accuracy in such databases if efforts are invested with the expectation of useful information.
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Affiliation(s)
- Aman Chopra
- Georgetown University School of Medicine, 3900 Reservoir Road, NW, Washington, DC, 20007, USA
| | - Abigail C Cortez
- UCLA Department of Orthopaedic Surgery, 10833 LeConte Avenue, 76-119 CHS, Los Angeles, CA, 90095-6902, USA.
| | - Ashraf El Naga
- Orthopaedic Trauma Institute, UCSF Department of Orthopaedic Surgery, 2550 23rd St, San Francisco, CA, 94110, USA
| | - Anthony Ding
- Orthopaedic Trauma Institute, UCSF Department of Orthopaedic Surgery, 2550 23rd St, San Francisco, CA, 94110, USA
| | - Saam Morshed
- Orthopaedic Trauma Institute, UCSF Department of Orthopaedic Surgery, 2550 23rd St, San Francisco, CA, 94110, USA
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Miano TA, Abelian G, Seamon MJ, Chreiman K, Reilly PM, Martin ND. Whose Benchmark Is Right? Validating Venous Thromboembolism Events Between Trauma Registries and Hospital Administrative Databases. J Am Coll Surg 2019; 228:752-759.e3. [PMID: 30772443 DOI: 10.1016/j.jamcollsurg.2019.02.037] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Revised: 02/05/2019] [Accepted: 02/05/2019] [Indexed: 11/28/2022]
Abstract
BACKGROUND Venous thromboembolism (VTE) events are tracked in trauma registries and by administrative data sets. Both databases are used to assess outcomes, despite having varying processes for data capture. STUDY DESIGN This study was performed at an urban, university-based, Level I trauma center from 2004 to 2014. Retrospective review of the trauma registry and the hospital's administrative database was performed querying for all VTEs. Each VTE was then validated through manual chart review. Confirmed events were those with radiographic evidence of VTE by ultrasound, CT, and/or ventilation-perfusion scan. Sensitivity, specificity, and predictive values were calculated and compared between databases. RESULTS There were 19,353 trauma patients admitted during the study period; 656 VTEs were identified in the registry and 890 were identified via administrative data; 527 potential events were identified by both databases; 129 events were only in registry; and 363 were only found in the administrative database. We confirmed 636 of 656 events in registry (positive predictive value, 97%; 95% CI, 95.6% to 98.3%) vs 815 of 890 events in administrative data (positive predictive value, 91.6%; 95% CI, 89.75% to 93.4%; p < 0.001). Sensitivity was higher for administrative (87.2% vs 68.0%; p < 0.001), as 299 confirmed VTE events were not in the registry. Differences between the 2 databases were diminished when the analysis excluded untreated events and those present on admission. Twenty-three percent of validated deep vein thrombosis events in the registry were upper extremity events. CONCLUSIONS The trauma registry showed higher specificity and lower sensitivity compared with administrative data. The low false-positive rate of the trauma registry supports its validity in VTE outcomes research. Additional investigation is needed to evaluate the relevance of the variable sensitivity, likely due to definitional differences. Supplementation of trauma registry data with administrative data can strengthen its completeness.
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Affiliation(s)
- Todd A Miano
- Center for Pharmacoepidemiology Research and Training, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA; Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA; Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA.
| | - Grigor Abelian
- Department of Clinical Pharmacology and Pharmacometrics, Bristol-Myers Squibb, Philadelphia, PA
| | - Mark J Seamon
- Division of Traumatology, Surgical Critical Care and Emergency Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Kristen Chreiman
- Division of Traumatology, Surgical Critical Care and Emergency Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Patrick M Reilly
- Division of Traumatology, Surgical Critical Care and Emergency Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Niels D Martin
- Division of Traumatology, Surgical Critical Care and Emergency Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
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Pflugmacher R, Franzini A, Horovitz S, Guyer R, Ashkenazi E. Suitability of Administrative Databases for Durotomy Incidence Assessment: Comparison to the Incidence Associated With Bone-Removal Devices, Calculated Using a Systemic Literature Review and Clinical Data. Int J Spine Surg 2018; 12:498-509. [PMID: 30276111 DOI: 10.14444/5061] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Background Durotomy is a major complication of spinal surgery, potentially leading to additional clinical complications, longer hospitalization, and increased costs. A reference durotomy incidence rate is useful for the evaluation of the safety of different surgical aspects. However, the literature offers a wide range of incidence rates, complicating this comparison. Theoretically, a reference incidence value can be extracted from administrative databases, containing a large number of procedures. However, it is suspected that these databases suffer from underreporting of complications. This study aims to evaluate durotomy incidence using several large-scale databases and to assess the ability to use it as a reference by comparison to durotomy incidences directly associated with 4 bone removal devices, including the commonly used high-speed drill. Methods Durotomy overall incidence was estimated from several administrative databases using different methods in order to achieve minimal and maximal estimations. Durotomy incidences for 3 bone removal devices were derived using literature meta-analysis, and the incidence for the fourth device was calculated using clinical data. Results The incidence range of durotomy according to the databases was 2.8-3.5%. The calculated incidence of durotomy for the studied devices was 0.4-2.91%. The highest rate, 2.91%, is associated with the commonly used high-speed drill combined with Kerrison Rongeur and bone punches. Since bone-removal devices are just one of the possible causes of dural tears, the general incidence is expected to be higher than the incidence associated with the devices, yet even the maximal estimation, 3.5%, was only slightly higher, suggesting that the speculation of underreporting of dural tears to these databases is probably true, as also supported by the mostly higher incidences reported in the literature. Conclusions Hospital administrative databases seem to show a lower-than-reasonable incidence of durotomy, suggesting possible underreporting. Researchers should therefore use this tool with caution. Reduction of the absolute durotomy incidence by approximately 2.5% can be achieved by improving the safety of bone-removal devices.
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Affiliation(s)
- Robert Pflugmacher
- Klinik und Poliklinik Für Orthopädie und Unfallchirurgie, Universitätsklinikum Bonn, Bonn, Germany
| | - Angelo Franzini
- Department of Neurosurgery, Fondazione Istituto Neurologico "Carlo Besta," Milan, Italy
| | | | | | - Ely Ashkenazi
- Israel Spine Center, Assuta Medical Center, Tel Aviv, Israel
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Ali Ali B, Lefering R, Fortun Moral M, Belzunegui Otano T. Epidemiological comparison between the Navarra Major Trauma Registry and the German Trauma Registry (TR-DGU®). Scand J Trauma Resusc Emerg Med 2017; 25:107. [PMID: 29096679 PMCID: PMC5669022 DOI: 10.1186/s13049-017-0453-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Accepted: 10/25/2017] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND International benchmarking can help identify trauma system performance issues and determine the extent to which other countries also experience these. When problems are identified, countries can look to high performers for insight into possible responses. The objective of this study was to compare the treatment and outcome of severely injured patients in Germany and Navarra, Spain. METHODS Data collected, from 2010 to 2013, in the Navarra Major Trauma Registry (NMTR) and the TraumaRegister DGU® (TR-DGU) were compared. Both registries followed the Utstein Trauma Template (European Core Dataset) for documentation of trauma patients. Adult patients (≥ 16 years) with New Injury Severity Score (NISS) being >15 points were included in this study. Patients who had been admitted to the hospital later than 24 h after the trauma, had been pronounced dead before hospital arrival, or had been injured by hanging, drowning or burns, were excluded. Demographic data, injury data, prehospital data, hospital treatment data, time intervals, and outcome were compared. The expected mortality was calculated using the Revised Injury Severity Classification score II (RISC II). RESULTS A total of 646 and 43,110 patients were included in the outcome analysis from NMTR and TR-DGU, respectively. The difference between observed and expected mortality was -0.4% (standardized mortality ratio [SMR] 0.97; 95% CI 0.93-1.04) in Germany and 1.6% (SMR 1.08; 95% CI: 1.02-1.14) in Navarra. Differences in the characteristics of trauma patients and trauma systems between the regions were noted. CONCLUSION The higher observed mortality in Navarra is consistent with the epidemiological characteristics of its population. However, to improve the quality of trauma care in the Navarra trauma system, certain improvements are necessary. There were less young adults with severe injuries in Navarra than in Germany. It is possible to compare data of severely injured patients from different countries if standardized registries are used.
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Affiliation(s)
- B. Ali Ali
- Department of Accident and Emergency, Complejo Hospitalario de Navarra, Health Service of Navarra – Osasunbidea, Calle Monasterio de Urdax 47, 4°D, 31011 Pamplona, Navarra Spain
| | - R. Lefering
- Institute for Research in Operative Medicine (IFOM), University of Witten/Herdecke, Ostmerheimer Straße 200 (Building 38), 51109 Cologne, Germany
| | - M. Fortun Moral
- Department of Accident and Emergency, Hospital of Tudela, Health Service of Navarra– Osasunbidea, Tudela, Spain
| | - T. Belzunegui Otano
- Department of Accident and Emergency, Complejo Hospitalario de Navarra, Health Service of Navarra – Osasunbidea, Calle Monasterio de Urdax 47, 4°D, 31011 Pamplona, Navarra Spain
- Department of Health, Public University of Navarra, Pamplona, Spain
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Horton EE, Krijnen P, Molenaar HM, Schipper IB. Are the registry data reliable? An audit of a regional trauma registry in the Netherlands. Int J Qual Health Care 2017; 29:98-103. [PMID: 27920244 DOI: 10.1093/intqhc/mzw142] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Accepted: 11/20/2016] [Indexed: 12/28/2022] Open
Abstract
Objective Data in trauma registries need to be reliable when used for evaluation of injury management, trauma protocols and hospital statistics. The aim of this audit was to analyse the reliability of the data in the Trauma Centre West Netherlands (TCWN) region. Design Routinely registered trauma patients from all nine hospitals in the TCWN region were re-registered by a registrar for analysis. Setting Nine hospitals in the TCWN region in the Netherlands. Participants A randomly selected representative trauma population sample of 350 patients and a sample of 100 polytrauma patients were re-registered and used for analysis. Intervention Re-registration of trauma patients in the Trauma Registry. Main Outcome Measure(s) The inter-rater agreement on Injury Severity Score (ISS), number of Abbreviated Injury Scale (AIS) codes, identical codes and survival status were analysed using Kappa's coefficient and intraclass correlation coefficients. Results The inter-rater agreement on ISS and number of AIS codes were, respectively, almost perfect (ICC = 0.81) and substantial (ICC = 0.76) in the trauma population sample, and substantial (ICC = 0.70) and fair (ICC = 0.33) in the polytrauma sample. For patients with serious injuries (AIS ≥ 2) in the population sample, the inter-rater agreement on ISS (ICC = 0.87) and number of AIS codes (ICC = 0.84) were almost perfect. Conclusions These results confirm that the Dutch regional registry system works well and may serve as a reliable basis for prospective analysis of national and international trauma care. Particular attention should be paid to the coding of polytrauma patients as discrepancies are more likely to occur in this group.
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Affiliation(s)
- E E Horton
- Department of Surgery, Leiden University Medical Center, Postal Zone K6-R, Albinusdreef 2, PO Box 9600, 2300 RC Leiden, The Netherlands
| | - P Krijnen
- Department of Surgery, Leiden University Medical Center, Postal Zone K6-R, Albinusdreef 2, PO Box 9600, 2300 RC Leiden, The Netherlands
| | - H M Molenaar
- Department of Surgery, Leiden University Medical Center, Postal Zone K6-R, Albinusdreef 2, PO Box 9600, 2300 RC Leiden, The Netherlands
| | - I B Schipper
- Department of Surgery, Leiden University Medical Center, Postal Zone K6-R, Albinusdreef 2, PO Box 9600, 2300 RC Leiden, The Netherlands
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Patterson JT, Sing D, Hansen EN, Tay B, Zhang AL. The James A. Rand Young Investigator's Award: Administrative Claims vs Surgical Registry: Capturing Outcomes in Total Joint Arthroplasty. J Arthroplasty 2017; 32:S11-S17. [PMID: 28185755 DOI: 10.1016/j.arth.2016.08.041] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2016] [Revised: 08/19/2016] [Accepted: 08/25/2016] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Administrative claims in total joint arthroplasty are used for observational studies and payment adjustments under the Comprehensive Care for Joint Replacement (CJR) legislation. Claims data have not been validated against prospective surgical outcome registries for primary total hip (THA) or knee arthroplasty (TKA). We hypothesized that significant differences in reported comorbidity and adverse event measures exist between administrative claims and prospective registry data relevant to payment adjudication under the CJR reimbursement model. METHODS Comorbidities and outcomes in primary TKA and THA in the United Healthcare and Medicare Standard Analytical File 5% Sample insurance claims datasets (PearlDiver Technologies, Inc) were compared to age-matched cohorts from the National Surgical Quality Improvement Program (ACS-NSQIP) surgical outcomes data from 2007 to 2011 using comparable International Classification of Diseases, Ninth Revision, Clinical Modification and Current Procedural Terminology codes at 30, 90, and 360 days from index arthroplasty. Pearson's chi-square test was used for statistical analyses. RESULTS The total study population included 93,953 primary THA and 176,944 TKA patients. Primary TKA and THA patients in insurance claims cohorts had significantly fewer reported comorbidities, higher rates of surgical site infection, pulmonary embolism, wound dehiscence, thromboembolic events, and neurologic deficits, and lower reported rates of revision surgery than ACS-NSQIP cohorts within 30 days of primary TKA and THA. Cumulative incidence of adverse events increased significantly from 30 to 360 days after primary arthroplasty. CONCLUSION We report significant discordance in the prevalence of patient comorbidities and incidence of adverse events in primary THA and TKA between ACS-NSQIP and the administrative claims data of Medicare and United Healthcare. These disparities have implications for observational outcome studies as well as payment adjudication under the CJR reimbursement model in total joint arthroplasty.
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Affiliation(s)
- Joseph T Patterson
- Department of Orthopaedic Surgery, University of California, San Francisco, California
| | - David Sing
- Department of Orthopaedic Surgery, University of California, San Francisco, California
| | - Erik N Hansen
- Department of Orthopaedic Surgery, University of California, San Francisco, California
| | - Bobby Tay
- Department of Orthopaedic Surgery, University of California, San Francisco, California
| | - Alan L Zhang
- Department of Orthopaedic Surgery, University of California, San Francisco, California
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Nakahara S, Sakamoto T, Fujita T, Koyama T, Katayama Y, Tanabe S, Yamamoto Y. Comparison of registry and government evaluation data to ascertain severe trauma cases in Japan. Acute Med Surg 2017; 4:432-438. [PMID: 29123904 PMCID: PMC5649299 DOI: 10.1002/ams2.302] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Accepted: 07/02/2017] [Indexed: 11/06/2022] Open
Abstract
Aims Accurate evaluation of health care quality requires high-quality data, and case ascertainment (confirming eligible cases and deaths) is a foundation for accurate data collection. This study examined the accuracy of case ascertainment from two Japanese data sources. Methods Using hospital-level data, we investigated the concordance in ascertaining trauma cases between a nationwide trauma registry (the Japan Trauma Data Bank) and annual government evaluations of tertiary hospitals between April 2012 and March 2013. We compared the median values for trauma case volumes, numbers of deaths, and case fatality rates from both data sources, and also evaluated the variability in discrepancies for the intrahospital differences of these outcomes. Results The analyses included 136 hospitals. In the registry and annual evaluation data, the median case volumes were 120.5 cases and 180.5 cases, respectively; the median numbers of deaths were 11 and 12, respectively; and the median case fatality rates were 8.1% and 6.4%, respectively. There was broad variability in the intrahospital differences in these outcomes. Conclusions The observed discordance between the two data sources implies that these data sources may have inaccuracies in case ascertainment. Measures are needed to evaluate and improve the accuracy of data from these sources.
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Affiliation(s)
- Shinji Nakahara
- Department of Emergency Medicine Teikyo University School of Medicine Tokyo Japan
| | - Tetsuya Sakamoto
- Department of Emergency Medicine Teikyo University School of Medicine Tokyo Japan
| | - Takashi Fujita
- Department of Emergency Medicine Teikyo University School of Medicine Tokyo Japan
| | - Tomohide Koyama
- Department of Emergency Medicine Teikyo University School of Medicine Tokyo Japan
| | - Yoichi Katayama
- Department of Emergency Medicine Sapporo Medical University Sapporo Japan
| | - Seizan Tanabe
- Emergency Life-Saving Technique Academy of Tokyo Tokyo Japan
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11
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Chichom-Mefire A, Nwanna-Nzewunwa OC, Siysi VV, Feldhaus I, Dicker R, Juillard C. Key findings from a prospective trauma registry at a regional hospital in Southwest Cameroon. PLoS One 2017; 12:e0180784. [PMID: 28723915 PMCID: PMC5516986 DOI: 10.1371/journal.pone.0180784] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2017] [Accepted: 06/21/2017] [Indexed: 12/21/2022] Open
Abstract
INTRODUCTION Trauma is a leading cause of morbidity and mortality worldwide. Data characterizing the burden of trauma in Cameroon is limited. Regular, prospective injury surveillance can address the shortcomings of existing hospital administrative logs and medical records. This study aims to characterize trauma as seen at the emergency department (ED) of Limbe Regional Hospital (LRH) and assess the completeness of data obtained by a trauma registry. METHODS AND FINDINGS From January 2008 to October 2013, we prospectively captured data on injured patients using a strategically designed, context-relevant trauma registry instrument. Indicators around patient demographics, injury characteristics, delays in accessing care, and treatment outcomes were recorded. Descriptive, bivariate, and multivariate statistical analyses were conducted. About 5,617 patients, aged from 0.5-95years (median age of 26 years), visited the LRH ED with an injury; 67% were male. Students (27%) were the most affected occupation category. Road traffic injuries (RTIs) (56%), assault (22%), and domestic injuries (13%) were the leading causes of injury. Two-thirds of RTIs were motorcycle-related. Working in transportation (AOR 4.42, p<0.001) and law enforcement (AOR 1.73, p = 0.004) were significant predictors of having a RTI. The trauma registry showed a significant improvement in completeness of all data (p<0.001) and it improved over time compared with previous administrative records. However, proportions of missing data still ranged from 0.5% to 8.2% and involved respiratory rate or Glasgow Coma scale. CONCLUSIONS Implementation of a context-appropriate trauma registry in resource-constrained settings is feasible. Providing valuable, high-quality data, the trauma registry can inform trauma care quality improvement efforts and policy development. Study findings indicate the need for injury prevention interventions and policies that will prioritize high-risks groups, such as those aged 20-29 years, and those in occupations requiring frequent road travel. The high incidence of motorcycle-related injuries is concerning and calls for a proactive solution.
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Affiliation(s)
- Alain Chichom-Mefire
- Department of Surgery, Faculty of Health Sciences, University of Buea and Regional Hospital Limbe, Buea, Cameroon
| | - Obieze C. Nwanna-Nzewunwa
- Center for Global Surgical Studies, Department of Surgery, University of California, San Francisco, San Francisco, California, United States of America
| | - Vincent Verla Siysi
- Department of Surgery, Faculty of Health Sciences, University of Buea and Regional Hospital Limbe, Buea, Cameroon
| | - Isabelle Feldhaus
- Center for Global Surgical Studies, Department of Surgery, University of California, San Francisco, San Francisco, California, United States of America
| | - Rochelle Dicker
- Center for Global Surgical Studies, Department of Surgery, University of California, San Francisco, San Francisco, California, United States of America
| | - Catherine Juillard
- Center for Global Surgical Studies, Department of Surgery, University of California, San Francisco, San Francisco, California, United States of America
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12
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Afshar M, Smith GS, Cooper RS, Murthi S, Netzer G. Trauma indices for prediction of acute respiratory distress syndrome. J Surg Res 2015; 201:394-401. [PMID: 27020824 DOI: 10.1016/j.jss.2015.11.050] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2015] [Revised: 11/12/2015] [Accepted: 11/24/2015] [Indexed: 12/25/2022]
Abstract
BACKGROUND A myriad of trauma indices has been validated to predict probability of trauma survival. We aimed to compare the performance of commonly used indices for the development of the acute respiratory distress syndrome (ARDS). MATERIALS AND METHODS Historic, observational cohort study of 27,385 consecutive patients admitted to a statewide referral trauma center between July 11, 2003 and October 31, 2011. A validated algorithm was adapted to identify patients with ARDS. Each trauma index was evaluated in logistic regression using the area under the receiver operating characteristic curve. RESULTS The case rate for ARDS development was 5.8% (1594). The receiver operating characteristics for injury severity score (ISS) had the best discrimination and had an area under the curve of 0.88 (95% confidence interval [CI] = 0.87-0.89). Glasgow coma score (0.71, 95% CI = 0.70-0.73), A Severity Characterization of Trauma (0.86, 95% CI = 0.85-0.87), Revised Trauma Score (0.71, 95% CI = 0.70-0.72) and thorax Abbreviated Injury Score (0.73, 95% CI = 0.72-0.74) performed worse (P < 0.001) and Trauma and Injury Severity Score (0.88, 95% CI = 0.87-0.88) performed equivocally (P = 0.51) in comparison to ISS. Using a cutoff point ISS ≥16, sensitivity and specificity were 84.9% (95% CI = 83.0%-86.6%) and 75.6% (95% CI = 75.1%-76.2%), respectively. CONCLUSIONS Among commonly used trauma indices, ISS has superior or equivocal discriminative ability for development of ARDS. A cutoff point of ISS ≥16 provided good sensitivity and specificity. The use of ISS ≥16 is a simple method to evaluate ARDS in trauma epidemiology and outcomes research.
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Affiliation(s)
- Majid Afshar
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Loyola University Chicago, Maywood, Illinois; Department of Public Health Sciences, Loyola University Chicago, Maywood, Illinois.
| | - Gordon S Smith
- Department of Epidemiology and Public Health, University of Maryland, Baltimore, Maryland; Shock Trauma and Anesthesiology Research (STAR)-Organized Research Center, Department of Surgery, University of Maryland, Baltimore, Maryland
| | - Richard S Cooper
- Shock Trauma and Anesthesiology Research (STAR)-Organized Research Center, Department of Surgery, University of Maryland, Baltimore, Maryland
| | - Sarah Murthi
- Program in Trauma, R. Adams Cowley Shock Trauma Center, Department of Surgery, University of Maryland, Baltimore, Maryland
| | - Giora Netzer
- Department of Epidemiology and Public Health, University of Maryland, Baltimore, Maryland; Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Maryland, Baltimore, Maryland
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Gunapal PPG, Kannapiran P, Teow KL, Zhu Z, Xiaobin You A, Saxena N, Singh V, Tham L, Choo PWJ, Chong PN, Sim JHJ, Eu Li Wong J, Ong BKC, Soh EF, Foo HJ, Heng BH. Setting up a regional health system database for seamless population health management in Singapore. PROCEEDINGS OF SINGAPORE HEALTHCARE 2015. [DOI: 10.1177/2010105815611440] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Objective: Understanding the health and health service utilization of the population is critical for Regional Health System’s (RHS) population health management (PHM) initiatives in Singapore. The RHS database is a collaborative effort toward developing a national architecture for healthcare utilization data across diverse clinical systems with disparate data models. This manuscript describes the setup of an RHS database which would facilitate big data analytics for proactive population health management and health services research. Materials and methods: The RHS database is a conglomeration of four isolated databases from the three RHSs. It contains linked National Healthcare Group (NHG) polyclinic visit records, specialist outpatient clinic visit records, hospital discharge records from Tan Tock Seng Hospital (TTSH), National University Hospital (NUH) and Alexandra Hospital (AH), chronic disease management system (CDMS) records and mortality records from local registries. The data linkage process was conducted using the unique identification number (NRIC) as the linking variable. The final anonymized database has multiple interconnected tables that includes patient demographics, chronic disease and healthcare utilization information. Results: Over 2.8 million patients had contact with the three RHSs from 2008 to 2013. The database facilitated risk stratification of patients based on their past healthcare utilization and chronic disease information. This database aids in understanding the cross-utilization of healthcare services across the three RHSs and can help address the challenges of setting up a distinct geographical boundary for individual RHSs. Conclusions: The RHS database has been established with the intention to support the secondary use of administrative health data in health services research and proactive PHM in Singapore.
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Affiliation(s)
| | | | - Kiok Liang Teow
- Health Services and Outcomes Research. National Healthcare Group, Singapore
| | - Zhecheng Zhu
- Health Services and Outcomes Research. National Healthcare Group, Singapore
| | - Alex Xiaobin You
- Health Services and Outcomes Research. National Healthcare Group, Singapore
| | - Nakul Saxena
- Health Services and Outcomes Research. National Healthcare Group, Singapore
| | - Vinay Singh
- Integrated Health Information Systems, Singapore
| | | | | | | | | | | | | | | | | | - Bee Hoon Heng
- Health Services and Outcomes Research. National Healthcare Group, Singapore
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A Practical, Global Perspective on Using Administrative Data to Conduct Intensive Care Unit Research. Ann Am Thorac Soc 2015; 12:1373-86. [DOI: 10.1513/annalsats.201503-136fr] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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15
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16
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Epidemiología del trauma grave. Med Intensiva 2014; 38:580-8. [DOI: 10.1016/j.medin.2014.06.012] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2014] [Revised: 06/20/2014] [Accepted: 06/30/2014] [Indexed: 12/18/2022]
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Process evaluation of software using the international classification of external causes of injuries for collecting burn injury data at burn centers in the United States. J Burn Care Res 2014; 35:28-40. [PMID: 24126473 DOI: 10.1097/bcr.0b013e3182a3aaaa] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Detailed information on the cause of burns is necessary to construct effective prevention programs. The International Classification of External Causes of Injury (ICECI) is a data collection tool that allows comprehensive categorization of multiple facets of injury events. The objective of this study was to conduct a process evaluation of software designed to improve the ease of use of the ICECI so as to identify key additional variables useful for understanding the occurrence of burn injuries, and compare this software with existing data-collection practices conducted for burn injuries. The authors completed a process evaluation of the implementation and ease of use of the software in six U.S. burn centers. They also collected preliminary burn injury data and compared them with existing variables reported to the American Burn Association's National Burn Repository (NBR). The authors accomplished their goals of 1) creating a data-collection tool for the ICECI, which can be linked to existing operational programs of the NBR, 2) training registrars in the use of this tool, 3) establishing quality-control mechanisms for ensuring accuracy and reliability, 4) incorporating ICECI data entry into the weekly routine of the burn registrar, and 5) demonstrating the quality differences between data collected using this tool and the NBR. Using this or similar tools with the ICECI structure or key selected variables can improve the quantity and quality of data on burn injuries in the United States and elsewhere and thus can be more useful in informing prevention strategies.
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18
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Blood alcohol content, injury severity, and adult respiratory distress syndrome. J Trauma Acute Care Surg 2014; 76:1447-55. [PMID: 24854314 DOI: 10.1097/ta.0000000000000238] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
BACKGROUND Elevated blood alcohol content (BAC) is a risk factor for injury. Associations of BAC with adult respiratory distress syndrome (ARDS) have not been conclusively established.We evaluated the association of a BAC greater than 0 mg/dL with the intermediate outcomes, Injury Severity Score (ISS) and Glasgow Coma Scale (GCS) score, and their association with ARDS development. METHODS This is an observational retrospective cohort study of 26,305 primary trauma admissions to a statewide referral trauma center from July 11, 2003, to October 31, 2011. Logistic regression was performed to assess the relationship between admission BAC, ISS, GCS score, and ARDS development within 5 days of admission. RESULTS The case rate for ARDS was 5.5% (1,447). BAC greater than 0 mg/dL was associated with ARDS development in adjusted analysis (odds ratio, 1.50; 95% confidence interval [CI], 1.33-1.71; p < 0.001). High ISS (≥16) had a stronger association with ARDS development (odds ratio, 17.99; 95% CI, 15.51-20.86), as did low GCS score (≤8) (odds ratio, 8.77; 95% CI, 7.64-10.07; p < 0.001). Patients with low GCS score and high ISS had the most frequent ARDS (33.6%) and the highest case-fatality rate without ARDS (24.7%). CONCLUSION Elevated BAC is associated with ARDS development. In the analysis of alcohol exposure, ISS and GCS score occur after alcohol ingestion, making them intermediate outcomes. ISS and GCS score were strong predictors of ARDS and may be useful to identify at-risk patients. Elevated BAC may increase the frequency of the ARDS through influence on injury severity or independent molecular mechanisms, which can be discriminated only in experimental models. LEVEL OF EVIDENCE Epidemiologic study, level III.
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Stevens KA, Paruk F, Bachani AM, Wesson HHK, Wekesa JM, Mburu J, Mwangi JM, Saidi H, Hyder AA. Establishing hospital-based trauma registry systems: lessons from Kenya. Injury 2013; 44 Suppl 4:S70-4. [PMID: 24377783 DOI: 10.1016/s0020-1383(13)70216-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
OBJECTIVE In the developing world, data about the burden of injury, injury outcomes, and complications of care are limited. Hospital-based trauma registries are a data source that can help define this burden. Under the trauma care component of the Bloomberg Global Road Safety Partnership, trauma registries have been implemented at three sites in Kenya. We describe the challenges and lessons learned from this effort. METHODS A paper-based trauma surveillance form was developed, in collaboration with local hospital partners, to collect data on all trauma patients presenting for care. The form includes demographic information, pre-hospital care given, and patient care and clinical information necessary to calculate estimated injury surveillance. The type of data collected was standardized across all three sites. Frequent reviews of the data collection process, quality, and completeness, in addition to regular meetings and conference calls, have allowed us to optimize the process to improve efficiency and make corrective actions where required. RESULTS Trauma registries have been implemented in three hospitals in Kenya, with potential for expansion to other hospitals and facilities caring for injured patients. The process of establishing registries was associated with both general and site-specific challenges. Problems were identified in planning, data collection, entry processes, and analysis. Problems were addressed when identified, resulting in improved data quality. CONCLUSIONS Trauma registries are a key data source for defining the burden of injury and developing quality improvement processes. Trauma registries were implemented at three sites in Kenya. Problems and challenges in data collection were identified and corrected. Through the registry data, gaps in care were identified and systemic changes made to improve the care of the injured.
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Affiliation(s)
- Kent A Stevens
- Johns Hopkins International Injury Research Unit, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, 615 North Wolfe Street, Baltimore, MD 21205, USA; Department of Surgery, Johns Hopkins Hospital, 720 Rutland Ave, Baltimore, MD 21205, USA.
| | - Fatima Paruk
- Johns Hopkins International Injury Research Unit, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, 615 North Wolfe Street, Baltimore, MD 21205, USA
| | - Abdulgafoor M Bachani
- Johns Hopkins International Injury Research Unit, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, 615 North Wolfe Street, Baltimore, MD 21205, USA
| | - Hadley H K Wesson
- Johns Hopkins International Injury Research Unit, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, 615 North Wolfe Street, Baltimore, MD 21205, USA; Department of Surgery, Virginia Commonwealth University Medical Center, 1200 E. Broad Street, Richmond, VA 23219, USA
| | - John M Wekesa
- Kenya Ministry of Health, Afya House, Cathedral Road, P.O. Box 30016-00100, Nairobi, Kenya
| | - Joseph Mburu
- Naivasha District Hospital, PO Box 141, Naivasha, Kenya
| | | | - Hassan Saidi
- Department of Human Anatomy, University of Nairobi, P.O. Box 30197-00100, Nairobi, Kenya
| | - Adnan A Hyder
- Johns Hopkins International Injury Research Unit, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, 615 North Wolfe Street, Baltimore, MD 21205, USA
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Fox EE, Bulger EM, Dickerson AS, del Junco DJ, Klotz P, Podbielski J, Matijevic N, Brasel KJ, Holcomb JB, Schreiber MA, Cotton BA, Phelan HA, Cohen MJ, Myers JG, Alarcon LH, Muskat P, Wade CE, Rahbar MH. Waiver of consent in noninterventional, observational emergency research: the PROMMTT experience. J Trauma Acute Care Surg 2013; 75:S3-8. [PMID: 23778508 PMCID: PMC3744180 DOI: 10.1097/ta.0b013e31828fa3a0] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND In the PRospective Observational Multicenter Major Trauma Transfusion (PROMMTT) study, waiver of consent was used because previous literature reported low response rates and subsequent bias. The goal of this article was to examine the rationale and tradeoffs of using waiver of consent in PROMMTT. METHODS PROMMTT enrolled trauma patients receiving at least 1 U of red blood cells within 6 hours after admission at 10 US Level 1 trauma centers. Local institutional review boards (IRBs) from all sites approved the study. Site 8 was required by their IRB to attempt consent but was allowed to retain data on patients unable to be consented. RESULTS Of 121 subjects enrolled at Site 8, 55 consents were obtained (46%), and no patient or legally authorized representative refused to give consent. Of the patients, 36 (30%) died, and 6 (5%) were discharged before consent could be attempted. Consent was attempted but not possible among 24 patients (20%). Of the 10 clinical sites, 6 of the local IRBs approved collection of residual blood samples, 1 had previous approval to collect timed blood samples under a separate protocol, and 3 reported that their local IRBs would not approve collection of residual blood under a waiver of consent. CONCLUSION Waiver of consent was used in PROMMTT because of the potential adverse impact of consent refusals; however, there were no refusals. If the IRB for Site 8 had required withdrawal of patients unable to consent and destruction of their data, a serious bias would likely have been introduced. Other tradeoffs included a reduction in sites participating in residual blood collection and a smaller than expected amount of residual blood collected among sites operating under a waiver of consent. Noninterventional emergency research studies should consider these potential tradeoffs carefully before deciding whether waiver of consent would best achieve the goals of a study.
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Affiliation(s)
- Erin E Fox
- Biostatistics/Epidemiology/Research Design Core, Center for Clinical and Translational Sciences, University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
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Koetsier A, Peek N, de Jonge E, Dongelmans D, van Berkel G, de Keizer N. Reliability of in-hospital mortality as a quality indicator in clinical quality registries. A case study in an intensive care quality register. Methods Inf Med 2013; 52:432-40. [PMID: 23807704 DOI: 10.3414/me12-02-0070] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2012] [Accepted: 04/09/2013] [Indexed: 11/09/2022]
Abstract
OBJECTIVES Errors in the registration or extraction of patient outcome data, such as in-hospital mortality, may lower the reliability of the quality indicator that uses this (partly) incorrect data. Our aim was to measure the reliability of in-hospital mortality registration in the Dutch National Intensive Care Evaluation (NICE) registry. METHODS We linked data of the NICE registry with an insurance claims database, resulting in a list of discrepancies in in-hospital mortality. Eleven Intensive Care Units (ICUs) were visited where local data sources were investigated to find the true in-hospital mortality status of the discrepancies and to identify the causes of the data errors in the NICE registry. Original and corrected Standardized Mortality Ratios (SMRs) were calculated to determine if conclusions about quality of care changed compared to the national benchmark. RESULTS In eleven ICUs, 23,855 records with 460 discrepancies were identified of which 255 discrepancies (1.1% of all linked records) were due to incorrect in-hospital mortality registration in the NICE registry. Two programming errors in computer software of six ICUs caused 78% of errors, the remainder was caused by manual transcription errors and failure to record patient outcomes. For one ICU the performance became concordant with the national benchmark after correction, instead of being better. CONCLUSIONS The reliability of in-hospital mortality registration in the NICE registry was good. This was reflected by the low number of data errors and by the fact that conclusions about the quality of care were only affected for one ICU due to systematic data errors. We recommend that registries frequently verify the software used in the registration process, and compare mortality data with an external source to assure consistent quality of data.
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Affiliation(s)
- A Koetsier
- Antonie Koetsier, MSc Department of Medical Informatics, Academic Medical Center, Room J1b-115-2, P.O. Box 22700, 1100 DE Amsterdam, The Netherlands, E-mail:
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Morris SC, Manice N, Nelp T, Tenzin T. Establishing a trauma registry in Bhutan: needs and process. SPRINGERPLUS 2013; 2:231. [PMID: 23795341 PMCID: PMC3687108 DOI: 10.1186/2193-1801-2-231] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/14/2012] [Accepted: 04/13/2013] [Indexed: 01/22/2023]
Abstract
BACKGROUND Globally, trauma represents a growing and significant burden of disease. Many health systems have limited metrics with which to guide development and appropriately inform policy and management decisions with regard to trauma related health care delivery. FINDINGS This paper outlines the establishment of need for improved trauma related metrics in the country of Bhutan and the process of development of a trauma registry at Jigme Dorji Wangchuck National Referral Hospital to meet that need. CONCLUSIONS Trauma registries are important tools allowing health systems to respond to the shifting burden of disease; successful establishment of a trauma registry requires an understanding of the health system and broad institutional support.
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Affiliation(s)
- Stephen C Morris
- Emergency Medicine, University of Washington School of Medicine Seattle, 446 27th Ave East, Seattle, WA 98112 USA
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Chichom Mefire A, Etoundi Mballa GA, Azabji Kenfack M, Juillard C, Stevens K. Hospital-based injury data from level III institution in Cameroon: retrospective analysis of the present registration system. Injury 2013; 44:139-43. [PMID: 22098714 DOI: 10.1016/j.injury.2011.10.026] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2011] [Revised: 09/23/2011] [Accepted: 10/21/2011] [Indexed: 02/02/2023]
Abstract
BACKGROUND Data on the epidemiology of trauma in Cameroon are scarce. Presently, hospital records are still used as a primary source of injury data. It has been shown that trauma registries could play a key role in providing basic data on trauma. Our goal is to review the present emergency ward records for completeness of data and provide an overview of injuries in the city of Limbe and the surrounding area in the Southwest Region of Cameroon prior to the institution of a formal registration system. METHODS A retrospective review of Emergency Ward logs in Limbe Hospital was conducted over one year. Records for all patients over 15 years of age were reviewed for 14 data points considered to be essential to a basic trauma registry. Completeness of records was assessed and a descriptive analysis of patterns and trends of trauma was performed. RESULTS Injury-related conditions represent 27% of all registered admissions in the casualty department. Information on age, sex and mechanism of injury was lacking in 22% of cases. Information on vital signs was present in 2% (respiratory rate) to 12% (blood pressure on admission) of records. Patient disposition (admission, transfer, discharge, or death) was available 42% of the time, whilst location of injury was found in 84% of records. Road traffic injury was the most frequently recorded mechanism (36%), with the type of vehicle specified in 54% and the type of collision in only 22% of cases. Intentional injuries were the second most frequent mechanism at 23%. CONCLUSION The frequency of trauma found in this context argues for further prevention and treatment efforts. The institution of a formal registration system will improve the completeness of data and lead to increased ability to evaluate the severity and subsequent public health implications of injury in this region.
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Affiliation(s)
- Alain Chichom Mefire
- Faculty of Health Sciences, University of Buea and Regional Hospital Limbe, Cameroon.
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Agrawal A, Kakani A, Baisakhiya N, Galwankar S, Dwivedi S, Pal R. Developing traumatic brain injury data bank: Prospective study to understand the pattern of documentation and presentation. INDIAN JOURNAL OF NEUROTRAUMA 2012. [DOI: 10.1016/j.ijnt.2012.11.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Aynardi M, Miller AG, Orozco F, Ong A. Effect of work-hour restrictions and resident turnover in orthopedic trauma. Orthopedics 2012; 35:e1649-54. [PMID: 23127459 DOI: 10.3928/01477447-20121023-25] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
The resident 80-hour workweek and the July phenomenon have raised concern regarding the continuity of care of orthopedic patients in teaching institutions and its effect on postoperative complications and mortality. This study examined the effect of resident work-hour restrictions and the July phenomenon on patient outcomes after hip fracture at a large academic institution. Seven hundred twenty-two patients (mean age, 76.7 years) sustaining 319 femoral neck fractures and 403 intertrochanteric fractures between 2000 and 2010 were identified. Analysis was performed before and after July 1, 2003, as well as for the month of treatment. No difference existed in the postoperative outcome measures of delay of surgery (P=.061), complications (P=.904), and mortality (P=.981) between patients treated before and after July 1, 2003. Patients treated after July 1, 2003, had a significantly higher median number of preoperative comorbidities (4 vs 3, respectively; P<.0005). Turnover months, July and August, showed no difference in the outcome measures of delay of surgery (P=.171), complications (P=.776), and mortality (P=.524) compared with other months. This study suggests that 80-hour workweek restrictions or resident turnover months have no effect on patient care with respect to in-hospital time to surgery, complications, and mortality. This success can be attributed to ancillary staff support, physician extenders, and well-designed patient care protocols.
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Affiliation(s)
- Michael Aynardi
- Rothman Institute, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania, USA.
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Alberdi F, Azaldegui F, Zabarte M, García I, Atutxa L, Santacana J, Elósegui I, González N, Iriarte M, Pascal M, Salas E, Cabarcos E. [Epidemiological profile of late mortality in severe polytraumatisms]. Med Intensiva 2012; 37:383-90. [PMID: 22999375 DOI: 10.1016/j.medin.2012.07.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2011] [Revised: 06/04/2012] [Accepted: 07/15/2012] [Indexed: 10/27/2022]
Abstract
OBJECTIVE A study is made of the epidemiology, chronogramand causes of late mortality in traumatized patients. DESIGN A prospective, observational cohort study of adult trauma patients was carried out. SETTINGS Province of Guipúzcoa (Basque Country, Spain). Intensive care unit of a tertiary hospital. PATIENTS Patients with severe trauma (Injury Severity Score > 15), admitted to the ICU from January 1995 to December 2009, with late death (> 7 days). VARIABLES Epidemiological, laboratory test, hemodynamic and transfusional data were collected. Severity scores: Abbreviated Injury Scale (AIS) and ISS. RESULTS Patients: 2003; ISS: 24.3±14.2. Total deaths: 405 (20%). Late mortality (>7 days): 102 (25.2%) patients, 9 years older and with a lower (18 points) ISS score than the patients who died early (48 hours). Most frequent injuries: AIS-Head-Cervical spine ≥ 4 (52%); AIS-Abdomen ≥ 4 (19.6%); AIS-Chest ≥ 4 (11.7%); AIS-Extremities ≥ 4 (4.9%). Causes of death: 1) brain death (14.7%); 2) multiorgan failure (67.6%), in two injury contexts: a) severe brain trauma in the vegetative state and high spinal cord injuries with tetraplegia (35.3%); and b) non-neurological injuries (32.3%) with a high prevalence of hypovolemic shock, multiple transfusion and coagulopathy; 3) miscellaneous (10.7%): post-resuscitation anoxic-ischemic encephalopathy, pulmonary embolism and massive stroke; 4) non-evaluable (7%). CONCLUSIONS Age, severity and type of injuries have an influence upon the time distribution and causality of late mortality. Brain death remains predominant, with multiorgan failure as the most frequent cause. This knowledge should contribute to the identification of problems, and to better organization of the structural and educational resources, thereby reducing the likely factors leading to death from trauma.
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Affiliation(s)
- F Alberdi
- Servicio de Medicina Intensiva, Hospital Universitario Donosita, San Sebastián, Donostia, España.
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Camilloni L, Giorgi Rossi P, Farchi S, Chini F, Borgia P, Guasticchi G. Triage and Injury Severity Scores as predictors of mortality and hospital admission for injuries: a validation study. ACCIDENT; ANALYSIS AND PREVENTION 2010; 42:1958-1965. [PMID: 20728648 DOI: 10.1016/j.aap.2010.05.019] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2010] [Revised: 04/23/2010] [Accepted: 05/28/2010] [Indexed: 05/29/2023]
Abstract
BACKGROUND Many emergency departments use a rating system to establish priority based on urgency: "triage". The aim of this study was to evaluate the validity of triage in predicting hospitalization and mortality compared to that of the ICD-9-CM based Injury Severity Score (ISS). SOURCES The Emergency Information System 2000, the Hospital Information System 2000-2001 and the Mortality Register 2000-2001, of the Lazio Region. Case selection: Emergency department visits for traumas that occurred on the road or at home. OUTCOMES Hospitalization and 30-day mortality. For each case, trauma diagnoses from the ICD-9-CM were given a corresponding ISS value. We performed logistic models, including age, sex and, alternatively, triage or ISS. We compared discrimination measures and calibration of the models. RESULTS Out of 264,709 emergency department visits, 22,249 (8.4%) were followed by a hospitalization and 655 (0.2%) died within 30 days. ISS scores were calculated for 72,179 (27%) cases. Of the most urgent triage (840 patients), 78.3% (658) were hospitalized and 9% (76) died, while among patients with ISS > or = 16 value (1276) 36.4% (464) of were hospitalized and 1.8% (23) died. Measures of discrimination and calibration showed similar results. The triage model had a better fitness in predicting hospitalization probability for home accidents (Hosmer-Lemeshow statistic: chi(2)(triage)=5.5 vs chi(2)(ISS)=34.3) and had a better performance for road accidents (ROC(triage)=0.71 vs ROC(ISS)=0.66). There were no differences between the models in predicting the probability of death. CONCLUSIONS The agreement between the two scales confirms the validity of triage as a clinical management tool in the emergency department, and as a proxy of trauma severity.
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Affiliation(s)
- Laura Camilloni
- Public Health Agency of Lazio Region. Via di Santa Costanza, 53, 00198 Rome, Italy.
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Di Bartolomeo S, Tillati S, Valent F, Zanier L, Barbone F. ISS mapped from ICD-9-CM by a novel freeware versus traditional coding: a comparative study. Scand J Trauma Resusc Emerg Med 2010; 18:17. [PMID: 20356359 PMCID: PMC2852374 DOI: 10.1186/1757-7241-18-17] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2010] [Accepted: 03/31/2010] [Indexed: 12/03/2022] Open
Abstract
Background Injury severity measures are based either on the Abbreviated Injury Scale (AIS) or the International Classification of diseases (ICD). The latter is more convenient because routinely collected by clinicians for administrative reasons. To exploit this advantage, a proprietary program that maps ICD-9-CM into AIS codes has been used for many years. Recently, a program called ICDPIC trauma and developed in the USA has become available free of charge for registered STATA® users. We compared the ICDPIC calculated Injury Severity Score (ISS) with the one from direct, prospective AIS coding by expert trauma registrars (dAIS). Methods The administrative records of the 289 major trauma cases admitted to the hospital of Udine-Italy from 1 July 2004 to 30 June 2005 and enrolled in the Italian Trauma Registry were retrieved and ICDPIC-ISS was calculated. The agreement between ICDPIC-ISS and dAIS-ISS was assessed by Cohen's Kappa and Bland-Altman charts. We then plotted the differences between the 2 scores against the ratio between the number of traumatic ICD-9-CM codes and the number of dAIS codes for each patient (DIARATIO). We also compared the absolute differences in ISS among 3 groups identified by DIARATIO. The discriminative power for survival of both scores was finally calculated by ROC curves. Results The scores matched in 33/272 patients (12.1%, k 0.07) and, when categorized, in 80/272 (22.4%, k 0.09). The Bland-Altman average difference was 6.36 (limits: minus 22.0 to plus 34.7). ICDPIC-ISS of 75 was particularly unreliable. The differences increased (p < 0.01) as DIARATIO increased indicating incomplete administrative coding as a cause of the differences. The area under the curve of ICDPIC-ISS was lower (0.63 vs. 0.76, p = 0.02). Conclusions Despite its great potential convenience, ICPIC-ISS agreed poorly with its conventionally calculated counterpart. Its discriminative power for survival was also significantly lower. Incomplete ICD-9-CM coding was a main cause of these findings. Because this quality of coding is standard in Italy and probably in other European countries, its effects on the performances of other trauma scores based on ICD administrative data deserve further research. Mapping ICD-9-CM code 862.8 to AIS of 6 is an overestimation.
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Harris MB, Reichmann WM, Bono CM, Bouchard K, Corbett KL, Warholic N, Simon JB, Schoenfeld AJ, Maciolek L, Corsello P, Losina E, Katz JN. Mortality in elderly patients after cervical spine fractures. J Bone Joint Surg Am 2010; 92:567-74. [PMID: 20194314 PMCID: PMC2827825 DOI: 10.2106/jbjs.i.00003] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Despite an increased risk of cervical spine fractures in older patients, little is known about the mortality associated with these fractures and there is no consensus on the optimal treatment. The purposes of this study were to determine the three-month and one-year mortality associated with cervical spine fractures in patients sixty-five years of age or older and to evaluate potential factors that may influence mortality. METHODS We performed a retrospective review of all cervical spine fractures in patients sixty-five years of age or older from 1991 to 2006 at two institutions. Information regarding age, sex, race, treatment type, neurological involvement, injury mechanism, comorbidity, and mortality were collected. Overall risk of mortality and mortality stratified by the above factors were calculated at three months and one year. Cox proportional-hazard regression was performed to identify independent correlates of mortality. RESULTS Six hundred and forty patients were included in our analysis. The mean age was eighty years (range, sixty-five to 101 years). Two hundred and ninety-four patients (46%) were male, and 116 (18%) were nonwhite. The risk of mortality was 19% at three months and 28% at one year. The effect of treatment on mortality varied with age at three months (p for interaction = 0.03) but not at one year (p for interaction = 0.08), with operative treatment being associated with less mortality for those between the ages of sixty-five and seventy-four years. A higher Charlson comorbidity score, male sex, and neurological involvement were all associated with increased risk of mortality. CONCLUSIONS Operative treatment of cervical spine fractures is associated with a lower mortality rate at three months but not at one year postoperatively for patients between sixty-five and seventy-four years old at the time of fracture.
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Affiliation(s)
- Mitchel B. Harris
- Department of Orthopedic Surgery (M.B.H., W.M.R., C.M.B., K.B., K.L.C., N.W., J.B.S., A.J.S., L.M., P.C., E.L., and J.N.K.), and the Division of Rheumatology, Immunology and Allergy (J.N.K.), Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115. E-mail address for M.B. Harris:
| | - William M. Reichmann
- Department of Orthopedic Surgery (M.B.H., W.M.R., C.M.B., K.B., K.L.C., N.W., J.B.S., A.J.S., L.M., P.C., E.L., and J.N.K.), and the Division of Rheumatology, Immunology and Allergy (J.N.K.), Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115. E-mail address for M.B. Harris:
| | - Christopher M. Bono
- Department of Orthopedic Surgery (M.B.H., W.M.R., C.M.B., K.B., K.L.C., N.W., J.B.S., A.J.S., L.M., P.C., E.L., and J.N.K.), and the Division of Rheumatology, Immunology and Allergy (J.N.K.), Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115. E-mail address for M.B. Harris:
| | - Kim Bouchard
- Department of Orthopedic Surgery (M.B.H., W.M.R., C.M.B., K.B., K.L.C., N.W., J.B.S., A.J.S., L.M., P.C., E.L., and J.N.K.), and the Division of Rheumatology, Immunology and Allergy (J.N.K.), Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115. E-mail address for M.B. Harris:
| | - Kelly L. Corbett
- Department of Orthopedic Surgery (M.B.H., W.M.R., C.M.B., K.B., K.L.C., N.W., J.B.S., A.J.S., L.M., P.C., E.L., and J.N.K.), and the Division of Rheumatology, Immunology and Allergy (J.N.K.), Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115. E-mail address for M.B. Harris:
| | - Natalie Warholic
- Department of Orthopedic Surgery (M.B.H., W.M.R., C.M.B., K.B., K.L.C., N.W., J.B.S., A.J.S., L.M., P.C., E.L., and J.N.K.), and the Division of Rheumatology, Immunology and Allergy (J.N.K.), Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115. E-mail address for M.B. Harris:
| | - Josef B. Simon
- Department of Orthopedic Surgery (M.B.H., W.M.R., C.M.B., K.B., K.L.C., N.W., J.B.S., A.J.S., L.M., P.C., E.L., and J.N.K.), and the Division of Rheumatology, Immunology and Allergy (J.N.K.), Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115. E-mail address for M.B. Harris:
| | - Andrew J. Schoenfeld
- Department of Orthopedic Surgery (M.B.H., W.M.R., C.M.B., K.B., K.L.C., N.W., J.B.S., A.J.S., L.M., P.C., E.L., and J.N.K.), and the Division of Rheumatology, Immunology and Allergy (J.N.K.), Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115. E-mail address for M.B. Harris:
| | - Lawrence Maciolek
- Department of Orthopedic Surgery (M.B.H., W.M.R., C.M.B., K.B., K.L.C., N.W., J.B.S., A.J.S., L.M., P.C., E.L., and J.N.K.), and the Division of Rheumatology, Immunology and Allergy (J.N.K.), Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115. E-mail address for M.B. Harris:
| | - Paul Corsello
- Department of Orthopedic Surgery (M.B.H., W.M.R., C.M.B., K.B., K.L.C., N.W., J.B.S., A.J.S., L.M., P.C., E.L., and J.N.K.), and the Division of Rheumatology, Immunology and Allergy (J.N.K.), Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115. E-mail address for M.B. Harris:
| | - Elena Losina
- Department of Orthopedic Surgery (M.B.H., W.M.R., C.M.B., K.B., K.L.C., N.W., J.B.S., A.J.S., L.M., P.C., E.L., and J.N.K.), and the Division of Rheumatology, Immunology and Allergy (J.N.K.), Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115. E-mail address for M.B. Harris:
| | - Jeffrey N. Katz
- Department of Orthopedic Surgery (M.B.H., W.M.R., C.M.B., K.B., K.L.C., N.W., J.B.S., A.J.S., L.M., P.C., E.L., and J.N.K.), and the Division of Rheumatology, Immunology and Allergy (J.N.K.), Brigham and Women's Hospital, 75 Francis Street, Boston, MA 02115. E-mail address for M.B. Harris:
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MacDonald D, Murray M, Collins KD, Simms A, Fowler K, Felt L, Edwards AC, Alaghehbandan R. Challenges and opportunities for using administrative data to explore changes in health status: a study of the closure of the Newfoundland cod fishery. Popul Health Manag 2009; 12:345-52. [PMID: 20038261 DOI: 10.1089/pop.2009.0017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The closure of the cod fishery in Newfoundland and Labrador has had dramatic social and economic impacts on fishing communities in the province. Following a limited closure in 1992, a more extensive closure followed in 1994, which is still in force today, although income support provided to displaced fishery workers ended in 1999. A population-based study was conducted in 2004/2005 using 7 different sources of administrative and survey data to investigate a range of social, demographic, and health changes in fishing communities affected by the closure of the cod fishery from the period 1991 to 2001. Findings of this study extend our understanding of the impact of the fishing moratorium in Newfoundland. This article also presents both the challenges to and opportunities for using administrative and survey data to explore the impact of the fishery closure on the health and well-being of Newfoundland fishing communities. One of the most significant challenges to using administrative and survey databases was the inconsistencies in how communities were identified across the various databases. Although not without limitations, administrative data is a cost-effective means to explore the impact of socioeconomic change on a population's health status.
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Affiliation(s)
- Don MacDonald
- Research and Evaluation Department, Newfoundland and Labrador Centre for Health Information, St. John's, Newfoundland, Canada.
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Busse JW, Bhandari M, Devereaux PJ. The impact of time of admission on major complications and mortality in patients undergoing emergency trauma surgery. ACTA ACUST UNITED AC 2009; 75:333-8. [PMID: 15260427 DOI: 10.1080/00016470410001286] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
BACKGROUND Previous studies have shown a relationship between time of admission to hospital and mortality rates; however, it is uncertain whether such a relationship exists for patients requiring emergency trauma surgery. METHODS We included all trauma patients, except those with moderate to severe burns, who presented to a university-affiliated level 1 trauma center and underwent surgery, from 1995 until 2001 (n = 1044). We conducted univariate and multivariate analyses in which the dependent variables were in-hospital mortality and major complications, and the independent variables were the time of presentation to the trauma centre (nighttime vs. daytime, weekend vs. weekday, month of year, and year), age, sex, injury severity score, type of operative procedure, and total number of operative procedures. RESULTS None of the factors related to time of presentation were associated with major complications or mortality. Factors predictive of increased mortality were higher ISS (odds ratio 1.07; 95% confidence interval 1.03-1.08), older age (1.04; 1.03-1.07), operations involving the cardiovascular system (1.7; 1-2.6), "miscellaneous" operative procedures (1.8; 1.1-2.9), and major complications (2.4; 1.4-4.2). INTERPRETATION Time of presentation for emergency trauma surgery was not associated with differences in major complications or in mortality.
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Affiliation(s)
- Jason W Busse
- Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, Ontario, Canada.
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Quantifying data quality for clinical trials using electronic data capture. PLoS One 2008; 3:e3049. [PMID: 18725958 PMCID: PMC2516178 DOI: 10.1371/journal.pone.0003049] [Citation(s) in RCA: 71] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2008] [Accepted: 08/04/2008] [Indexed: 11/20/2022] Open
Abstract
Background Historically, only partial assessments of data quality have been performed in clinical trials, for which the most common method of measuring database error rates has been to compare the case report form (CRF) to database entries and count discrepancies. Importantly, errors arising from medical record abstraction and transcription are rarely evaluated as part of such quality assessments. Electronic Data Capture (EDC) technology has had a further impact, as paper CRFs typically leveraged for quality measurement are not used in EDC processes. Methods and Principal Findings The National Institute on Drug Abuse Treatment Clinical Trials Network has developed, implemented, and evaluated methodology for holistically assessing data quality on EDC trials. We characterize the average source-to-database error rate (14.3 errors per 10,000 fields) for the first year of use of the new evaluation method. This error rate was significantly lower than the average of published error rates for source-to-database audits, and was similar to CRF-to-database error rates reported in the published literature. We attribute this largely to an absence of medical record abstraction on the trials we examined, and to an outpatient setting characterized by less acute patient conditions. Conclusions Historically, medical record abstraction is the most significant source of error by an order of magnitude, and should be measured and managed during the course of clinical trials. Source-to-database error rates are highly dependent on the amount of structured data collection in the clinical setting and on the complexity of the medical record, dependencies that should be considered when developing data quality benchmarks.
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Abstract
Trauma registries are databases that document acute care delivered to patients hospitalised with injuries. They are designed to provide information that can be used to improve the efficiency and quality of trauma care. Indeed, the combination of trauma registry data at regional or national levels can produce very large databases that allow unprecedented opportunities for the evaluation of patient outcomes and inter-hospital comparisons. However, the creation and upkeep of trauma registries requires a substantial investment of money, time and effort, data quality is an important challenge and aggregated trauma data sets rarely represent a population-based sample of trauma. In addition, trauma hospitalisations are already routinely documented in administrative hospital discharge databases. The present review aims to provide evidence that trauma registry data can be used to improve the care dispensed to victims of injury in ways that could not be achieved with information from administrative databases alone. In addition, we will define the structure and purpose of contemporary trauma registries, acknowledge their limitations, and discuss possible ways to make them more useful.
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Basta AM, Blackmore CC, Wessells H. Predicting urethral injury from pelvic fracture patterns in male patients with blunt trauma. J Urol 2007; 177:571-5. [PMID: 17222635 DOI: 10.1016/j.juro.2006.09.040] [Citation(s) in RCA: 72] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2006] [Indexed: 11/23/2022]
Abstract
PURPOSE Precise definition of pelvic fracture location may enable prediction of which subjects are at risk for urethral injury and understanding of the pathophysiological mechanism of injury. We determined the specific anterior pelvic injury locations associated with urethral injury. MATERIALS AND METHODS We completed a retrospective, nested case-control study of 119 male patients evaluated at a single large level 1 trauma center between January 1, 1997 and July 15, 2003. We performed detailed measurements of the location, displacement and direction of force of each anterior pelvic fracture from computerized tomography and pelvic radiographs. Multiple logistic regression was used to determine associations between specific fracture locations and urethral injury after controlling for age, injury mechanism, injury severity and direction of force. RESULTS Urethral injury was present in 25 patients and all had anterior pelvic fracture (inclusive of pubic symphysis diastasis). There were no urethral injuries in patients with fractures isolated to the acetabulum. Pelvic fractures that were independently associated with urethral injury from multiple regression analysis included displaced fractures of the inferomedial pubic bone, OR 6.4 (95% CI 1.6 to 24.9), and symphysis pubis diastasis, OR 11.8 (95% CI 4.0 to 34.5). Each millimeter of symphysis pubis diastasis or inferomedial pubic bone fracture displacement was associated with an approximately 10% increased risk of urethral injury. CONCLUSIONS The location and displacement of anterior pelvic fractures in males predict risk of urethral injury and may be valuable in determining when evaluation of the urethra is appropriate.
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Affiliation(s)
- Amaya M Basta
- Department of Radiology, Harborview Injury Prevention and Research Center, Harborview Medical Center, University of Washington, Seattle, Washington 98104, USA
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Bazarian JJ, Veazie P, Mookerjee S, Lerner EB. Accuracy of mild traumatic brain injury case ascertainment using ICD-9 codes. Acad Emerg Med 2005; 13:31-8. [PMID: 16365331 DOI: 10.1197/j.aem.2005.07.038] [Citation(s) in RCA: 109] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
OBJECTIVES To determine the accuracy of mild traumatic brain injury (TBI) case ascertainment using International Classification of Diseases, 9th Revision, Clinical Modification (ICD-9-CM) codes proposed by the Centers for Disease Control and Prevention (CDC) in a 2003 Report to Congress. METHODS This was a prospective cohort study of all patients presenting to an urban academic emergency department (ED) over six months in 2003. A real-time clinical assessment of mild TBI was compared with the ICD-9 codes assigned after ED or hospital discharge for a determination of sensitivity and specificity. RESULTS Of the 35,096 patients presenting to the ED, 516 had clinically defined mild TBI and 1,000 were assigned one or more of the mild TBI ICD-9 codes proposed by the CDC. The sensitivity of these codes was 45.9% (95% confidence interval [95% CI] = 41.3% to 50.2%) with a specificity of 97.8% (95% CI = 97.6% to 97.9%). CONCLUSIONS The identification of mild TBI patients using retrospectively assigned ICD-9 codes appears to be inaccurate. These codes are associated with a significant number of false-positive and false-negative code assignments. Mild TBI incidence and prevalence estimates using these codes should be interpreted with caution. ICD-9 codes should not replace a clinical assessment for mild TBI when accurate case ascertainment is required.
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Affiliation(s)
- Jeffrey J Bazarian
- Department of Emergency Medicine, University of Rochester School of Medicine, Rochester, NY, USA.
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Bariol SV, Stewart GD, Smith RD, McKeown DW, Tolley DA. An analysis of urinary tract trauma in Scotland: imnpact on management and resource needs. Surgeon 2005; 3:27-30. [PMID: 15789790 DOI: 10.1016/s1479-666x(05)80007-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
OBJECTIVE We report the incidence, distribution, aetiology and outcome of urological trauma in a unique national database to provide an insight into its contemporary management. PATIENTS AND METHODS The Scottish Trauma Audit Group prospectively collected data from severe trauma presenting to all major Scottish hospitals. We examined data from 24,666 trauma admissions from 1999 to 2002. Patients who sustained urological injuries were identified and studied in detail. RESULTS 362 patients had urological injuries, comprising 1.5% of the trauma population, and an incidence of 1 per 45,000 head of adult population per year. Blunt injury (n = 285, 79%) was the main cause of urological trauma. Road traffic accidents were most frequent (197 patients, 54%), followed by assaults (76, 21%) and high falls (45, 12%). Renal injuries were the most common (n = 241, 67%), followed by injuries to the external genitalia (71, 20%), bladder (65, 18%), urethra (16, 4%) and ureter (3, 1%). Only 52 patients (14%) had isolated urological trauma. One hundred and fifty nine out of 310 (51%) urological patients with associated injuries were physiologically compromised on arrival in A&E, compared with only 4/52 (8%) patients with isolated urological trauma. All patients with isolated urological trauma survived, whereas 110/310 (35%) of those with associated injuries died. CONCLUSION Urological injuries in Scotland mostly result from blunt trauma due to high-energy impacts. Isolated urological injuries are uncommon and all such patients survived. The majority of patients with urological trauma have multiple injuries and require a multi-disciplinary approach. Current urological services appear adequately distributed to cope with contemporary demands of urological trauma.
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Affiliation(s)
- S V Bariol
- The Scottish Lithotriptor Centre, Western General Hospital, Edinburgh, Scotland
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Flum DR, Koepsell TD. Evaluating diagnostic accuracy in appendicitis using administrative data. J Surg Res 2005; 123:257-61. [PMID: 15680387 DOI: 10.1016/j.jss.2004.08.020] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2004] [Indexed: 12/11/2022]
Abstract
BACKGROUND Research techniques using administrative data have been used to assess quality of care in the management of appendicitis, but their validity has not been assessed. This study assessed the validity of a research technique using administrative data to determine whether patients undergoing an appendectomy actually had appendicitis or if they had a negative appendectomy (NA). MATERIALS AND METHODS A retrospective study of patients at Group Health Cooperative of Puget Sound undergoing appendectomy from 1991-1999 was conducted to compare the accuracy of administrative codes with data abstracted from medical records. RESULTS Of 1823 nonincidental appendectomies (mean age 31 +/- 18.6 years, 49.6% female), 280 did not have appendicitis by criteria applied to administrative data (15.4%). The accuracy of this method for determining appendicitis was determined by medical record evaluation revealing sensitivity (98.6%), specificity (48.6%), positive predictive value for appendicitis (83.8%), and negative predictive value for NA (70.4%). When the administrative-data technique did not classify a patient as having had appendicitis, chart-abstracted data indicated appendicitis in 6.4%, and an incorrectly labeled incidental appendectomy in 23.2%. The administrative-data technique for detecting NA erroneously included many cases of incidental appendectomy and missed many cases of clinically confirmed NA. More than half of clinical NAs were missed by the administrative technique. CONCLUSIONS In this setting, the sensitivity of administrative-data techniques for the detection of appendicitis was excellent, but their adequacy for identifying patients undergoing NA was limited. The use of this technique as a quality measure should be reconsidered.
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Affiliation(s)
- David R Flum
- Department of Surgery, University of Washington, School of Medicine, Seattle, WA 98195-7183, USA.
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Fränneby U, Gunnarsson U, Wollert S, Sandblom G. Discordance between the patient's and surgeon's perception of complications following hernia surgery. Hernia 2005; 9:145-9. [PMID: 15703861 DOI: 10.1007/s10029-004-0310-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2004] [Accepted: 11/19/2004] [Indexed: 10/25/2022]
Abstract
BACKGROUND The study was undertaken in order to assess the degree of concordance between the patient's and surgeon's perceptions of adverse events after groin hernia surgery. METHODS 206 patients who underwent elective surgery for groin hernia at Samariterhemmet, Uppsala, Sweden in 2003 were invited to a follow-up visit after 3-6 weeks. At this visit the patient was instructed to answer a questionnaire including 12 questions concerning postoperative complications. A postoperative history was taken and a clinical examination performed by a surgeon who was not present at the operation and did not know the outcome of the questionnaire. All complications noted by the physician were recorded for corresponding questions in the questionnaire. RESULTS 174 (84.5%) patients attended the follow up, 161 men and 13 women. A total of 190 complications were revealed by the questionnaire, 32 of which had caused the patient to seek help from the health-care system. There were 131 complications registered as a result of the follow-up clinical examinations and history. Kappa levels ranged from 0.11 for urinary complications to 0.56 for constipation. CONCLUSION In general, the concordance was poor. These results emphasise the importance of providing detailed information about the usual postoperative course prior to the operation. Whereas the surgeon, from a professional point of view, has a better idea about what should be expected in the postoperative period and how any complications should be categorised, only the patient has a complete picture of the symptoms and adverse events. This makes it impossible to reach complete agreement between the patient's and surgeon's perceptions of complications, even under the most ideal circumstances.
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Affiliation(s)
- U Fränneby
- Dept of Surgery, Södersjukhuset, Stockholm, Sweden
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Piontek FA, Coscia R, Marselle CS, Korn RL, Zarling EJ. Impact of American College of Surgeons verification on trauma outcomes. THE JOURNAL OF TRAUMA 2003; 54:1041-6; discussion 1046-7. [PMID: 12813321 DOI: 10.1097/01.ta.0000061107.55798.31] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE The purpose of this study was to compare the impact of trauma patient outcomes before and after Level II American College of Surgeons (ACS) verification was received in a not-for-profit community hospital. METHODS This was a retrospective analysis of hospital discharge data for timeframes before and after Level II ACS verification was conducted. Originally, 8,674 patients were identified using the International Classification of Diseases, 9th Revision codes for trauma. These data were parsed to 7,811 patients by using International Classification of Diseases, 9th Revision codes 800 xx through 959.9 x, which signify an admitting diagnosis of trauma; 3,835 of the patients were admitted after the July 28, 1998, verification date. Blunt injuries constituted the vast majority of the patients (n = 7,488). Outcome measures studied included changes in length of stay (LOS), mortality, and total cost. Internal control was coronary artery bypass graft patients at the same hospital, and external control was trauma patients at a non-ACS hospital over the same time period. Data are presented with p values and SE and the ratio of observed/expected values on the basis of the all-payer severity-adjusted diagnosis-related group severity model. RESULTS The two timeframes exhibited statistically different outcomes in several variables. Adjusting for severity postverification, LOS was 10% less (p < 0.000). Similarly, severity-adjusted mortality observed/expected ratios were significantly different: 0.81 before versus 0.59 after (p < 0.000). The severity-adjusted ratio of costs found that the postverification era was 5% lower (p < 0.000). The contribution margin of the trauma patient population to the hospital well exceeded any postverification costs. Both control groups exhibited no significant changes in their severity-adjusted outcomes, which could have invalidated these results. CONCLUSION This study suggests that the efforts and resources consumed achieving ACS Level II trauma center verification appear to result in desired outcomes as evidenced by decreased LOS, reduced in-hospital mortality rates, reduced cost, and improved contribution margins.
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