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2.
World Neurosurg ; 185: e16-e29, 2024 05.
Artigo em Inglês | MEDLINE | ID: mdl-38741324

RESUMO

OBJECTIVE: There has been a modest but progressive increase in the neurosurgical workforce, training, and service delivery in Nigeria in the last 2 decades. However, these resources are unevenly distributed. This study aimed to quantitatively assess the availability and distribution of neurosurgical resources in Nigeria while projecting the needed workforce capacity up to 2050. METHODS: An online survey of Nigerian neurosurgeons and residents assessed the country's neurosurgical infrastructure, workforce, and resources. The results were analyzed descriptively, and geospatial analysis was used to map their distribution. A projection model was fitted to predict workforce targets for 2022-2050. RESULTS: Out of 86 neurosurgery-capable health facilities, 65.1% were public hospitals, with only 17.4% accredited for residency training. Dedicated hospital beds and operating rooms for neurosurgery make up only 4.0% and 15.4% of the total, respectively. The population disease burden is estimated at 50.2 per 100,000, while the operative coverage was 153.2 cases per neurosurgeon. There are currently 132 neurosurgeons and 114 neurosurgery residents for a population of 218 million (ratio 1:1.65 million). There is an annual growth rate of 8.3%, resulting in a projected deficit of 1113 neurosurgeons by 2030 and 1104 by 2050. Timely access to neurosurgical care ranges from 21.6% to 86.7% of the population within different timeframes. CONCLUSIONS: Collaborative interventions are needed to address gaps in Nigeria's neurosurgical capacity. Investments in training, infrastructure, and funding are necessary for sustainable development and optimized outcomes.


Assuntos
Acessibilidade aos Serviços de Saúde , Neurocirurgiões , Neurocirurgia , Nigéria , Humanos , Neurocirurgia/tendências , Neurocirurgia/educação , Acessibilidade aos Serviços de Saúde/tendências , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Neurocirurgiões/provisão & distribuição , Neurocirurgiões/tendências , Mão de Obra em Saúde/tendências , Mão de Obra em Saúde/estatística & dados numéricos , Procedimentos Neurocirúrgicos/tendências , Procedimentos Neurocirúrgicos/estatística & dados numéricos , Recursos Humanos/estatística & dados numéricos , Recursos Humanos/tendências , Internato e Residência/tendências , Inquéritos e Questionários , Previsões
3.
J Neurosurg ; 136(1): 97-108, 2022 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-34330094

RESUMO

OBJECTIVE: Given its minimally invasive nature and effectiveness, stereotactic radiosurgery (SRS) has become a mainstay for the multimodal treatment of intracranial neoplasm. However, no studies have evaluated recent trends in the use of SRS versus those of open resection for the management of brain tumor or trends in the involvement of neurosurgeons in SRS (which is primarily delivered by radiation oncologists). Here, the authors used publicly available Medicare data from 2009 to 2018 to elucidate trends in the treatment of intracranial neoplasm and to compare reimbursements between these approaches. METHODS: By using CPT Professional 2019, the authors identified 10 open resection and 9 SRS codes (4 for neurosurgery and 5 for radiation oncology) for the treatment of intracranial neoplasm. Medicare payments (inflation adjusted) and allowed services (number of reimbursed procedures) for each code were abstracted from the Centers for Medicare and Medicaid Services Part B National Summary Data File (2009-2018). Payments per procedure and procedures per 100,000 Medicare enrollees were analyzed with linear regression and compared with tests for equality of slopes (α = 0.05). The average payment per procedure over the study period was compared by using the 2-tailed Welsh unequal variances t-test, and more granular comparisons were conducted by using ANOVA with post hoc Tukey honestly significant difference (HSD) tests. RESULTS: From 2009 to 2018, the number of SRS treatments per 100,000 Medicare enrollees for intracranial neoplasm increased by 3.97 cases/year (R2 = 0.99, p < 0.001), while comparable open resections decreased by 0.34 cases/year (R2 = 0.85, p < 0.001) (t16 = 7.5, p < 0.001). By 2018, 2.6 times more SRS treatments were performed per 100,000 enrollees than open resections (74.9 vs 28.7 procedures). However, neurosurgeon involvement in SRS treatment declined over the study period, from 23.4% to 11.5% of SRS treatments; simultaneously, the number of lesions treated per session increased from 1.46 to 1.84 (R2 = 0.98, p < 0.001). Overall, physician payments from 2013 to 2018 averaged $1816.08 (95% CI $1788.71-$1843.44) per SRS treatment and $1565.59 (95% CI $1535.83-$1595.34) per open resection (t10 = 15.9, p < 0.001). For neurosurgeons specifically, reimbursements averaged $1566 per open resection, but this decreased to $1031-$1198 per SRS session; comparatively, radiation oncologists were reimbursed even less (average $359-$898) per SRS session (p < 0.05 according to the Tukey HSD test for all comparisons). CONCLUSIONS: Over a decade, the number of open resections for intracranial neoplasm in Medicare enrollees declined slightly, while the number of SRS procedures increased greatly. This latter expansion is largely attributable to radiation oncologists; meanwhile, neurosurgeons have shifted their involvement in SRS toward sessions for the management of multiple lesions.


Assuntos
Neoplasias Encefálicas/economia , Neoplasias Encefálicas/cirurgia , Reembolso de Seguro de Saúde/tendências , Medicare/tendências , Neurocirurgia/economia , Neurocirurgia/tendências , Procedimentos Neurocirúrgicos/economia , Procedimentos Neurocirúrgicos/tendências , Radiocirurgia/economia , Radiocirurgia/tendências , Idoso , Idoso de 80 Anos ou mais , Centers for Medicare and Medicaid Services, U.S. , Custos e Análise de Custo , Humanos , Neurocirurgiões , Médicos , Estudos Retrospectivos , Resultado do Tratamento , Estados Unidos
4.
World Neurosurg ; 155: e142-e149, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34400327

RESUMO

BACKGROUND: The coronavirus disease identified in 2019 (COVID-19) pandemic changed neurosurgery protocols to provide ongoing care for patients while ensuring the safety of health care workers. In Brazil, the rapid spread of the disease led to new challenges in the health system. Neurooncology practice was one of the most affected by the pandemic due to restricted elective procedures and new triage protocols. We aim to characterize the impact of the pandemic on neurosurgery in Brazil. METHODS: We analyzed 112 different types of neurosurgical procedures, with special detail in 11 neurooncology procedures, listed in the Brazilian Hospital Information System records in the DATASUS database between February and July 2019 and the same period in 2020. Linear regression and paired t-test analyses were performed and considered statistically significant at P < 0.05. RESULTS: There was an overall decrease of 21.5% (28,858 cases) in all neurosurgical procedures, impacting patients needing elective procedures (-42.46%) more than emergency surgery (-5.93%). Neurooncology procedures decreased by 14.89%. Nonetheless, the mortality rate during hospitalization increased by 21.26%. Linear regression analysis in hospitalizations (Slope = 0.9912 ± 0.07431; CI [95%] = 0.8231-1.159) and total cost (Slope = 1.03 ± 0.03501; CI [95%] = 0.9511-1.109) in the 11 different types of neurooncology procedures showed a P < 0.0001. The mean cost per type of procedure showed an 11.59% increase (P = 0.0172) between 2019 and 2020. CONCLUSIONS: The COVID-19 pandemic has increased mortality, decreased hospitalizations, and therefore decreased overall costs, despite increased costs per procedure for a variety of neurosurgical procedures. Our study serves as a stark example of the effect of the pandemic on neurosurgical care in settings of limited resources and access to care.


Assuntos
COVID-19/epidemiologia , Atenção à Saúde/tendências , Países em Desenvolvimento , Sistemas de Informação Hospitalar/tendências , Procedimentos Neurocirúrgicos/tendências , Brasil/epidemiologia , COVID-19/economia , COVID-19/prevenção & controle , Atenção à Saúde/economia , Países em Desenvolvimento/economia , Pessoal de Saúde/economia , Pessoal de Saúde/tendências , Sistemas de Informação Hospitalar/economia , Humanos , Procedimentos Neurocirúrgicos/economia , Equipamento de Proteção Individual/economia , Equipamento de Proteção Individual/tendências
5.
World Neurosurg ; 155: 150-159, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34464771

RESUMO

BACKGROUND: Global neurosurgery operates at the intersection of neurosurgery and public health. Although most global neurosurgery initiatives have targeted neurosurgeons and trainees, medical students represent the future of global neurosurgery. METHODS: A narrative review of the literature regarding research methodology, education, economics, health policy, health advocacy, relevant to global neurosurgery was conducted. RESULTS: We summarize pearls that all medical students interested in global neurosurgery should know. DISCUSSION: To become effective agents of change within global neurosurgery, medical students must master competencies of motivation, organization, collaborativeness, dependability, flexibility, resilience, creative problem-solving, ethical thinking, cultural humility, and global awareness and gain knowledge and skills regarding research, education, policy making, and advocacy. Discussions with neurosurgeons and trainees, neurosurgery interest groups, conferences, university global neurosurgery initiatives, and student organizations represent opportunities for learning and becoming involved in global neurosurgery.


Assuntos
Competência Clínica , Educação Médica/métodos , Saúde Global/educação , Recursos em Saúde/tendências , Neurocirurgiões/educação , Procedimentos Neurocirúrgicos/educação , Educação Médica/tendências , Saúde Global/tendências , Conhecimentos, Atitudes e Prática em Saúde , Disparidades em Assistência à Saúde/tendências , Humanos , Neurocirurgiões/tendências , Procedimentos Neurocirúrgicos/tendências , Estudantes de Medicina
6.
World Neurosurg ; 150: e790-e793, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33839336

RESUMO

BACKGROUND: The global burden of neurosurgical disease is substantial, particularly in low- and middle-income countries (LMICs). Medical conferences are important in connecting those from LMICs to those from high-income countries for support and serve as an educational and networking tool. In this study, we sought to quantitatively assess the incorporation of global neurosurgery topics in international conferences related to the neurosurgical specialty. METHODS: A database of major international neurosurgical conferences, from the conference of a group of 9 major neurosurgical societies, that had global neurosurgery featured from 2015 to 2020 was created. We then did a retrospective analysis to study the characteristics of these conferences ranging from geographic location to number to different components of the conferences. RESULTS: There was an increase in the number of conferences with global neurosurgery since 2015. This, in addition to the occurrence of 3 wholly global neurosurgery-related conferences in recent years, is promising and suggests growth in the field. However, 52.6% of conferences took place in North American or European countries, the majority of which were high-income countries. Furthermore, a majority of the presence of global neurosurgery was in the form of individual talks (54.5%) as opposed to plenaries or sessions. CONCLUSIONS: The preponderance of conferences in North America and Europe can pose barriers for those from LMICs including travel time, expenses, and visa problems. As global neurosurgery becomes an increasing part of the global health movement, we hope that these barriers are addressed. Conferences may become an even stronger tool to promote equity in neurosurgical education and practice.


Assuntos
Congressos como Assunto/tendências , Saúde Global/tendências , Internacionalidade , Neurocirurgiões/tendências , Procedimentos Neurocirúrgicos/tendências , Estudos de Coortes , Humanos , Procedimentos Neurocirúrgicos/métodos , Estudos Retrospectivos
7.
World Neurosurg ; 151: e523-e532, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-33905912

RESUMO

BACKGROUND: In times of health resource reallocation, capacities must remain able to meet a continued demand for essential, nonambulatory neurosurgical acute care. This study sought to characterize the demand for and provision of neurosurgical acute care during the coronavirus disease 2019 (COVID-19) pandemic. METHODS: This single-center cross-sectional observational analysis compared nonambulatory neurosurgical consult encounters during the peri-surge period (March 9 to May 31, 2020) with those during an analogous period in 2019. Outcomes included consult volume, distribution of problem types, disease severity, and rate of acute operative intervention. RESULTS: A total of 1494 neurosurgical consults were analyzed. Amidst the pandemic surge, 583 consults were seen, which was 6.4 standard deviations below the mean among analogous 2016-2019 periods (mean 873; standard deviation 45, P = 0.001). Between 2019 and 2020, the proportion of degenerative spine consults decreased in favor of spinal trauma (25.6% vs. 34% and 51.9% vs. 41.4%, P = 0.088). Among aneurysmal subarachnoid hemorrhage cases, poor-grade (Hunt and Hess grades 4-5) presentations were more common (30% vs. 14.8%, P = 0.086). A greater proportion of pandemic era consults resulted in acute operative management, with an unchanged absolute frequency of acutely operative consults (123/583 [21.1%] vs. 120/911 [13.2%], P < 0.001). CONCLUSIONS: Neurosurgical consult volume during the pandemic surge hit a 5-year institutional low. Amidst vast reallocation of health care resources, demand for high-acuity nonambulatory neurosurgical care continued and proportionally increased for greater-acuity pathologies. In our continued current pandemic as well as any future situations of mass health resource reallocation, neurosurgical acute care capacities must be preserved.


Assuntos
COVID-19/epidemiologia , Recursos em Saúde/tendências , Necessidades e Demandas de Serviços de Saúde/tendências , Procedimentos Neurocirúrgicos/tendências , Gravidade do Paciente , Adulto , Idoso , COVID-19/prevenção & controle , Estudos de Coortes , Estudos Transversais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Doenças do Sistema Nervoso/diagnóstico por imagem , Doenças do Sistema Nervoso/epidemiologia , Doenças do Sistema Nervoso/cirurgia
8.
Neurosurgery ; 88(3): E259-E264, 2021 02 16.
Artigo em Inglês | MEDLINE | ID: mdl-33370820

RESUMO

BACKGROUND: Length of stay beyond medical readiness (LOS-BMR) leads to increased expenses and higher morbidity related to hospital-acquired conditions. OBJECTIVE: To determine the proportion of admitted neurosurgical patients who have LOS-BMR and associated risk factors and costs. METHODS: We performed a prospective, cohort analysis of all neurosurgical patients admitted to our institution over 5 mo. LOS-BMR was assessed daily by the attending neurosurgeon and neuro-intensivist with a standardized criterion. Univariate and multivariate logistic regressions were performed. RESULTS: Of the 884 patients admitted, 229 (25.9%) had a LOS-BMR. The average LOS-BMR was 2.7 ± 3.1 d at an average daily cost of $9 148.28 ± $12 983.10, which resulted in a total cost of $2 076 659.32 over the 5-mo period. Patients with LOS-BMR were significantly more likely to be older and to have hemiplegia, dementia, liver disease, renal disease, and diabetes mellitus. Patients with a LOS-BMR were significantly more likely to be discharged to a subacute rehabilitation/skilled nursing facility (40.2% vs 4.1%) or an acute/inpatient rehabilitation facility (22.7% vs 1.7%, P < .0001). Patients with Medicare insurance were more likely to have a LOS-BMR, whereas patients with private insurance were less likely (P = .048). CONCLUSION: The most common reason for LOS-BMR was inefficient discharge of patients to rehabilitation and nursing facilities secondary to unavailability of beds at discharge locations, insurance clearance delays, and family-related issues.


Assuntos
Continuidade da Assistência ao Paciente/tendências , Custos de Cuidados de Saúde/tendências , Tempo de Internação/tendências , Procedimentos Neurocirúrgicos/tendências , Alta do Paciente/tendências , Adulto , Idoso , Estudos de Coortes , Feminino , Humanos , Pessoa de Meia-Idade , Estudos Prospectivos , Estudos Retrospectivos , Fatores de Risco , Instituições de Cuidados Especializados de Enfermagem/tendências , Estados Unidos
9.
World Neurosurg ; 146: e431-e451, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33127572

RESUMO

OBJECTIVE: Anticipating postdischarge complications after neurosurgery remains difficult. The LACE index, based on 4 hospitalization descriptors, stratifies patients by risk of 30-day postdischarge adverse events but has not been validated in a procedure-specific manner in neurosurgery. Our study sought to explore the usefulness of the LACE index in a population undergoing cranial neurosurgery and to develop an enhanced model, LACE-Cranial. METHODS: The OptumClinformatics Database was used to identify cranial neurosurgery admissions (2004-2017). Procedures were grouped as trauma/hematoma/intracranial pressure, open vascular, functional/pain, skull base, tumor, or endovascular. Adverse events were defined as postdischarge death/readmission. LACE-Cranial was developed using a logistic regression framework incorporating an expanded feature set in addition to the original LACE components. RESULTS: A total of 40,431 admissions were included. Predictions of 30-day readmissions was best for skull base (area under the curve [AUC], 0.636) and tumor (AUC, 0.63) admissions but was generally poor. Predictive ability of 30-day mortality was best for functional/pain admissions (AUC, 0.957) and poorest for trauma/hematoma/intracranial pressure admissions (AUC, 0.613). Across procedure types except for functional/pain, a high-risk LACE score was associated with higher postdischarge bundled payment costs. Incorporating features identified to contribute independent predictive value, the LACE-Cranial model achieved procedure-specific 30-day mortality AUCs ranging from 0.904 to 0.98. Prediction of 30-day and 90-day readmissions was also improved, with tumor and skull base cases achieving 90-day readmission AUCs of 0.718 and 0.717, respectively. CONCLUSIONS: Although the unmodified LACE index shows inconsistent classification performance, the enhanced LACE-Cranial model offers excellent prediction of short-term postdischarge mortality across procedure groups and significantly improved anticipation of short-term postdischarge readmissions.


Assuntos
Revisão da Utilização de Seguros/tendências , Procedimentos Neurocirúrgicos/mortalidade , Procedimentos Neurocirúrgicos/tendências , Admissão do Paciente/tendências , Alta do Paciente/tendências , Complicações Pós-Operatórias/mortalidade , Adulto , Idoso , Estudos de Coortes , Feminino , Seguimentos , Humanos , Revisão da Utilização de Seguros/economia , Masculino , Pessoa de Meia-Idade , Mortalidade/tendências , Procedimentos Neurocirúrgicos/economia , Admissão do Paciente/economia , Alta do Paciente/economia , Readmissão do Paciente/economia , Readmissão do Paciente/tendências , Complicações Pós-Operatórias/economia
10.
World Neurosurg ; 145: e38-e52, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-32916365

RESUMO

BACKGROUND: Over the past 2 decades, management of idiopathic normal pressure hydrocephalus (iNPH) has evolved significantly. In the current study, we sought to evaluate the national prevalence and management trends of iNPH in the United States using a national database. METHODS: The National Inpatient Sample was queried for patients with an International Classification of Diseases diagnosis code for iNPH from 2007 to 2017. Trends in prevalence and procedure type were evaluated per 100,000 discharges and as a percentage of discharges, using weighted discharges. Utilization of procedure type across U.S. regions and hospital types was also compared. RESULTS: From 2007 to 2017, 302,460 weighted discharges with any diagnosis code for iNPH, aged ≥60 years, were identified. Prevalence ranged from 0.04% to 0.20% (41/100,000 to 202/100,000) among admitted patients ≥60 years old, giving an average prevalence during the study duration of 0.18% (179/100,000). Of 66,759 weighted discharges with a primary diagnosis code of iNPH undergoing surgical management, ventriculoperitoneal shunt (72.0% of discharges, n = 48,977) was most commonly used; of these, 9.3% (n = 4567) were performed laparoscopically. This result was followed by lumbar peritoneal shunt (15.1% of discharges, n = 10,441). Up to 15.1% (n = 9990) of discharges reported only a lumbar puncture, assumed to be only diagnostic, for screening, or part of serial cerebrospinal fluid removal procedures. Significant discrepancies in procedure utilization were also identified among hospitals in the Western, Southern, Northeast and Midwest regions, as well as between urban and rural hospitals (P < 0.05). CONCLUSIONS: We have summarized the national prevalence of iNPH, trends in its management over the previous decade and trends by region and hospital type.


Assuntos
Hidrocefalia de Pressão Normal/epidemiologia , Hidrocefalia de Pressão Normal/cirurgia , Procedimentos Neurocirúrgicos/tendências , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Derivações do Líquido Cefalorraquidiano , Estudos de Coortes , Bases de Dados Factuais , Feminino , Geografia , Hospitais Rurais , Hospitais Urbanos , Humanos , Hidrocefalia de Pressão Normal/complicações , Pacientes Internados , Laparoscopia/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Alta do Paciente/estatística & dados numéricos , Prevalência , Fatores Sexuais , Inquéritos e Questionários , Resultado do Tratamento , Estados Unidos/epidemiologia , Derivação Ventriculoperitoneal/estatística & dados numéricos
11.
World Neurosurg ; 148: e35-e42, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33290895

RESUMO

BACKGROUND: Neurosurgery is a specialty associated with high risk of malpractice claims, which can be influenced by quality and safety of care. Diagnostic errors have gained increasing attention as a potentially preventable problem. Despite the burden of diagnostic errors, few studies have analyzed diagnostic errors in neurosurgery. We aimed to delineate the effect of diagnostic errors on malpractice claims involving a neurosurgeon. METHODS: This retrospective study used the national Japanese malpractice claims database and included cases closed between 1961 and 2017. To examine the effect of diagnostic errors in neurosurgery, we compared diagnostic error-related claims (DERCs) with non-DERCs in indemnity, clinical outcomes, and factors relating to neurosurgeons. RESULTS: There were 95 closed malpractice claims involving neurosurgeons during the study period. Of these claims, 36 (37.9%, 95% confidence interval [CI] 28.7%-47.9%) were DERCs. Patient death was the most common outcome associated with DERCs. Wrong, delayed, and missed diagnosis occurred in 25 (69.4%, 95% CI 53.1%-82.0%), 4 (11.1%, 95% CI 4.4%-25.3%), and 7 (19.4%, 95% CI 9.8%-35.0%) cases, respectively. The most common presenting medical condition in DERCs was stroke. Subarachnoid hemorrhage, accounting for 85.7% of stroke cases, led to 27.8% of the total indemnity paid in DERCs. CONCLUSIONS: DERCs are associated with higher numbers of accepted claims and worse outcomes. Identifying diagnostic errors is important in neurosurgery, and countermeasures are required to reduce the burden on neurosurgeons and improve quality. This is the first study to focus on diagnostic errors in malpractice claims arising from neurosurgery.


Assuntos
Erros de Diagnóstico/tendências , Revisão da Utilização de Seguros/tendências , Imperícia/tendências , Neurocirurgiões/tendências , Procedimentos Neurocirúrgicos/tendências , Adulto , Erros de Diagnóstico/efeitos adversos , Feminino , Humanos , Japão/epidemiologia , Masculino , Erros Médicos/efeitos adversos , Erros Médicos/tendências , Pessoa de Meia-Idade , Neurocirurgia/tendências , Procedimentos Neurocirúrgicos/efeitos adversos , Estudos Retrospectivos
12.
World Neurosurg ; 146: e194-e204, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33091644

RESUMO

OBJECTIVE: Relative value units (RVUs) form the backbone of health care service reimbursement calculation in the United States. However, it remains unclear how well RVUs align with objective measures of procedural complexity within neurosurgery. METHODS: The 2018 American College of Surgeons National Surgical Quality Improvement Program database was queried for neurosurgical procedures with >50 patients, using Current Procedural Terminology (CPT) codes. Length of stay (LOS), operative time, mortality, and readmission and reoperation rates were collected for each code and a univariate correlation analysis was performed, with significant predictors entered into a multivariate logistic regression model, which generated predicted work RVUs, which were compared with actual RVUs to identify undervalued and overvalued procedures. RESULTS: Among 64 CPT codes, LOS, operative time, mortality, readmission, and reoperation were significant independent predictors of work RVUs and together explained 76% of RVU variance in a multivariate model (R2 = 0.76). Using a difference of >1.5 standard deviations from the mean, procedures associated with greater than predicted RVU included surgery for intracranial carotid circulation aneurysms (CPTs 61697 and 61700; residual RVU = 12.94 and 15.07, respectively), and infratemporal preauricular approaches to middle cranial fossa (CPT 61590; residual RVU = 15.39). Conversely, laminectomy/foraminotomy for decompression of additional spinal cord, cauda equina, and/or nerve root segments (CPT 63048; residual RVU = -21.30), transtemporal craniotomy for cerebellopontine angle tumor resection (CPT 61526; residual RVU = -9.95), and brachial plexus neuroplasty (CPT 64713; residual RVU = -11.29) were associated with lower than predicted RVU. CONCLUSIONS: Work RVUs for neurosurgical procedures are largely predictive of objective measures of surgical complexity, with few notable exceptions.


Assuntos
Current Procedural Terminology , Planos de Pagamento por Serviço Prestado/normas , Procedimentos Neurocirúrgicos/normas , Duração da Cirurgia , Melhoria de Qualidade/normas , Escalas de Valor Relativo , Bases de Dados Factuais/normas , Bases de Dados Factuais/tendências , Planos de Pagamento por Serviço Prestado/tendências , Humanos , Tempo de Internação/tendências , Mortalidade/tendências , Procedimentos Neurocirúrgicos/mortalidade , Procedimentos Neurocirúrgicos/tendências , Readmissão do Paciente/normas , Readmissão do Paciente/tendências , Melhoria de Qualidade/tendências , Reoperação/normas , Reoperação/tendências , Estados Unidos
13.
J Neurotrauma ; 38(7): 928-939, 2021 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-33054545

RESUMO

Traumatic brain injury (TBI) disproportionately affects low- and middle-income countries (LMICs). In these low-resource settings, effective triage of patients with TBI-including the decision of whether or not to perform neurosurgery-is critical in optimizing patient outcomes and healthcare resource utilization. Machine learning may allow for effective predictions of patient outcomes both with and without surgery. Data from patients with TBI was collected prospectively at Mulago National Referral Hospital in Kampala, Uganda, from 2016 to 2019. One linear and six non-linear machine learning models were designed to predict good versus poor outcome near hospital discharge and internally validated using nested five-fold cross-validation. The 13 predictors included clinical variables easily acquired on admission and whether or not the patient received surgery. Using an elastic-net regularized logistic regression model (GLMnet), with predictions calibrated using Platt scaling, the probability of poor outcome was calculated for each patient both with and without surgery (with the difference quantifying the "individual treatment effect," ITE). Relative ITE represents the percent reduction in chance of poor outcome, equaling this ITE divided by the probability of poor outcome with no surgery. Ultimately, 1766 patients were included. Areas under the receiver operating characteristic curve (AUROCs) ranged from 83.1% (single C5.0 ruleset) to 88.5% (random forest), with the GLMnet at 87.5%. The two variables promoting good outcomes in the GLMnet model were high Glasgow Coma Scale score and receiving surgery. For the subgroup not receiving surgery, the median relative ITE was 42.9% (interquartile range [IQR], 32.7% to 53.5%); similarly, in those receiving surgery, it was 43.2% (IQR, 32.9% to 54.3%). We provide the first machine learning-based model to predict TBI outcomes with and without surgery in LMICs, thus enabling more effective surgical decision making in the resource-limited setting. Predicted ITE similarity between surgical and non-surgical groups suggests that, currently, patients are not being chosen optimally for neurosurgical intervention. Our clinical decision aid has the potential to improve outcomes.


Assuntos
Lesões Encefálicas Traumáticas/economia , Lesões Encefálicas Traumáticas/cirurgia , Recursos em Saúde/economia , Aprendizado de Máquina/economia , Procedimentos Neurocirúrgicos/economia , Adolescente , Adulto , Lesões Encefálicas Traumáticas/epidemiologia , Criança , Feminino , Escala de Coma de Glasgow/economia , Escala de Coma de Glasgow/tendências , Recursos em Saúde/tendências , Humanos , Aprendizado de Máquina/tendências , Masculino , Pessoa de Meia-Idade , Procedimentos Neurocirúrgicos/tendências , Valor Preditivo dos Testes , Resultado do Tratamento , Uganda/epidemiologia , Adulto Jovem
14.
J Neurosurg Pediatr ; 27(1): 79-86, 2020 Oct 16.
Artigo em Inglês | MEDLINE | ID: mdl-33065534

RESUMO

OBJECTIVE: Traumatic brain injury (TBI) is a major cause of death and disability in the pediatric population. The authors assessed 1-year costs of intensive care in pediatric TBI patients. METHODS: In this retrospective multicenter cohort study of four academic ICUs in Finland, the authors used the Finnish Intensive Care Consortium database to identify children aged 0-17 years treated for TBI in ICUs between 2003 and 2013. The authors reviewed all patient health records and head CT scans for admission, treatment, and follow-up data. Patient outcomes included functional outcome (favorable outcome defined as a Glasgow Outcome Scale score of 4-5) and death within 6 months. Costs included those for the index hospitalization, rehabilitation, and social security up to 1 year after injury. To assess costs, the authors calculated the effective cost per favorable outcome (ECPFO). RESULTS: In total, 293 patients were included, of whom 61% had moderate to severe TBI (Glasgow Coma Scale [GCS] score 3-12) and 40% were ≥ 13 years of age. Of all patients, 82% had a favorable outcome and 9% died within 6 months of injury. The mean cost per patient was €48,719 ($54,557) (95% CI €41,326-€56,112). The index hospitalization accounted for 66%, rehabilitation costs for 27%, and social security costs for 7% of total healthcare costs. The ECPFO was €59,727 ($66,884) (95% CI €52,335-€67,120). A higher ECPFO was observed among patients with clinical and treatment-related variables indicative of parenchymal swelling and high intracranial pressure. Lower ECPFO was observed among patients with higher admission GCS scores and those who had epidural hematomas. CONCLUSIONS: Greater injury severity increases ECPFO and is associated with higher postdischarge costs in pediatric TBI patients. In this pediatric cohort, over two-thirds of all resources were spent on patients with favorable functional outcome, indicating appropriate resource allocation.


Assuntos
Lesões Encefálicas Traumáticas/economia , Cuidados Críticos/economia , Cuidados Críticos/tendências , Custos de Cuidados de Saúde/tendências , Unidades de Terapia Intensiva/economia , Unidades de Terapia Intensiva/tendências , Adolescente , Lesões Encefálicas Traumáticas/epidemiologia , Lesões Encefálicas Traumáticas/terapia , Criança , Pré-Escolar , Estudos de Coortes , Feminino , Finlândia/epidemiologia , Seguimentos , Humanos , Lactente , Recém-Nascido , Masculino , Procedimentos Neurocirúrgicos/economia , Procedimentos Neurocirúrgicos/tendências , Estudos Retrospectivos , Fatores de Tempo
15.
J Korean Med Sci ; 35(39): e323, 2020 Oct 12.
Artigo em Inglês | MEDLINE | ID: mdl-33045768

RESUMO

BACKGROUND: Two primary treatment methods are used for ruptured cerebral aneurysms, surgical clipping and endovascular coiling. In recent decades, endovascular coiling has shown remarkable progress compared to surgical clipping, along with technological developments. The aim of this study was to investigate the recent trends in treatments for ruptured cerebral aneurysms in Korea. METHODS: The data were obtained from the National Health Insurance database. We evaluated the trends in endovascular coiling and surgical clipping for ruptured aneurysms for the period 2000-2017. We obtained the number of prescriptions with International Classification of Diseases, 9th Revision, clinical modification codes related to nontraumatic subarachnoid hemorrhage and prescription codes S4641/4642 for surgical clipping and M1661/1662 for endovascular coiling. The medical expenses for each prescription were also obtained. The primary outcomes included the cumulative number of patients, patient rates per 100,000 people, and the correlation between patient rates and the percentage of the population in each age group. RESULTS: In the case of surgical clipping, there were no increasing or decreasing trends in the cumulative number of patients when the population/age group was ignored. When examining the trends in patient rates per 100,000 population at each year in male, there was no increasing or decreasing trend in the number of surgical clippings between the age groups, in spite of a decreasing tendency in the number of surgical clipping in male in their 40s and older than 60. In females, the surgical clipping rates tended to decrease only in patients older than 60 years, but there was no tendency to increase or decrease in the other ages. In contrast, the cumulative number of patients who underwent endovascular coiling for ruptured cerebral aneurysms increased year by year regardless of the population/age group. In both male and female, there was no increasing or decreasing trend only in the group aged 40 or younger and there was an increasing tendency in the rest of the age groups. In the trend of medical expenses, both the cost of surgical clipping and endovascular coiling showed increases. Specifically, the medical expense trend in endovascular coiling increased more rapidly than that for surgical clipping. CONCLUSION: There was a significant increase in the proportion of patients with ruptured aneurysms undergoing endovascular coiling between 2010 and 2017, whereas the use of surgical clipping decreased. The endovascular coiling was significantly increased in all age groups and surgical clipping was decreased in all age groups, especially in patients under 50 years of age.


Assuntos
Aneurisma Roto/cirurgia , Aneurisma Intracraniano/cirurgia , Procedimentos Neurocirúrgicos/tendências , Adulto , Bases de Dados Factuais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Programas Nacionais de Saúde , Procedimentos Neurocirúrgicos/economia , Procedimentos Neurocirúrgicos/métodos , República da Coreia , Instrumentos Cirúrgicos
16.
World Neurosurg ; 140: 674-680, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32797993

RESUMO

BACKGROUND: Over the past few years, a reorganization of the educational pathways has been promoted with the purpose of optimizing the acquisition of competences and their assessment, so as to reduce the risks to both health care professionals and end users. Virtual reality (VR) has been repeatedly tested, initially as a positive reinforcement for more traditional educational pathways and, more recently, as their potential substitute. The aim of this study was to demonstrate the potentiality of VR simulation training in spine surgery. METHODS: The VR simulator reproduced the lateral lumbar access to the spine. The simulation included a tutorial, the preoperative settings, and the surgical session with different levels of procedural complexity. A total of 10 users were recruited for this study: 3 senior surgeons (group A) and 7 orthopedic residents or junior orthopedic surgeons (group B). Each user completed the simulation twice. RESULTS: The user's age or previous experience with VR technology did not show any relevance. On average, the entire simulation was completed in 24'36'. Group B showed an improvement between the 2 attempts in both sessions, the preoperative settings and the surgical simulation. The number of major errors dropped from an average of 5.2 to 1.8 and from an average of 4 (maximum 6-minimum 1) to 1.4, respectively. The simulation was never interrupted because of technical bugs or adverse effects related to the technology. CONCLUSIONS: VR-based training pathways might promote a high standard of care. Our preliminary experience suggests an effective implementation of the traditional coaching process.


Assuntos
Invenções , Cirurgiões Ortopédicos/educação , Treinamento por Simulação/métodos , Doenças da Coluna Vertebral/cirurgia , Realidade Virtual , Humanos , Invenções/tendências , Procedimentos Neurocirúrgicos/educação , Procedimentos Neurocirúrgicos/métodos , Procedimentos Neurocirúrgicos/tendências , Cirurgiões Ortopédicos/tendências , Treinamento por Simulação/tendências
18.
Pain Physician ; 23(3S): S129-S147, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-32503360

RESUMO

BACKGROUND: The trends of the expenditures of facet joint interventions have not been specifically assessed in the fee-for-service (FFS) Medicare population since 2009. OBJECTIVE: The objective of this investigation is to assess trends of expenditures and utilization of facet joint interventions in FFS Medicare population from 2009 to 2018. STUDY DESIGN: The study was designed to analyze trends of expenditures and utilization of facet joint interventions in FFS Medicare population from 2009-2018 in the United States. In this manuscript: • A patient was considered as undergoing facet joint interventions throughout the year. • A visit included all regions treated during the visit. • An episode was considered as one per region utilizing primary codes only. • Services or procedures were considered all procedures (multiple levels). Data for the analysis was obtained from the standard 5% national sample of the Centers for Medicare & Medicaid Services (CMS) physician outpatient billing claims for those enrolled in the FFS Medicare program from 2009 to 2018. All the expenditures were presented with allowed costs and also were inflation adjusted to 2018 US dollars. RESULTS: This analysis showed expenditures increased by 79% from 2009 to 2018 in the form of total cost for facet joint interventions, at an annual rate of 6.7%. Cervical and lumbar radiofrequency neurotomy procedures increased 185% and 169%. However, inflation-adjusted expenditures with 2018 US dollars showed an overall increase of 53% with an annual increase of 4.9%. In addition, using inflation-adjusted expenditures per procedures increased, the overall 6% with an annual increase of 0.7%. Overall, per patient costs, with inflation adjustment, decreased from $1,925 to $1,785 with a decline of 7% and an annual decline of 0.8%. Allowed charges per visit also declined after inflation adjustment from $951.76 to $849.86 with an overall decline of 11% and an annual decline of 1.3%. Staged episodes of radiofrequency neurotomy were performed in 23.9% of patients and more than 2 episodes for radiofrequency neurotomy in 6.9%, in lumbar spine and 19.6% staged and 5.1% more than 2 episodes in cervical spine of patients in 2018. LIMITATIONS: This analysis is limited by inclusion of only the FFS Medicare population, without adding utilization patterns of Medicare Advantage plans, which constitutes almost 30% of the Medicare population. CONCLUSIONS: Even after adjusting for inflation, there was a significant increase for the expenditures of facet joint interventions with an overall 53% increase. Costs per patient and cost per visit declined. Inflation-adjusted cost per year declined 7% overall and 0.8% annually from $1,925 to $1,785, and inflation-adjusted cost per visit also declined 11% annually and 1.3% per year from $952 in 2009 to $850 in 2018. KEY WORDS: Facet joint interventions, facet joint nerve blocks, facet joint neurolysis, facet joint injections, Medicare expenditures.


Assuntos
Gastos em Saúde , Procedimentos Neurocirúrgicos/economia , Manejo da Dor/economia , Articulação Zigapofisária , Idoso , Centers for Medicare and Medicaid Services, U.S. , Dor Crônica/economia , Dor Crônica/terapia , Feminino , Humanos , Masculino , Medicare/economia , Procedimentos Neurocirúrgicos/tendências , Manejo da Dor/métodos , Manejo da Dor/tendências , Estados Unidos
19.
Childs Nerv Syst ; 36(7): 1347-1355, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32435890

RESUMO

SARS-CoV-2 COVID-19, coronavirus, has created unique challenges for the medical community after national guidelines called for the cancellation of all elective surgery. While there are clear cases of elective surgery (benign cranial cosmetic defect) and emergency surgery (hemorrhage, fracture, trauma, etc.), there is an unchartered middle ground in pediatric neurosurgery. Children, unlike adults, have dynamic anatomy and are still developing neural networks. Delaying seemingly elective surgery can affect a child's already vulnerable health state by further impacting their neurocognitive development, neurologic functioning, and potential long-term health states. The purpose of this paper is to demonstrate that "elective" pediatric neurosurgery should be risk-stratified, and multi-institutional informed guidelines established.


Assuntos
Betacoronavirus , Infecções por Coronavirus/cirurgia , Procedimentos Cirúrgicos Eletivos/tendências , Incidentes com Feridos em Massa , Procedimentos Neurocirúrgicos/tendências , Pneumonia Viral/cirurgia , Tempo para o Tratamento/tendências , COVID-19 , Criança , Infecções por Coronavirus/epidemiologia , Necessidades e Demandas de Serviços de Saúde/tendências , Humanos , Incidentes com Feridos em Massa/prevenção & controle , Pandemias , Pneumonia Viral/epidemiologia , SARS-CoV-2
20.
Pain Physician ; 23(2): E133-E149, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-32214289

RESUMO

BACKGROUND: Interventional techniques for managing spinal pain, from conservative modalities to surgical interventions, are thought to have been growing rapidly. Interventional techniques take center stage in managing chronic spinal pain. Specifically, facet joint interventions experienced explosive growth rates from 2000 to 2009, with a reversal of these growth patterns and in some settings, a trend of decline after 2009. OBJECTIVES: The objectives of this assessment of utilization patterns include providing an update of facet joint interventions in managing chronic spinal pain in the fee-for-service (FFS) Medicare population of the United States from 2000 to 2018. STUDY DESIGN: The study was designed to assess utilization patterns and variables of facet joint interventions in managing chronic spinal pain from 2000 to 2018 in the FFS Medicare population in the United States. METHODS: Data for the analysis were obtained from the master database from the Centers for Medicare & Medicaid Services (CMS) physician/supplier procedure summary from 2000 to 2018. RESULTS: Facet joint interventions increased 1.9% annually and 18.8% total from 2009 to 2018 per 100,000 FFS Medicare population compared with an annual increase of 17% and overall increase of 309.9% from 2000 to 2009. Lumbosacral facet joint nerve block sessions or visits decreased at an annual rate of 0.2% from 2009 to 2018, with an increase of 15.2% from 2000 to 2009. In contrast, lumbosacral facet joint neurolysis sessions increased at an annual rate of 7.4% from 2009 to 2018, and the utilization rate also increased at an annual rate of 23.0% from 2000 to 2009. The proportion of lumbar facet joint blocks sessions to lumbosacral facet joint neurolysis sessions changed from 6.7 in 2000 to 1.9 in 2018. Cervical and thoracic facet joint injections increased at an annual rate of 0.5% compared with cervicothoracic facet neurolysis sessions of 8.7% from 2009 to 2018. Cervical facet joint injections increased to 4.9% from 2009 to 2018 compared with neurolysis procedures of 112%. The proportion of cervical facet joint injection sessions to neurolysis sessions changed from 8.9 in 2000 to 2.4 in 2018. LIMITATIONS: This analysis is limited by inclusion of only the FFS Medicare population, without adding utilization patterns of Medicare Advantage plans, which constitutes almost 30% of the Medicare population. The utilization data for individual states also continues to be sparse and may not be accurate. CONCLUSIONS: Utilization patterns of facet joint interventions increased 1.9% per 100,000 Medicare population from 2009 to 2018. This results from an annual decline of - 0.2% lumbar facet joint injection sessions but with an increase of facet joint radiofrequency sessions of 7.4%. KEY WORDS: Interventional techniques, facet joint interventions, facet joint nerve blocks, facet joint neurolysis.


Assuntos
Denervação/tendências , Medicare/tendências , Bloqueio Nervoso/tendências , Manejo da Dor/tendências , Doenças da Coluna Vertebral/terapia , Articulação Zigapofisária , Idoso , Idoso de 80 Anos ou mais , Anestesia por Condução/métodos , Anestesia por Condução/tendências , Raquianestesia/métodos , Raquianestesia/tendências , Dor Crônica/epidemiologia , Estudos de Coortes , Denervação/métodos , Feminino , Humanos , Injeções Intra-Articulares , Masculino , Bloqueio Nervoso/métodos , Procedimentos Neurocirúrgicos/tendências , Dor/epidemiologia , Manejo da Dor/métodos , Estudos Retrospectivos , Doenças da Coluna Vertebral/epidemiologia , Estados Unidos/epidemiologia , Articulação Zigapofisária/cirurgia
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