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1.
J Surg Res ; 295: 274-280, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38048751

RESUMEN

INTRODUCTION: Trauma registries and their quality improvement programs only collect data from the acute hospital admission, and no additional information is captured once the patient is discharged. This lack of long-term data limits these programs' ability to affect change. The goal of this study was to create a longitudinal patient record by linking trauma registry data with third party payer claims data to allow the tracking of these patients after discharge. METHODS: Trauma quality collaborative data (2018-2019) was utilized. Inclusion criteria were patients age ≥18, ISS ≥5 and a length of stay ≥1 d. In-hospital deaths were excluded. A deterministic match was performed with insurance claims records based on the hospital name, date of birth, sex, and dates of service (±1 d). The effect of payer type, ZIP code, International Classification of Diseases, Tenth Revision, Clinical Modification diagnosis specificity and exact dates of service on the match rate was analyzed. RESULTS: The overall match rate between these two patient record sources was 27.5%. There was a significantly higher match rate (42.8% versus 6.1%, P < 0.001) for patients with a payer that was contained in the insurance collaborative. In a subanalysis, exact dates of service did not substantially affect this match rate; however, specific International Classification of Diseases, Tenth Revision, Clinical Modification codes (i.e., all 7 characters) reduced this rate by almost half. CONCLUSIONS: We demonstrated the successful linkage of patient records in a trauma registry with their insurance claims. This will allow us to the collect longitudinal information so that we can follow these patients' long-term outcomes and subsequently improve their care.


Asunto(s)
Seguro , Registro Médico Coordinado , Humanos , Sistema de Registros , Registros Médicos , Hospitalización
2.
J Surg Res ; 282: 254-261, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36332304

RESUMEN

INTRODUCTION: The taxonomy code(s) associated with each National Provider Identifier (NPI) entry should characterize the provider's role (e.g., physician) and any specialization (e.g., orthopedic surgery). While the intent of the taxonomy system was to monitor medical appropriateness and the expertise of care provided, this system is now being used by researchers to identify providers and their practices. It is unknown how accurate the taxonomy codes are in describing a provider's true specialization. METHODS: Department websites of orthopedic surgery and general surgery from three large academic institutions were queried for practicing surgeons. The surgeon's specialty and subspeciality information listed was compared to the provider's taxonomy code(s) listed on the National Plan and Provider Enumeration System (NPPES). The match rate between these data sources was evaluated based on the specialty, subspecialty, and institution. RESULTS: There were 295 surgeons (205 general surgery and 90 orthopedic surgery) and 24 relevant taxonomies (8 orthopedic and 16 general or plastic) for analysis. Of these, 294 surgeons (99%) selected their general specialty taxonomy correctly, while only 189 (64%) correctly chose an appropriate subspecialty. General surgeons correctly chose a subspecialty more often than orthopedic surgeons (70 versus 51%, P = 0.002). The institution did not affect either match rate, however there were some differences noted in subspecialty match rates inside individual departments. CONCLUSIONS: In these institutions, the NPI taxonomy is not accurate for describing a surgeon's subspecialty or actual practice. Caution should be taken when utilizing this variable to describe a surgeon's subspecialization as our findings might apply in other groups.


Asunto(s)
Medicina , Procedimientos Ortopédicos , Ortopedia , Cirujanos , Humanos , Especialización
3.
J Surg Res ; 244: 521-527, 2019 12.
Artículo en Inglés | MEDLINE | ID: mdl-31336245

RESUMEN

BACKGROUND: Data accuracy is essential to obtaining correct results and making appropriate conclusions in outcomes research. Few have examined the quality of data that is used in studies involving orthopedic surgery. A nonspecific data entry has the potential to affect the results of a study or the ability to appropriately risk adjust for treatments and outcomes. This study evaluated the proportion of Not Further Specified (NFS) orthopedic injury codes found into two large trauma registries. MATERIALS: Data from the National Trauma Data Bank (NTDB) from 2011 to 2015 and from the Michigan Trauma Quality Improvement Program (MTQIP) 2011-2017 were used. We selected multiple orthopedic injuries classified via the Abbreviated Injury Scale, version 2005 (AIS2005) and calculated the percentage of NFS entries for each specific injury. RESULTS: There were a substantial proportion of fractures classified as NFS in each registry, 18.5% (range 2.4%-67.9%) in MTQIP and 27% (range 6.0%-68.5%) in the NTDB. There were significantly more NFS entries when the fractures were complex versus simple in both MTQIP (34.5% versus 9.6%, P < 0.001) and the NTDB (41.8% versus 15.7%, P < 0.001). The level of trauma center affected the proportion of NFS codes differently between the registries. CONCLUSIONS: The proportion of nonspecific entries in these two large trauma registries is concerning. These data can affect the results and conclusions from research studies as well as impact our ability to truly risk adjust for treatments and outcomes. Further studies should explore the reasons for these findings.


Asunto(s)
Fracturas Óseas/epidemiología , Traumatismo Múltiple/epidemiología , Sistema de Registros , Fracturas Óseas/clasificación , Fracturas Óseas/cirugía , Humanos , Traumatismo Múltiple/clasificación , Traumatismo Múltiple/cirugía , Procedimientos Ortopédicos , Especialidades Quirúrgicas
4.
Surg Innov ; 26(2): 227-233, 2019 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-30497340

RESUMEN

OBJECTIVE: To evaluate the effect of Accountable Care Organizations (ACOs) on the use of vertebroplasty and arthroscopic partial meniscectomy, 2 procedures for which randomized controlled trials suggest similar outcomes to sham surgery and therefore may provide low value. Medicare Shared Savings Program ACOs aim to improve quality and decrease health care spending. Reducing the use of potentially low-value procedures can accomplish both of these goals. METHODS: We performed a retrospective cohort study of patients who underwent potentially low-value orthopedic procedures (vertebroplasty and partial meniscectomy) and a control (hip fracture) from 2010 to 2015 using a 20% sample of national Medicare claims. We performed an interrupted time-series analysis using linear spline models to evaluate the count of each procedure per 1000 patients, stratified by ACO participation. RESULTS: We identified 76 256 patients who underwent arthroscopic partial meniscectomy, 44 539 patients who underwent vertebroplasty, and 50 760 patients who underwent hip fracture admission. Arthroscopic partial meniscectomy rates decreased, vertebroplasty rates remained stable, and hip fracture rates increased for both groups during the study period, with similar trends among ACO and non-ACO patients. After January 1, 2013, ACO and non-ACO populations had similar trends for vertebroplasty (ACO incidence rate ratio [IRR] = 1.15 [1.08-1.23] vs non-ACO IRR = 1.11 [1.05-1.16]), meniscectomy (ACO IRR = 1.06 [1.01-1.12] vs non-ACO IRR = 1.03 [0.99-1.07]), and hip fracture (ACO IRR = 1.08 [1.01-1.14] vs non-ACO IRR = 1.08 [1.03-1.13]). CONCLUSIONS: ACOs were not associated with a reduction in the frequency of vertebroplasty and arthroscopic partial meniscectomy.


Asunto(s)
Organizaciones Responsables por la Atención/estadística & datos numéricos , Medicare/estadística & datos numéricos , Meniscectomía/estadística & datos numéricos , Calidad de la Atención de Salud/estadística & datos numéricos , Vertebroplastia/estadística & datos numéricos , Anciano , Anciano de 80 o más Años , Ahorro de Costo/estadística & datos numéricos , Femenino , Humanos , Masculino , Estudios Retrospectivos , Factores Socioeconómicos , Estados Unidos/epidemiología
5.
Artículo en Inglés | MEDLINE | ID: mdl-38685206

RESUMEN

INTRODUCTION: Early operative intervention in orthopaedic injuries is associated with decreased morbidity and mortality. Relevant process measures (e.g. femoral shaft fixation <24 hours) are used in trauma quality improvement programs to evaluate performance. Currently, there is no mechanism to account for patients who are unable to undergo surgical intervention (i.e. physiologically unstable). We characterized the factors associated with patients who did not meet these orthopaedic process measures. METHODS: A retrospective cohort study of patients from 35 ACS-COT verified Level 1 and Level 2 trauma centers was performed utilizing quality collaborative data (2017-2022). Inclusion criteria were adult patients (≥18 years), ISS ≥5, and a closed femoral shaft or open tibial shaft fracture classified via the Abbreviated Injury Scale version 2005 (AIS2005). Relevant factors (e.g. physiologic) associated with a procedural delay >24 hours were identified through a multivariable logistic regression and the effect of delay on inpatient outcomes was assessed. A sub-analysis characterized the rate of delay in "healthy patients". RESULTS: We identified 5,199 patients with a femoral shaft fracture and 87.5% had a fixation procedure, of which 31.8% had a delay, and 47.1% of those delayed were "healthy." There were 1,291 patients with an open tibial shaft fracture, 92.2% had fixation, 50.5% had an irrigation and debridement and 11.2% and 18.7% were delayed, respectively. High ISS, older age and multiple medical comorbidities were associated with a delay in femur fixation, and those delayed had a higher incidence of complications. CONCLUSIONS: There is a substantial incidence of surgical delays in some orthopaedic trauma process measures that are predicted by certain patient characteristics, and this is associated with an increased rate of complications. Understanding these factors associated with a surgical delay, and effectively accounting for them, is key if these process measures are to be used appropriately in quality improvement programs. LEVEL OF EVIDENCE: Level III; Therapeutic/Care Management.

6.
Am Surg ; : 31348241256070, 2024 May 21.
Artículo en Inglés | MEDLINE | ID: mdl-38770751

RESUMEN

BACKGROUND: Optimization of antibiotic stewardship requires determining appropriate antibiotic treatment and duration of use. Our current method of identifying infectious complications alone does not attempt to measure the resources actually utilized to treat infections in patients. We sought to develop a method accounting for treatment of infections and length of antibiotic administration to allow benchmarking of trauma hospitals with regard to days of antibiotic use. METHODS: Using trauma quality collaborative data from 35 American College of Surgeons (ACS)-verified level I and level II trauma centers between November 1, 2020, and January 31, 2023, a two-part model was created to account for (1) the odds of any antibiotic use, using logistic regression; and (2) the duration of usage, using negative binomial distribution. We adjusted for injury severity, presence/type of infection (eg, ventilator-acquired pneumonia), infectious complications, and comorbid conditions. We performed observed-to-expected adjustments to calculate each center's risk-adjusted antibiotic days, bootstrapped Observed/Expected (O/E) ratios to create confidence intervals, and flagged potential high or low outliers as hospitals whose confidence intervals lay above or below the overall mean. RESULTS: The mean antibiotic treatment days was 1.98°days with a total of 88,403 treatment days. A wide variation existed in risk-adjusted antibiotic treatment days (.76°days to 2.69°days). Several hospitals were identified as low (9 centers) or high (6 centers) outliers. CONCLUSION: There exists a wide variation in the duration of risk-adjusted antibiotic use amongst trauma centers. Further study is needed to address the underlying cause of variation and for improved antibiotic stewardship.

7.
J Trauma Acute Care Surg ; 96(1): 54-61, 2024 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-37867247

RESUMEN

BACKGROUND: Despite the growing awareness of the negative financial impact of traumatic injury on patients' lives, the association between financial toxicity and long-term health-related quality of life (hrQoL) among trauma survivors remains poorly understood. METHODS: Patients from nine trauma centers participating in a statewide trauma quality collaborative had responses from longitudinal survey data linked to inpatient trauma registry data. Financial toxicity was defined based on patient-reported survey responses regarding medical debt, work or income loss, nonmedical financial strain, and forgone care due to costs. A financial toxicity score ranging from 0 to 4 was calculated. Health-related quality of life was assessed using the EuroQol 5 Domain tool. Multivariable regression models evaluated the association between financial toxicity and hrQoL outcomes while adjusting for patient demographics, injury severity and inpatient treatment intensity, and health systems variables. RESULTS: Among the 403 patients providing 510 completed surveys, rates of individual financial toxicity elements ranged from 21% to 46%, with 65% of patients experiencing at least one element of financial toxicity. Patients with any financial toxicity had worse summary measures of hrQoL and higher rates of problems in all five EuroQol 5 Domain domains ( p < 0.05 for all). Younger age, lower household income, lack of insurance, more comorbidities, discharge to a facility, and air ambulance transportation were independently associated with higher odds of financial toxicity ( p < 0.05 for all). Injury traits and inpatient treatment intensity were not independently associated with financial toxicity. CONCLUSION: A majority of trauma survivors in this study experienced some level of financial toxicity, which was independently associated with worse risk-adjusted health outcomes across all hrQoL measures. Risk factors for financial toxicity are not related to injury severity or treatment intensity but rather to sociodemographic variables and measures of prehospital and posthospital health care resource utilization. Targeted interventions and policies are needed to address financial toxicity and ensure optimal recovery for trauma survivors. LEVEL OF EVIDENCE: Prognostic and Epidemiological; Level III.


Asunto(s)
Estrés Financiero , Calidad de Vida , Humanos , Pronóstico , Renta , Evaluación de Resultado en la Atención de Salud
8.
Int Orthop ; 37(8): 1555-60, 2013 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-23615923

RESUMEN

PURPOSE: The restoration, and fixation, of normal pelvic anatomy after a windswept type injury can be a difficult endeavor and our purpose is to describe a method to accomplish this. METHODS: A stepwise and sequential technique was utilized to effectively reduce and stabilize this injury pattern. By first closing down the open disruption posteriorly and fixing with a partially threaded SI screw, a stable platform was created upon which to work from and subsequently distract and reduce the contralateral side via an anterior internal fixator (seven), external fixator (one), or plate (one). This was followed by a fully threaded SI screw in the compression side of the sacral fracture to hold the distraction. Nine consecutive patients with LC3 (61-B3.2) were included in the study with an average FU of 15 months. RESULTS: The Keshishyan deformity index revealed an initial mean deformity of 0.0456 which was corrected to 0.0170 (postop) and 0.0181 at latest follow up. This entailed an average correction of 62 % at the latest follow up. The follow-up group was significantly different from pre-op (p = 0.0040), but not post-op (p = 0.6833). Furthermore, post-op was significantly different from pre-op (p = 0.0089). CONCLUSION: This is an effective method of correcting and maintaining reduction until healing for this relatively rare and difficult-to-treat injury pattern.


Asunto(s)
Fijación Interna de Fracturas/métodos , Fracturas Óseas/cirugía , Huesos Pélvicos/lesiones , Adolescente , Adulto , Placas Óseas , Tornillos Óseos , Femenino , Estudios de Seguimiento , Curación de Fractura , Fracturas Óseas/diagnóstico por imagen , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Huesos Pélvicos/diagnóstico por imagen , Huesos Pélvicos/cirugía , Estudios Prospectivos , Radiografía , Resultado del Tratamiento , Adulto Joven
9.
JBJS Case Connect ; 13(3)2023 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-37733912

RESUMEN

CASE: A 54-year-old woman was involved in a motor vehicle collision and sustained a lateral compression type 1 pelvic ring fracture with pubic symphyseal dislocation or a "locked pubic symphysis." Her injury failed to reduce with closed reduction maneuvers under anesthesia and necessitated a percutaneous reduction using a distraction force applied through supra-acetabular placed pedicle screws. This anterior subcutaneous internal pelvic fixator (INFIX) was also used to stabilize the injury. CONCLUSION: This is the first reported case where a locked pubic symphysis, which failed standard closed reduction measures, was reduced and stabilized through a percutaneous technique, using the INFIX.


Asunto(s)
Fracturas por Compresión , Tornillos Pediculares , Sínfisis Pubiana , Femenino , Humanos , Persona de Mediana Edad , Sínfisis Pubiana/cirugía , Pelvis , Fijadores Internos
10.
Surgery ; 174(5): 1255-1262, 2023 11.
Artículo en Inglés | MEDLINE | ID: mdl-37709648

RESUMEN

BACKGROUND: Excessive opioid prescribing has resulted in opioid diversion and misuse. In July 2018, Michigan's Public Act 251 established a state-wide policy limiting opioid prescriptions for acute pain to a 7-day supply. Traumatic injury increases the risk for new persistent opioid use, yet the impact of prescribing policy in trauma patients remains unknown. To determine the relationship between policy enactment and prescribing in trauma patients, we compared oral morphine equivalents prescribed at discharge before and after implementation of Public Act 251. METHODS: In this cross-sectional study, adult patients who received any oral opioids at discharge from a Level 1 trauma center between January 1, 2016, and June 30, 2021, were identified. The exposure was patients admitted starting July 1, 2018. Inpatient oral morphine equivalents per day 48 hours before discharge and discharge prescription oral morphine equivalents per day were calculated. Student's t test and an interrupted time series analysis were performed to compare mean oral morphine equivalents per day pre- and post-policy. Multivariable risk adjustment accounted for patient/injury factors and inpatient oral morphine equivalent use. RESULTS: A total of 3,748 patients were included in the study (pre-policy n = 1,685; post-policy n = 2,063). Implementation of the prescribing policy was associated with a significant decrease in mean discharge oral morphine equivalents per day (34.8 ± 49.5 vs 16.7 ± 32.3, P < .001). After risk adjustment, post-policy discharge prescriptions differed by -19.2 oral morphine equivalents per day (95% CI -21.7 to -16.8, P < .001). The proportion of patients obtaining a refill prescription 30 days post-discharge did not increase after implementation (0.38 ± 0.48 vs 0.37 ± 0.48, P = .7). CONCLUSION: Discharge prescription amounts for opioids in trauma patients decreased by approximately one-half after the implementation of opioid prescribing policies, and there was no compensatory increase in subsequent refill prescriptions. Future work is needed to evaluate the effect of these policies on the adequacy of pain management and functional recovery after injury.


Asunto(s)
Cuidados Posteriores , Analgésicos Opioides , Adulto , Humanos , Analgésicos Opioides/uso terapéutico , Estudios Transversales , Dolor Postoperatorio/tratamiento farmacológico , Dolor Postoperatorio/etiología , Alta del Paciente , Pautas de la Práctica en Medicina , Morfina
11.
J Trauma Acute Care Surg ; 93(2): 176-186, 2022 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-35444147

RESUMEN

BACKGROUND: Failure to rescue (FTR) is defined as mortality following a complication. Failure to rescue has come under scrutiny as a quality metric to compare trauma centers. In contrast to elective surgery, trauma has an early period of high expected mortality because of injury sequelae rather than a complication. Here, we report FTR in early and late mortality using an externally validated trauma patient database, hypothesizing that centers with higher risk-adjusted mortality rates have higher risk-adjusted FTR rates. METHODS: The study included 114,220 patients at 34 Levels I and II trauma centers in a statewide quality collaborative (2016-2020) with Injury Severity Score of ≥5. Emergency department deaths were excluded. Multivariate regression models were used to produce center-level adjusted rates for mortality and major complications. Centers were ranked on adjusted mortality rate and divided into quintiles. Early deaths (within 48 hours of presentation) and late deaths (after 48 hours) were analyzed. RESULTS: Overall, 6.7% of patients had a major complication and 3.1% died. There was no difference in the mean risk-adjusted complication rate among the centers. Failure to rescue was significantly different across the quintiles (13.8% at the very low-mortality centers vs. 23.4% at the very-high-mortality centers, p < 0.001). For early deaths, there was no difference in FTR rates among the highest and lowest mortality quintiles. For late deaths, there was a twofold increase in the FTR rate between the lowest and highest mortality centers (9.7% vs. 19.3%, p < 0.001), despite no difference in the rates of major complications (5.9% vs. 6.0%, p = 0.42). CONCLUSION: Low-performing trauma centers have higher mortality rates and lower rates of rescue following major complications. These differences are most evident in patients who survive the first 48 hours after injury. A better understanding of the complications and their role in mortality after 48 hours is an area of interest for quality improvement efforts. LEVEL OF EVIDENCE: Prognostic and Epidemiologic; Level III.


Asunto(s)
Fracaso de Rescate en Atención a la Salud , Centros Traumatológicos , Mortalidad Hospitalaria , Humanos , Puntaje de Gravedad del Traumatismo , Complicaciones Posoperatorias , Mejoramiento de la Calidad , Estudios Retrospectivos
12.
Surgery ; 171(3): 777-784, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-34876285

RESUMEN

BACKGROUND: Open long-bone fractures represent a complex injury within the trauma system. Guidelines recommend antibiotics be given within 60 minutes of patient arrival to the emergency department. We sought to measure and improve the timeliness of antibiotic administration at the patient, hospital, and population level within a collaborative quality initiative. METHODS: Trauma collaborative quality initiative data (January 2017 to December 2020) were analyzed from 34 American College of Surgeons Committee on Trauma verified level 1 and level 2 trauma centers. Inclusion criteria were adult patients (≥16 years), injury severity score ≥5, and open tibia or femur fracture. After the baseline year, hospitals were scored annually on a pay-for-performance metric based on patients receiving antibiotics within 120 minutes of emergency department arrival. Univariate tests examined the differences between baseline and subsequent year(s) performance. A multivariable logistic regression assessed the factors associated with meeting this target time. RESULTS: There were 2,624 patients with an open long-bone fracture. In the baseline year (2017), 76.9% of patients received antibiotics in ≤120 minutes, with a mean time of 57.9 ± 63.3 minutes. After implementing collaborative quality initiative-wide targets, performance significantly improved in subsequent years (2018, 2019, 2020). The collaborative quality initiative achieved their goal of ≥85% of patients receiving antibiotics in ≤120 minutes in 2019 (87.9%) and 2020 (88.5%), with a mean time of 43.3 ± 54.8 minutes (P < .05 vs 2017). CONCLUSION: A pay-for-performance process measure within a statewide trauma collaborative quality initiative improved the timely administration of antibiotics to patients with open fractures. Work remains to align compliance with the guideline target of <60 minutes and to identify factors involved in the delay of administration.


Asunto(s)
Antibacterianos/administración & dosificación , Profilaxis Antibiótica , Fracturas del Fémur/terapia , Fracturas Abiertas/terapia , Fracturas de la Tibia/terapia , Adolescente , Adulto , Anciano , Esquema de Medicación , Femenino , Fracturas del Fémur/complicaciones , Fracturas Abiertas/complicaciones , Humanos , Masculino , Michigan , Persona de Mediana Edad , Mejoramiento de la Calidad , Estudios Retrospectivos , Fracturas de la Tibia/complicaciones , Centros Traumatológicos , Adulto Joven
13.
Ann Surg Open ; 3(4): e218, 2022 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37600283

RESUMEN

The objective of this study was to evaluate how much variation in postacute care (PAC) spending after traumatic hip fracture exists between hospitals, and to what degree this variation is explained by patient factors, hospital factors, PAC setting, and PAC intensity. Background: Traumatic hip fracture is a common and costly event. This is particularly relevant given our aging population and that a substantial proportion of these patients are discharged to PAC settings. Methods: It is a cross-sectional retrospective study. In a retrospective review using Medicare claims data between 2014 and 2019, we identified PAC payments within 90 days of hospitalization discharges and grouped hospitals into quintiles of PAC spending. The degree of variation present in PAC spending across hospital quintiles was evaluated after accounting for patient case-mix factors and hospital characteristics using multivariable regression models, adjusting for PAC setting choice by fixing the proportion of PAC discharge disposition across hospital quintiles, and adjusting for PAC intensity by fixing the amount of PAC spending across hospital quintiles. The study pool included 125,745 Medicare beneficiaries who underwent operative management for traumatic hip fracture in 2078 hospitals. The primary outcome was PAC spending within 90 days of discharge following hospitalization for traumatic hip fracture. Results: Mean PAC spending varied widely between top versus bottom spending hospital quintiles ($31,831 vs $17,681). After price standardization, the difference between top versus bottom spending hospital quintiles was $8,964. Variation between hospitals decreased substantially after adjustment for PAC setting ($25,392 vs $21,274) or for PAC intensity ($25,082 vs $21,292) with little variation explained by patient or hospital factors. Conclusions: There was significant variation in PAC payments after a traumatic hip fracture between the highest- and lowest-spending hospital quintiles. Most of this variation was explained by choice of PAC discharge setting and intensity of PAC spending, not patient or hospital characteristics. These findings suggest potential systems-level inefficiencies that can be targeted for intervention to improve the appropriateness and value of healthcare spending.

14.
Surgery ; 172(3): 1015-1020, 2022 09.
Artículo en Inglés | MEDLINE | ID: mdl-35811165

RESUMEN

BACKGROUND: Meaningful reporting of quality metrics relies on detecting a statistical difference when a true difference in performance exists. Larger cohorts and longer time frames can produce higher rates of statistical differences. However, older data are less relevant when attempting to enact change in the clinical setting. The selection of time frames must reflect a balance between being too small (type II errors) and too long (stale data). We explored the use of power analysis to optimize time frame selection for trauma quality reporting. METHODS: Using data from 22 Level III trauma centers, we tested for differences in 4 outcomes within 4 cohorts of patients. With bootstrapping, we calculated the power for rejecting the null hypothesis that no difference exists amongst the centers for different time frames. From the entire sample for each site, we simulated randomly generated datasets. Each simulated dataset was tested for whether a difference was observed from the average. Power was calculated as the percentage of simulated datasets where a difference was observed. This process was repeated for each outcome. RESULTS: The power calculations for the 4 cohorts revealed that the optimal time frame for Level III trauma centers to assess whether a single site's outcomes are different from the overall average was 2 years based on an 80% cutoff. CONCLUSION: Power analysis with simulated datasets allows testing of different time frames to assess outcome differences. This type of analysis allows selection of an optimal time frame for benchmarking of Level III trauma center data.


Asunto(s)
Benchmarking , Centros Traumatológicos , Humanos
15.
J Trauma Acute Care Surg ; 91(2): 413-421, 2021 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-34108424

RESUMEN

BACKGROUND: Postacute care rehabilitation is critically important to recover after trauma, but many patients do not have access. A better understanding of the drivers behind inpatient rehabilitation facility (IRF) use has the potential for major cost-savings as well as higher-quality and more equitable patient care. We sought to quantify the variation in hospital rates of trauma patient discharge to inpatient rehabilitation and understand which factors (patient vs. injury vs. hospital level) contribute the most. METHODS: We performed a retrospective cohort study of 668,305 adult trauma patients admitted to 900 levels I to IV trauma centers between 2011 and 2015 using the National Trauma Data Bank. Participants were included if they met the following criteria: age >18 years, Injury Severity Score of ≥9, identifiable injury type, and who had one of the Centers for Medicare & Medicaid Services preferred diagnoses for inpatient rehabilitation under the "60% rule." RESULTS: The overall risk- and reliability-adjusted hospital rates of discharge to IRF averaged 18.8% in the nonelderly adult cohort (18-64 years old) and 23.4% in the older adult cohort (65 years or older). Despite controlling for all patient-, injury-, and hospital-level factors, hospital discharge of patients to IRF varied substantially between hospital quintiles and ranged from 9% to 30% in the nonelderly adult cohort and from 7% to 46% in the older adult cohort. Proportions of total variance ranged from 2.4% (patient insurance) to 12.1% (injury-level factors) in the nonelderly adult cohort and from 0.3% (patient-level factors) to 26.0% (unmeasured hospital-level factors) in the older adult cohort. CONCLUSION: Among a cohort of injured patients with diagnoses that are associated with significant rehabilitation needs, the hospital at which a patient receives their care may drive a patient's likelihood of recovering at an IRF just as much, if not more, than their clinical attributes. LEVEL OF EVIDENCE: Care management, level IV.


Asunto(s)
Hospitales , Medicare/organización & administración , Admisión del Paciente/estadística & datos numéricos , Centros Traumatológicos/estadística & datos numéricos , Heridas y Lesiones/rehabilitación , Adolescente , Adulto , Anciano , Femenino , Humanos , Puntaje de Gravedad del Traumatismo , Modelos Logísticos , Masculino , Medicare/estadística & datos numéricos , Persona de Mediana Edad , Alta del Paciente , Reproducibilidad de los Resultados , Estudios Retrospectivos , Estados Unidos/epidemiología , Heridas y Lesiones/epidemiología , Adulto Joven
16.
Trauma Surg Acute Care Open ; 5(1): e000630, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-33376809

RESUMEN

BACKGROUND: Increased time to operative intervention is associated with a greater risk of mortality and complications in adults with a hip fracture. This study sought to determine factors associated with timeliness of operation in elderly patients presenting with an isolated hip fracture and the influence of surgical delay on outcomes. METHODS: Trauma quality collaborative data (July 2016 to June 2019) were analyzed. Inclusion criteria were patients ≥65 years with an injury mechanism of fall, Abbreviated Injury Scale (AIS) 2005 diagnosis of hip fracture, and AIS extremity ≤3. Exclusion criteria included AIS in other body regions >1 and non-operative management. We examined the association of demographic, hospital, injury presentation, and comorbidity factors on a surgical delay >48 hours and patient outcomes using multivariable regression analysis. RESULTS: 10 182 patients fit our study criteria out of 212 620 patients. Mean age was 82.7±8.6 years and 68.7% were female. Delay in operation >48 hours occurred in 965 (9.5%) of patients. Factors that significantly increased mortality or discharge to hospice were increased age, male gender, emergency department hypotension, functionally dependent health status (FDHS), advanced directive, liver disease, angina, and congestive heart failure (CHF). Delay >48 hours was associated with increased mortality or discharge to hospice (OR 1.52; 95% CI 1.13 to 2.06; p<0.01). Trauma center verification level, admission service, and hip fracture volume were not associated with mortality or discharge to hospice. Factors associated with operative delay >48 hours were male gender, FDHS, CHF, chronic renal failure, and advanced directive. Admission to the orthopedic surgery service was associated with less incidence of delay >48 hours (OR 0.43; 95% CI 0.29 to 0.64; p<0.001). DISCUSSION: Hospital verification level, admission service, and patient volume did not impact the outcome of mortality/discharge to hospice. Delay to operation >48 hours was associated with increased mortality. The only measured modifiable characteristic that reduced delay to operative intervention was admission to the orthopedic surgery service. LEVEL OF EVIDENCE: III.

17.
J Trauma Acute Care Surg ; 86(1): 1-10, 2019 01.
Artículo en Inglés | MEDLINE | ID: mdl-30188423

RESUMEN

BACKGROUND: Pelvic ring fractures represent a complex injury that requires specific resources and clinical expertise for optimal trauma patient management. We examined the impact of treatment variability for this type of injury at Level I and II trauma centers on patient outcomes. METHODS: Trauma quality collaborative data (2011-2017) were analyzed. This includes data from 29 American College of Surgeons Committee on Trauma verified Level I and Level II trauma centers. Inclusion criteria were adult patients (≥16 years), Injury Severity Score of 5 or higher, blunt injury, and evidence of a partially stable or unstable pelvic ring fracture injury coding as classified using Abbreviated Injury Scale version 2005, with 2008 updates. Patients directly admitted, transferred out for definitive care, with penetrating trauma, or with no signs of life were excluded. Propensity score matching was used to create 1:1 matched cohorts of patients treated at Levels I or II trauma centers. Trauma center verification level was the exposure variable used to compare management strategies, resource utilization, and in-hospital mortality in univariate analysis. RESULTS: We selected 1,220 well-matched patients, from 1,768 total patients, using propensity score methods (610 Level I and 610 Level II cohort). There were no significant baseline characteristic differences noted between the groups. Patients with pelvic ring fractures treated at Level I trauma centers had significantly decreased mortality (7.7% vs. 11.6%, p = 0.02). Patients treated at Level II trauma centers were less likely to receive interventional angiography, undergo complicated definitive orthopedic operative treatment, and to be admitted to an intensive care unit. CONCLUSION: Admission with a partially stable or unstable pelvic ring injury to a Level I trauma center is associated with decreased mortality. Level II trauma centers had significantly less utilization of advanced treatment modalities. This variation in clinical practice highlights potential processes to emphasize in the appropriate treatment of these critically ill patients. LEVEL OF EVIDENCE: Economic/Decision, Level II.


Asunto(s)
Fracturas Óseas/epidemiología , Fracturas Óseas/mortalidad , Huesos Pélvicos/lesiones , Centros Traumatológicos/estadística & datos numéricos , Escala Resumida de Traumatismos , Adolescente , Adulto , Anciano , Angiografía/métodos , Femenino , Fracturas Óseas/complicaciones , Fracturas Óseas/cirugía , Mortalidad Hospitalaria , Humanos , Puntaje de Gravedad del Traumatismo , Masculino , Persona de Mediana Edad , Huesos Pélvicos/cirugía , Mejoramiento de la Calidad , Radiología Intervencionista/instrumentación , Sociedades Médicas , Cirujanos , Centros Traumatológicos/clasificación , Resultado del Tratamiento , Estados Unidos/epidemiología , Heridas no Penetrantes/epidemiología , Heridas no Penetrantes/terapia , Heridas Penetrantes/epidemiología , Heridas Penetrantes/terapia , Adulto Joven
19.
Injury ; 46(8): 1491-6, 2015 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-25986670

RESUMEN

OBJECTIVES: The purpose of this study was to biomechanically test a percutaneous pedicle screw construct for posterior pelvic stabilisation and compare it to standard fixation modalities. METHODS: Utilizing a sacral fracture and sacroiliac (SI) joint disruption model, we tested 4 constructs in single-leg stance: an S1 sacroiliac screw, S1 and S2 screws, the pedicle screw construct, and the pedicle screw construct+S1 screw. We recorded displacement at the pubic symphysis and SI joint using high-speed video. Axial stiffness was also calculated. Values were compared using a 2-way ANOVA with Bonferroni adjustment (p<0.05). RESULTS: In the sacral fracture model, the stiffness was greatest for the pedicle screw+S1 construct (p<0.001). There was no significant difference between the pedicle screw construct and S1 sacroiliac screw (p=1). For the SI joint model, the S1+S2 SI screws had the largest overall load and stiffness (p<0.001). The S1 screw was significantly stronger than pedicle screw construct (p=0.001). CONCLUSIONS: The pedicle screw construct biomechanically compares to currently accepted methods of fixation for sacral fractures when the fracture is uncompressible. It should not be used for SI joint disruptions as one SI or an S1+S2 are significantly stiffer and cheaper.


Asunto(s)
Fijación Interna de Fracturas/instrumentación , Fracturas Óseas/cirugía , Inestabilidad de la Articulación/cirugía , Articulación Sacroiliaca/cirugía , Fenómenos Biomecánicos , Humanos , Tornillos Pediculares , Rango del Movimiento Articular , Articulación Sacroiliaca/lesiones
20.
Orthopedics ; 37(3): e307-12, 2014 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-24762161

RESUMEN

An institutional review board-approved retrospective study was performed at a level 1 trauma center to evaluate the adequacy of current treatment guidelines in the management of humerus fractures following civilian gunshot injuries. Fifty-four patients with a humerus shaft fracture from a low-velocity gunshot wound were included in the study. Twenty-nine patients were treated nonoperatively, while 25 patients had operative treatment, with 14 undergoing plate fixation, 6 having application of an external fixator, 3 receiving an intramedullary rod, and 2 having irrigation and debridement with fracture immobilization provided by a brace. Patient demographics and injury data, radiographic analyses, and treatment complications were recorded. Healing of soft tissue and bony injuries, including fracture alignment in patients treated nonoperatively, was also evaluated. Fifty-two of 54 patients had minor soft tissue damage and were treated successfully with minimal local wound care. Two patients with larger wounds required extended wound care with repeated irrigation and debridement. Overall, 47 of 54 fractures healed with the primary mode of treatment, and 7 patients went on to nonunion requiring further intervention. Of the patients treated nonoperatively, the average deformity was 16.5°±7.4° in the coronal plane and 4.4°±4.0° in the sagittal plane. This study supports the view that the majority of humerus fractures following civilian gunshot wounds may be treated nonoperatively, with a select group of patients requiring surgical stabilization.


Asunto(s)
Fracturas del Húmero/epidemiología , Fracturas del Húmero/terapia , Sistema de Registros , Fracturas del Hombro/epidemiología , Fracturas del Hombro/terapia , Heridas por Arma de Fuego/epidemiología , Heridas por Arma de Fuego/terapia , Adolescente , Adulto , Curación de Fractura , Humanos , Michigan/epidemiología , Persona de Mediana Edad , Prevalencia , Factores de Riesgo , Resultado del Tratamiento , Adulto Joven
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