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1.
Perfusion ; 38(8): 1682-1687, 2023 11.
Artículo en Inglés | MEDLINE | ID: mdl-36148806

RESUMEN

INTRODUCTION: The risk, cost, and adverse outcomes associated with packed red blood cell (RBC) transfusions in patients with cardiopulmonary failure requiring extracorporeal membrane oxygenation (ECMO) have raised concerns regarding the overutilization of RBC products. It is, therefore, necessary to establish optimal transfusion criteria and protocols for patients supported with ECMO. The goal of this study was to establish specific criteria for RBC transfusions in patients undergoing ECMO. METHODS: This was a retrospective cohort study conducted at Stanford University Hospital. Data on RBC utilization during the entire hospital stay were obtained, which included patients aged ≥18 years who received ECMO support between 1 January 2017, and 30 June 2020 (n = 281). The primary outcome was in-hospital mortality. RESULTS: Hemoglobin (HGB) levels >10 g/dL before transfusion did not improve in-hospital survival. Therefore, we revised the HGB threshold to ≤10 g/dL to guide transfusion in patients undergoing ECMO. To validate this intervention, we prospectively compared the pre- and post-intervention cohorts for in-hospital mortality. Post-intervention analyses found 100% compliance for all eligible records and a decrease in the requirement for RBC transfusion by 1.2 units per patient without affecting the mortality. CONCLUSIONS: As an institution-driven value-based approach to guide transfusion in patients undergoing ECMO, we lowered the threshold HGB level. Validation of this revised intervention demonstrated excellent compliance and reduced the need for RBC transfusion while maintaining the clinical outcome. Our findings can help reform value-based healthcare in this cohort while maintaining the outcome.


Asunto(s)
Transfusión de Eritrocitos , Oxigenación por Membrana Extracorpórea , Humanos , Adolescente , Adulto , Transfusión de Eritrocitos/métodos , Oxigenación por Membrana Extracorpórea/métodos , Estudios Retrospectivos , Transfusión Sanguínea/métodos , Mortalidad Hospitalaria
2.
BMJ Open Qual ; 11(2)2022 05.
Artículo en Inglés | MEDLINE | ID: mdl-35551095

RESUMEN

BACKGROUND: Tracheostomy is recommended within 7 days of intubation for patients with severe traumatic brain injury (TBI) or requiring prolonged mechanical ventilation. A quality improvement project aimed to decrease time to tracheostomy to ≤7 days after intubation for eligible patients requiring tracheostomy in the surgical intensive care unit (SICU). LOCAL PROBLEM: From January 2017 to June 2018, approximately 85% of tracheostomies were performed >7 days after intubation. The tracheostomy was placed a median of 10 days after intubation (range: 1-57). METHODS: Quality improvement principles were applied at an American College of Surgeons-verified level I trauma centre to introduce and analyse interventions to improve tracheostomy timing. Using the electronic health record, we analysed changes in tracheostomy timing, hospital length of stay (LOS), ventilator-associated pneumonia and peristomal bleeding rates for three subgroups: patients with TBI, trauma patients and all SICU patients. INTERVENTIONS: In July 2018, an educational roll-out for SICU residents and staff was launched to inform them of potential benefits of early tracheostomy and potential complications, which they should discuss when counselling patient decision-makers. In July 2019, an early tracheostomy workflow targeting patients with head injury was published in an institutional Trauma Guide app. RESULTS: Median time from intubation to tracheostomy decreased for all patients from 14 days (range: 4-57) to 8 days (range: 1-32, p≤0.001), and median hospital LOS decreased from 38 days to 24 days (p<0.001, r=0.35). Median time to tracheostomy decreased significantly for trauma patients after publication of the algorithm (10 days (range: 3-21 days) to 6 days (range: 1-15 days), p=0.03). Among patients with TBI, family meetings were held earlier for patients who underwent early versus late tracheostomy (p=0.008). CONCLUSIONS: We recommend regular educational meetings, enhanced by digitally published guidelines and strategic communication as effective ways to improve tracheostomy timing. These interventions standardised practice and may benefit other institutions.


Asunto(s)
Respiración Artificial , Traqueostomía , Cuidados Críticos , Humanos , Unidades de Cuidados Intensivos , Factores de Tiempo
3.
J Healthc Leadersh ; 14: 31-45, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35422669

RESUMEN

Purpose: Physicians can limit upward trending healthcare costs, yet legal and ethical barriers prevent the use of direct financial incentives to engage physicians in cost-reduction initiatives. Physician-directed reinvestment is an alternative value-sharing arrangement in which a health system reinvests a portion of savings attributed to physician-led cost reduction initiatives back into professional areas of the physicians' choosing. Formal evaluations of such programs are lacking. Methods: To understand the impact of Stanford Health Care's physician-directed reinvestment in its first year (2017-2018) on physician engagement, adherence to program requirements around safety and fund use, and factors facilitating program dissemination, semi-structured qualitative interviews with physician participants, non-participants, and administrative stakeholders were conducted July-November 2019. Interview transcripts were qualitatively analyzed through an implementation science lens. To support contextual analysis of the qualitative data, a directional estimation of the program's impact on cost from the perspective of the health system was calculated by subtracting annual maintenance cost (derived from interview self-reported time estimates and public salary data) from internal cost accounting of the total savings from first year cohort to obtain annual net benefit, which was then divided by the annual maintenance cost. Results: Physician participation was low compared with the overall physician population (n=14 of approximately 2300 faculty physicians), though 32 qualitative interviews suggested deep engagement across physician participants and adherence to target program requirements. Reinvestment funds activated intrinsic motivators such as autonomy, purpose and inter-professional relations, and extrinsic motivators, such as the direction of resources and external recognition. Ongoing challenges included limited physician awareness of healthcare costs and the need for increased clarity around which projects rise above one's existing job responsibilities. Administrative data excluding physician time, which was not directly compensated, showed a direct cost savings of $8.9M. This implied an 11-fold return on investment excluding uncompensated physician time. Conclusion: A physician-directed reinvestment program appeared to facilitate latent frontline physician innovation towards value, though additional evaluation is needed to understand its long-term impact.

4.
J Patient Saf ; 18(2): e477-e479, 2022 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-33881808

RESUMEN

BACKGROUND: Health care-associated infections (HAIs) are costly, and existing national cost estimates are out-of-date. METHODS: We retrospectively analyzed the Agency for Healthcare Cost and Utilization Project's 2016 National Inpatient Sample, the largest all-payer U.S. inpatient database. We included all inpatient encounters with primary or secondary International Classification of Disease, 10th Revision Clinical Modification diagnosis codes corresponding to infection with catheter-associated urinary tract infections (T85.511), catheter- and line-associated blood stream infections (T80.211), surgical site infections (SSIs; T81.49), ventilator-associated pneumonias (J95.851), and Infection with Clostridioides difficile (CDI; A04.7). We combined HAI incidence data from the National Inpatient Sample with additional hospital inpatient HAI cost estimates to create national cost estimates for HAI individually and collectively. RESULTS: In 2016, 7.2 to 14.9 billion U.S. dollars were spent on HAIs in the United States. For admissions with any diagnosis of HAI, the frequencies of HAI in descending order were as follows: CDI (n = 356,754 [56%]), SSI (n = 196,215 [31%]), catheter- and line-associated blood stream infection (n = 42,811 [7%]), catheter-associated urinary tract infection (n = 23,546 [4%]), and ventilator-associated pneumonia (n = 16,767 [3%]). Collectively, CDI and SSI accounted for 79% of the cost of HAI in the United States. CONCLUSIONS: Health care-associated infections remain a significant economic burden for health care systems in the United States.


Asunto(s)
Infecciones Relacionadas con Catéteres , Infección Hospitalaria , Neumonía Asociada al Ventilador , Infecciones Urinarias , Infecciones Relacionadas con Catéteres/epidemiología , Infecciones Relacionadas con Catéteres/etiología , Infección Hospitalaria/epidemiología , Costos de la Atención en Salud , Humanos , Neumonía Asociada al Ventilador/epidemiología , Neumonía Asociada al Ventilador/etiología , Estudios Retrospectivos , Estados Unidos/epidemiología , Infecciones Urinarias/epidemiología , Infecciones Urinarias/etiología
5.
Surgery ; 170(2): 587-595, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-33941389

RESUMEN

BACKGROUND: Coronavirus disease 2019 provided the impetus for unprecedented adoption of telemedicine. This study aimed to understand video visit adoption by plastic surgery providers; and patient and surgeon perceptions about its efficacy, value, accessibility, and long-term viability. A secondary aim was to develop the proposed 'Triage Tool for Video Visits in Plastic Surgery' to help determine visit video eligibility. METHODS: This mixed-methods evaluation assessed provider-level scheduling data from the Division of Plastic and Reconstructive Surgery at Stanford Health Care to quantify telemedicine adoption and semi-structured phone interviews with patients (n = 20) and surgeons (n = 10) to explore stakeholder perspectives on video visits. RESULTS: During the 13-week period after the local stay-at-home orders due to coronavirus disease 2019, 21.4% of preoperative visits and 45.5% of postoperative visits were performed via video. Video visits were considered acceptable by patients and surgeons in plastic surgery in terms of quality of care but were limited by the inability to perform a physical examination. Interviewed clinicians reported that long-term viability needs to be centered around technology (eg, connection, video quality, etc) and physical examinations. Our findings informed a proposed triage tool to determine the appropriateness of video visits for individual patients that incorporates visit type, anesthesia, case, surgeon's role, and patient characteristics. CONCLUSION: Video technology has the potential to facilitate and improve preoperative and postoperative patient care in plastic surgery but the following components are needed: patient education on taking high-quality photos; standardized clinical guidelines for conducting video visits; and an algorithm-assisted triage tool to support scheduling.


Asunto(s)
COVID-19 , Cirujanos/estadística & datos numéricos , Cirugía Plástica/estadística & datos numéricos , Telemedicina/estadística & datos numéricos , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Masculino , Persona de Mediana Edad , Satisfacción del Paciente , Examen Físico , Relaciones Médico-Paciente , Cirujanos/psicología , Cirugía Plástica/psicología , Adulto Joven
6.
Postgrad Med J ; 97(1144): 97-102, 2021 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-32051280

RESUMEN

BACKGROUND: Repetitive laboratory testing in stable patients is low-value care. Electronic health record (EHR)-based interventions are easy to disseminate but can be restrictive. OBJECTIVE: To evaluate the effect of a minimally restrictive EHR-based intervention on utilisation. SETTING: One year before and after intervention at a 600-bed tertiary care hospital. 18 000 patients admitted to General Medicine, General Surgery and the Intensive Care Unit (ICU). INTERVENTION: Providers were required to specify the number of times each test should occur instead of being able to order them indefinitely. MEASUREMENTS: For eight tests, utilisation (number of labs performed per patient day) and number of associated orders were measured. RESULTS: Utilisation decreased for some tests on all services. Notably, complete blood count with differential decreased 9% (p<0.001) on General Medicine and 21% (p<0.001) in the ICU. CONCLUSIONS: Requiring providers to specify the number of occurrences of labs changes significantly reduces utilisation in some cases.


Asunto(s)
Pruebas Diagnósticas de Rutina/estadística & datos numéricos , Registros Electrónicos de Salud , Pautas de la Práctica en Medicina/estadística & datos numéricos , Procedimientos Innecesarios/estadística & datos numéricos , Revisión de Utilización de Recursos , Femenino , Humanos , Masculino , Persona de Mediana Edad , Retratamiento/estadística & datos numéricos , Estudios Retrospectivos
7.
Acad Med ; 95(11): 1702-1706, 2020 11.
Artículo en Inglés | MEDLINE | ID: mdl-32739931

RESUMEN

PROBLEM: Many health care systems in the United States are shifting from a fee-for-service reimbursement model to a value-based payment model. To remain competitive, health care administrators must engage frontline clinicians in their efforts to reduce costs and improve patient outcomes. Engaging physicians and other clinicians is challenging, however, as many feel overwhelmed with clinical responsibilities and do not view cost reduction as in their purview. Even if they are willing, providing a direct financial incentive to clinicians to control costs poses ethical and legal challenges. An effective incentive in the current system must motivate clinicians to engage in creative problem solving and mitigate ethical and legal risk. APPROACH: Evidence suggests the most successful behavior change interventions in physicians are multifaceted and combine intrinsic motivators, such as increased autonomy, with extrinsic motivators, such as access to funding or social recognition. Two academic health centers-the University of Utah Health and Stanford Health Care-have begun experimenting with an alternative value-sharing arrangement. Physician-directed reinvestment is an explicit agreement in which a health care system reinvests a portion of savings attributed to physician-led cost reduction initiatives back into areas of the physician's choosing, such as capital investment, research, or education. OUTCOMES: Both organizations reported similar positive outcomes, including increased engagement from clinicians and administrators, sustained or improved quality of care, reduced costs of care, and benefits from reinvested funds. Many savings opportunities were previously unknown to administrators. NEXT STEPS: Physician-directed reinvestment appears to effectively engage physicians in ongoing efforts to improve value in health care, although formal evaluation is still needed. This incentive structure may hold promise in other configurations, such as inviting nonphysicians to apply as project leaders (clinician-directed reinvestment) and expanding the program to nonacademic and ambulatory settings.


Asunto(s)
Control de Costos , Motivación , Innovación Organizacional , Médicos , Autonomía Profesional , Mejoramiento de la Calidad , Centros Médicos Académicos , Financiación del Capital , Humanos , Mecanismo de Reembolso , Apoyo a la Investigación como Asunto , Apoyo a la Formación Profesional
9.
J Am Coll Surg ; 230(6): 1098-1101, 2020 06.
Artículo en Inglés | MEDLINE | ID: mdl-32247836

RESUMEN

BACKGROUND: The novel coronavirus SARS-CoV-2 (COVID-19) can infect healthcare workers. We developed an institutional algorithm to protect operating room team members during the COVID-19 pandemic and rationally conserve personal protective equipment (PPE). STUDY DESIGN: An interventional platform (operating room, interventional suite, and endoscopy) PPE taskforce was convened by the hospital and medical school leadership and tasked with developing a common algorithm for PPE use, to be used throughout the interventional platform. In conjunction with our infectious disease experts, we developed our guidelines based on potential patterns of spread, risk of exposure, and conservation of PPE. RESULTS: A decision tree algorithm describing our institutional guidelines for precautions for operating room team members was created. This algorithm is based on urgency of operation, anticipated viral burden at the surgical site, opportunity for a procedure to aerosolize virus, and likelihood a patient could be infected based on symptoms and testing. CONCLUSIONS: Despite COVID-19 being a new threat, we have shown that by developing an easy-to-follow decision tree algorithm for the interventional platform teams, we can ensure optimal health care worker safety.


Asunto(s)
Infecciones por Coronavirus/epidemiología , Control de Infecciones/métodos , Quirófanos/organización & administración , Neumonía Viral/epidemiología , Servicio de Cirugía en Hospital/organización & administración , Comités Consultivos , Algoritmos , Betacoronavirus , COVID-19 , Árboles de Decisión , Humanos , Pandemias , Equipo de Protección Personal/provisión & distribución , Personal de Hospital , SARS-CoV-2
10.
Trauma Surg Acute Care Open ; 5(1): e000625, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-34192161

RESUMEN

BACKGROUND: Patients hospitalized with COVID-19 are at risk of developing hypoxic respiratory failure and often require prolonged mechanical ventilation. Indication and timing to perform tracheostomy is controversial in patients with COVID-19. METHODS: This was a single-institution retrospective review of tracheostomies performed on patients admitted for COVID-19 between April 8, 2020 and August 1, 2020 using a modified percutaneous tracheostomy technique to minimize hypoxia and aerosolization. RESULTS: Twelve tracheostomies were performed for COVID-related respiratory failure. Median patient age was 54 years (range: 36-76) and 9 (75%) were male. Median time to tracheostomy was 17 days (range: 10-27), and 5 (42%) patients had failed attempts at extubation prior to tracheostomy. There were no intraprocedural complications, including hypoxia. Post-tracheostomy bleeding was noted in two patients. Eight (67%) patients have been discharged at the time of this study, and there were four patient deaths unrelated to tracheostomy placement. No healthcare worker transmissions resulted from participating in the tracheostomy procedure. CONCLUSIONS: A modified percutaneous tracheostomy is feasible and can be safely performed in patients infected with COVID-19. LEVEL OF EVIDENCE: Level V, case series.

14.
J Surg Res ; 229: 150-155, 2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-29936983

RESUMEN

BACKGROUND: Recent data suggest improved splenic salvage rates when angioembolization (AE) is routinely employed for high-grade splenic injuries; however, protocols and salvage rates vary among centers. MATERIALS/METHODS: Adult patients with isolated splenic injuries were identified using the National Trauma Data Bank, 2013-2014. Patients were excluded if they underwent immediate splenectomy or died in the emergency department. To characterize patterns of AE, trauma centers were grouped into quartiles based on frequency of AE use. Unadjusted analyses and mixed-effects logistical regression controlling for center effects were performed. RESULTS: Five thousand and ninety three adult patients were identified. Overall, 705 (13.8%) underwent AE and 290 (5.7%) required a splenectomy. In unadjusted comparisons, splenectomy rates were lower for patients with severe spleen injuries who underwent AE (7% versus 11%, P = 0.02). In mixed-effect logistical regression patients with severe splenic injuries undergoing AE had a lower odds ratio (OR) for splenectomy (OR = 0.67, P = 0.04). Patients treated at centers in the highest quartile of AE use had a lower OR for splenectomy (OR = 0.58, P = 0.02). CONCLUSIONS: The use of AE in patients with isolated severe splenic injuries is associated with decreased splenectomy rates. There is an association between centers that perform AE frequently and reduced splenectomy rates.


Asunto(s)
Embolización Terapéutica/estadística & datos numéricos , Tratamientos Conservadores del Órgano/estadística & datos numéricos , Bazo/lesiones , Esplenectomía/estadística & datos numéricos , Adulto , Bases de Datos Factuales/estadística & datos numéricos , Embolización Terapéutica/métodos , Femenino , Humanos , Puntaje de Gravedad del Traumatismo , Modelos Logísticos , Masculino , Persona de Mediana Edad , Tratamientos Conservadores del Órgano/métodos , Estudios Retrospectivos , Bazo/cirugía , Centros Traumatológicos/estadística & datos numéricos , Adulto Joven
15.
BMJ Qual Saf ; 27(2): 156-162, 2018 02.
Artículo en Inglés | MEDLINE | ID: mdl-29055898

RESUMEN

BACKGROUND: Resident work hour restrictions have led to the creation of the 'night float' to care for the patients of multiple primary teams after hours. These residents are often inundated with acute issues in the numerous patients they cover and are less able to address non-urgent issues that arise at night. Further, non-urgent pages may contribute to physician alarm fatigue and negatively impact patient outcomes. OBJECTIVE: To delineate the burden of non-urgent paging at night and propose solutions. METHODS: We performed a resident review and categorisation of 1820 pages to night floats between September 2014 and December 2014. Both attending and nursing review of 10% of pages was done and compared. RESULTS: Of reviewed pages, 62.1% were urgent and 27.7% were non-urgent. Attending review of random page samples correlated well with resident review. Common reasons for non-urgent pages were non-urgent patient status updates, low-priority order requests and non-critical lab values. CONCLUSIONS: A significant number of non-urgent pages are sent at night. These pages likely distract from acute issues that arise at night and place an unnecessary burden on night floats. Both behavioural and systemic adjustments are needed to address this issue. Possible interventions include integrating low-priority messaging into the electronic health record system and use of charge nurses to help determine urgency of issues and batch non-urgent pages.


Asunto(s)
Urgencias Médicas , Internado y Residencia , Envío de Mensajes de Texto/estadística & datos numéricos , Tolerancia al Trabajo Programado , California , Comunicación , Educación de Postgrado en Medicina , Hospitales Universitarios , Humanos , Medicina Interna , Tiempo , Carga de Trabajo
16.
Am J Clin Pathol ; 148(2): 154-160, 2017 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-28898990

RESUMEN

OBJECTIVES: To curtail inappropriate plasma transfusions, we instituted clinical decision support as an alert upon order entry if the patient's recent international normalized ratio (INR) was 1.7 or less. METHODS: The alert was suppressed for massive transfusion and within operative or apheresis settings. The plasma order was automatically removed upon alert acceptance while clinical exception reasons allowed for continued transfusion. Alert impact was studied comparing a 7-month control period with a 4-month intervention period. RESULTS: Monthly plasma utilization decreased 17.4%, from a mean ± SD of 3.40 ± 0.48 to 2.82 ± 0.6 plasma units per hundred patient days (95% confidence interval [CI] of difference, -0.1 to 1.3). Plasma transfused below an INR of 1.7 or less decreased from 47.6% to 41.6% (P = .0002; odds ratio, 0.78; 95% CI, 0.69-0.89). The alert recommendation was accepted 33% of the time while clinical exceptions were chosen in the remaining cases (active bleeding, 31%; other clinical indication, 33%; and apheresis, 2%). Alert acceptance rate varied significantly among different provider specialties. CONCLUSIONS: Clinical decision support can help curtail inappropriate plasma use but needs to be part of a comprehensive strategy including audit and feedback for comprehensive, long-term changes.


Asunto(s)
Transfusión de Componentes Sanguíneos/estadística & datos numéricos , Sistemas de Apoyo a Decisiones Clínicas , Plasma , Humanos
17.
JAMA Surg ; 152(12): 1119-1125, 2017 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-28768329

RESUMEN

IMPORTANCE: Options for managing splenic injuries have evolved with a focus on nonoperative management. Long-term outcomes, such as readmissions and delayed splenectomy rate, are not well understood. OBJECTIVE: To describe the natural history of isolated splenic injuries in the United States and determine whether patterns of readmission were influenced by management strategy. DESIGN, SETTING, AND PARTICIPANTS: The Healthcare Cost and Utilization Project's Nationwide Readmission Database is an all-payer, all-ages, longitudinal administrative database that provides data on more than 35 million weighted US discharges yearly. The database was used to identify patients with isolated splenic injuries and the procedures that they received. Adult patients with isolated splenic injuries admitted from January 1 through June 30, 2013, and from January 1 through June 30, 2014, were included. Those who died during the index hospitalization or who had an additional nonsplenic injury with an Abbreviated Injury Score of 2 or greater were excluded. Univariate and mixed-effects logistic regression analysis controlling for center effect were used. Weighted numbers are reported. EXPOSURES: Initial management strategy at the time of index hospitalization, including nonprocedural management, angioembolization, and splenectomy. MAIN OUTCOMES AND MEASURES: All-cause 6-month readmission rate. Secondary outcome was delayed splenectomy rate. RESULTS: A weighted sample of 3792 patients (2146 men [56.6%] and 1646 women [43.4%]; mean [SE] age, 48.5 [0.7] years) with 5155 admission events was included. During the index hospitalization, 825 (21.8%) underwent splenectomy, 293 (7.7%) underwent angioembolization, and 2673 (70.5%) had no procedure. The overall readmission rate was 21.1% (799 patients). Readmission rates did not differ based on initial management strategy (195 patients undergoing splenectomy [23.6%], 70 undergoing angioembolism [23.9%], and 534 undergoing no procedure [20%]; P = .33). Splenectomy was performed in 36 of 799 readmitted patients (4.5%) who did not have a splenectomy at their index hospitalization, leading to an overall delayed splenectomy rate of 1.2% (36 of 2967 patients). In mixed-effects logistic regression analysis controlling for patient, injury, clinical, and hospital characteristics, the choice of splenectomy (odds ratio, 0.93; 95% CI, 0.66-1.31) vs angioembolization (odds ratio, 1.19; 95% CI, 0.72-1.97) as initial management strategy was not associated with readmission. CONCLUSIONS AND RELEVANCE: This national evaluation of the natural history of isolated splenic injuries from index admission through 6 months found that approximately 1 in 5 patients are readmitted within 6 months of discharge after an isolated splenic injury. However, the chance of readmission for splenectomy after initial nonoperative management was 1.2%. This finding suggests that the current management strategies used for isolated splenic injuries in the United States are well matched to patient need.


Asunto(s)
Readmisión del Paciente/estadística & datos numéricos , Bazo/lesiones , Heridas no Penetrantes/terapia , Adulto , Bases de Datos Factuales , Embolización Terapéutica , Femenino , Humanos , Puntaje de Gravedad del Traumatismo , Estimación de Kaplan-Meier , Modelos Logísticos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Esplenectomía , Estados Unidos/epidemiología , Heridas no Penetrantes/diagnóstico , Heridas no Penetrantes/epidemiología
18.
J Surg Res ; 215: 146-152, 2017 07.
Artículo en Inglés | MEDLINE | ID: mdl-28688640

RESUMEN

BACKGROUND: American College of Surgeons Level I Trauma Centers (ACSL1TCs) meet the same personnel and structural requirements but serve different populations. We hypothesized that these nuanced differences may amenable to description through mathematical clustering methodology. METHODS: The National Trauma Data Bank 2014 was used to derive information on ACSL1TCs. Explorative cluster hypothesis generation was performed using Ward's linkage to determine expected number of clusters based on patient and injury characteristics. Subsequent k-means clustering was applied for analysis. Comparison between clusters was performed using the Kruskal-Wallis or chi-square test. RESULTS: In 2014, 113 ACSL1TCs admitted 267,808 patients (median = 2220 patients, range: 928-6643 patients). Three clusters emerged. Cluster I centers (n = 53, 47%) were more likely to admit older, Caucasian patients who suffered from falls (P < 0.05) and had higher proportions of private (31%) and Medicare payers (29%) (P = 0.001). Cluster II centers (n = 18, 16%) were more likely to admit younger, minority males who suffered from penetrating trauma (P < 0.05) and had higher proportions of Medicaid (24%) or self-pay patients (19%) (P = 0.001). Cluster III centers (n = 42, 37%) were similar to cluster I with respect to racial demographic and payer status but resembled cluster II centers with respect to injury patterns (P < 0.05). CONCLUSIONS: Our analysis identified three unique, mathematically definable clusters of ACSL1TCs serving three broadly different patient populations. Understanding these mathematically definable clusters should have utility when assessing an institution's financial risk profile, directing prevention and outreach programs, and performing needs and resource assessments. Ultimately, clustering allows for more meaningful direct comparisons between phenotypically similar trauma centers.


Asunto(s)
Centros Traumatológicos/estadística & datos numéricos , Heridas y Lesiones/epidemiología , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Niño , Preescolar , Análisis por Conglomerados , Bases de Datos Factuales , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Medicaid/estadística & datos numéricos , Medicare/estadística & datos numéricos , Persona de Mediana Edad , Estudios Retrospectivos , Estados Unidos/epidemiología , Heridas y Lesiones/economía , Heridas y Lesiones/etiología , Adulto Joven
19.
J Surg Res ; 213: 171-176, 2017 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-28601311

RESUMEN

BACKGROUND: We hypothesized that psychiatric diagnoses would be common in hospitalized trauma patients in the United States and when present, would be associated with worse outcomes. MATERIALS AND METHODS: The Nationwide Inpatient Sample (NIS, 2012) was used to determine national estimates for the number of patients admitted with an injury. Psychiatric diagnoses were identified using diagnosis codes according to the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition. RESULTS: A total of 36.5 million patients were admitted to hospitals in the United States in 2012. Of these, 1.3 million (4%) were due to trauma. Psychiatric conditions were more common in patients admitted for trauma versus those admitted for other reasons (44% versus 34%, P < 0.001). Trauma patients who had a psychiatric diagnosis compared to trauma patients without a psychiatric diagnosis were older (mean age: 61 versus 56 y, P < 0.001), more often female (52% versus 50%, P < 0.001), and more often white (73% versus 68%, P < 0.001). For ages 18-64, drug and alcohol abuse predominated (41%), whereas dementia and related disorders (48%) were the most common in adults ≥65 y. Mortality was lower for trauma patients with a psychiatric diagnosis compared to those who did not in both unadjusted and adjusted analysis (1.9% versus 2.8%; odds ratio: 0.56, P < 0.001). CONCLUSIONS: Psychiatric conditions are present in almost half of all hospitalized trauma patients in the United States; however, the types of conditions varied with age. The frequency of psychiatric conditions in the trauma population suggests efforts should be made to address this component of patient health.


Asunto(s)
Hospitalización , Trastornos Mentales/epidemiología , Heridas y Lesiones/mortalidad , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Niño , Preescolar , Costo de Enfermedad , Bases de Datos Factuales , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Trastornos Mentales/complicaciones , Trastornos Mentales/diagnóstico , Persona de Mediana Edad , Prevalencia , Pronóstico , Estudios Retrospectivos , Estados Unidos/epidemiología , Heridas y Lesiones/complicaciones , Heridas y Lesiones/psicología , Adulto Joven
20.
J Surg Res ; 205(1): 208-12, 2016 09.
Artículo en Inglés | MEDLINE | ID: mdl-27621021

RESUMEN

BACKGROUND: Trauma patients with vascular injuries have historically been within a general surgeon's operative ability. Changes in training and decline in operative trauma have decreased trainees' exposure to these injuries. We sought to determine how frequently vascular procedures are performed at US trauma centers to quantify the need for general surgeons trained to manage vascular injuries. METHODS: We conducted a retrospective analysis of the National Trauma Data Base (NTDB) from 2012 compared with 2002. Patients with general surgical and vascular procedures were identified using International Classification of Diseases, Ninth Revision, procedure codes 38.0-39.99, excluding 38.9-38.99. RESULTS: General surgery or vascular operations were performed on 12,099 (24%) of 50,248 severely injured adult patients in 2002 and 21,854 (16%) of 138,009 injured patients in 2012. Nineteen percent to 26% of all patients underwent vascular procedures. Patients with combined general surgery and vascular procedures were less likely to be discharged home and more likely to die. In 2002, 6% of severely injured adult trauma patients underwent open vascular procedures at level III/IV trauma centers; by 2012, only 1% of vascular surgery procedures were performed at level III/IV centers (P < 0.001). CONCLUSIONS: Need for emergent vascular surgery remains common for severely injured patients. Future trauma systems and surgical training programs will need to account for the need for open vascular skills. The findings suggest that there is already a trend away from open vascular procedures at level III/IV trauma centers, which may be a sign of system compensation for changes in the workforce.


Asunto(s)
Servicios Médicos de Urgencia/tendencias , Cirugía General/tendencias , Centros Traumatológicos/tendencias , Procedimientos Quirúrgicos Vasculares/tendencias , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Servicios Médicos de Urgencia/estadística & datos numéricos , Femenino , Cirugía General/estadística & datos numéricos , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Centros Traumatológicos/estadística & datos numéricos , Adulto Joven
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