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Gammel JJ, Moore JW, Reis RJ, Guareschi AS, Rogalski BL, Eichinger JK, Friedman RJ. Medicaid status is independently predictive of increased complications, readmission, and mortality following primary total shoulder arthroplasty. J Shoulder Elbow Surg 2025; 34:1368-1376. [PMID: 39427729 DOI: 10.1016/j.jse.2024.08.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 08/01/2024] [Accepted: 08/19/2024] [Indexed: 10/22/2024]
Abstract
BACKGROUND In recent years, several studies have evaluated the effect of Medicaid insurance status on total shoulder arthroplasty (TSA) outcomes and have presented discordant findings. The purpose of this study is to determine if Medicaid status is an independent predictor of all-cause complications, readmission, revision, and mortality following elective primary TSA using a large, national administrative claims database. METHODS The Nationwide Readmissions Database was queried to identify patients who underwent elective primary TSA from 2016 to 2020. Patients were propensity score matched in a 1:1 proportion based on age, sex, and discharge weight, yielding 15,374 Medicaid cases and 15,448 control cases. Patient demographic and discharge information, preoperative comorbidities, and postoperative outcomes were compared with bivariate analysis. Binary logistic regression was performed to account for the influence of variables other than Medicaid status on postoperative outcomes. RESULTS Medicaid patients had higher rates of preoperative comorbidities, higher Charlson-Deyo Comorbidity Index scores, and lower household incomes than matched controls. Compared to controls, Medicaid patients undergoing TSA had higher odds of adverse clinical outcomes, including all-cause complications, readmission, and mortality within 180 days, along with other specific medical and implant-related complications including broken hardware, dislocation, prosthetic loosening, and surgical site infection. Medicaid status was independently predictive of increased rates of all-cause complications within 180 days, readmission within 180 days, dislocation, pneumonia, sepsis, and decreased rates of prosthetic loosening. Medicaid patients had an increased mean cost of $1396 and increased mean length of stay of 0.4 days. CONCLUSION Medicaid status was independently predictive of readmission, complications, and mortality within 180 days of primary TSA, as well as other specific medical and surgical complications. Medicaid patients experience higher admission costs and longer hospital stays compared to those with other insurance types. Medicaid status is a risk factor for adverse clinical outcomes, and orthopedic surgeons need to consider the multitude of disparities that Medicaid patients experience when determining surgical options, treatment plans, and hospital disposition.
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Affiliation(s)
| | - John W Moore
- Medical University of South Carolina, Charleston, SC, USA
| | - Robert J Reis
- Medical University of South Carolina, Charleston, SC, USA
| | - Alexander S Guareschi
- University of Tennessee-Campbell Clinic Department of Orthopaedic Surgery and Biomedical Engineering, Memphis, TN, USA
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Kuijten RH, Bindels B, Groot O, Huele E, Gal R, Groot M, van der Velden J, Delawi D, Schwab J, Verkooijen H, Verlaan JJ, Tobert D, Rutges J. Predicting quality of life of patients after treatment for spinal metastatic disease: development and internal evaluation. Spine J 2025:S1529-9430(25)00161-5. [PMID: 40154635 DOI: 10.1016/j.spinee.2025.03.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Revised: 01/30/2025] [Accepted: 03/22/2025] [Indexed: 04/01/2025]
Abstract
BACKGROUND CONTEXT When treating spinal metastases in a palliative setting, maintaining or enhancing quality of life (QoL) is the primary therapeutic objective. Clinicians tailor their treatment strategy by weighing the QoL benefits against expected survival. To date, no available model exists that predicts QoL in patients after treatment for spinal metastases. PURPOSE To develop and internally evaluate a model predicting QoL for patients after treatment for spinal metastases, across the spectrum of (local) treatment modalities. STUDY DESIGN/SETTING Cohort study of prospectively collected data. PATIENT SAMPLE Patients with spinal metastases referred to a single tertiary referral center in the Netherlands between January 1st, 2016, and December 31st, 2021. OUTCOME MEASURES The primary outcome was achieving a minimal clinically important difference (MCID) on QoL using the EQ-5D-3L index score 3 months after the referral visit (at the outpatient clinic or emergency department). METHODS Five prediction models using machine learning were developed: random forest, stochastic gradient boosting, support vector machine, penalized logistic regression, and neural network. Performance was assessed using cross-validation during development and bootstrapping for internal evaluation with discrimination (area under the curve (AUC)), calibration, and decision curve analysis. This study was funded by the AOSpine under the Discovery & Innovation award (AOS-DIA-22-012-TUM). A total amount of CHF 40,000 ($45,000) was received. RESULTS In total, 953 patients were included in the study, of which 308 (32%) achieved the MCID at 3 months. Discrimination was fair and comparable between the models, but the random forest model outperformed the other models on calibration and was therefore chosen as the final model (AUC 0.78; confidence interval (CI): 0.71 to 0.85; calibration intercept: -0.06; CI: -0.31 to 0.25; calibration slope: 1.05; CI: 0.70 to 1.44), with the following predictors ranked by importance: baseline EQ-5D-3L index score, Karnofsky Performance Scale, primary tumor histology, opioid use, and presence of brain metastases. CONCLUSIONS We developed and internally evaluated a random forest model that predicts clinically meaningful improvement of QoL 3 months after the baseline visit at the outpatient clinic for patients with spinal metastases. Future studies should externally evaluate the random forest model to confirm its robustness and generalizability in daily practice.
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Affiliation(s)
- Rene Harmen Kuijten
- Department of Orthopedic Surgery, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht 3584 CX, The Netherlands
| | - Bas Bindels
- Department of Orthopedic Surgery, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht 3584 CX, The Netherlands
| | - Olivier Groot
- Department of Orthopedic Surgery, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht 3584 CX, The Netherlands
| | - Eline Huele
- Division of Imaging and Oncology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht 3584 CX, The Netherlands
| | - Roxanne Gal
- Division of Imaging and Oncology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht 3584 CX, The Netherlands
| | - Mark Groot
- Central Diagnostic Library, University Medical Center Utrecht, Heidelberglaan 100, Utrecht 3584 CX, The Netherlands
| | - Joanne van der Velden
- Division of Imaging and Oncology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht 3584 CX, The Netherlands
| | - Diyar Delawi
- Department of Orthopedic Surgery, Antonius Medical Center, Koekoekslaan 1, Nieuwegein 3435 CM, The Netherlands
| | - Joseph Schwab
- Department of Orthopedic Surgery, Cedars-Sinai Medical Center, 8700 Beverly Boulevard, Los Angeles, CA, USA
| | - Helena Verkooijen
- Division of Imaging and Oncology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht 3584 CX, The Netherlands; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Heidelberglaan 100, Utrecht 3584 CX, The Netherlands
| | - Jorrit Jan Verlaan
- Department of Orthopedic Surgery, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht 3584 CX, The Netherlands; Division of Imaging and Oncology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht 3584 CX, The Netherlands
| | - Daniel Tobert
- Department of Orthopedic Surgery, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Joost Rutges
- Department of Orthopedics and Sports Medicine, Erasmus Medical Center, Doctor Molewaterplein 40, Rotterdam, 3015 GD, The Netherlands.
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Chen M, Ton A, Shahrestani S, Chen X, Ballatori A, Wang JC, Buser Z. The Influence of Hospital Type, Insurance Type, and Patient Income on 30-Day Complication and Readmission Rates Following Lumbar Spine Fusion. Global Spine J 2025; 15:1061-1067. [PMID: 38103012 PMCID: PMC11877462 DOI: 10.1177/21925682231222903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND CONTEXT Several studies have shown that factors such as insurance type and patient income are associated with different readmission rates following certain orthopaedic procedures. The literature, however, remains sparse with regard to these demographic characteristics and their associations to perioperative lumbar spine fusion outcomes. PURPOSE The purpose of this study was to assess the associations between hospital type, insurance type, and patient median income to both 30-day complication and readmission rates following lumbar spine fusion. PATIENT SAMPLE Patients who underwent primary lumbar spine fusion (n = 596,568) from 2010-2016 were queried from the National Readmissions Database (NRD). OUTCOME MEASURES Incidence of 30-day complication and readmission rates. METHODS All relevant diagnoses and procedures were identified using International Classification of Disease, 9th and 10th Edition (ICD-9, 10) codes. Hospital types were categorized as metropolitan non-teaching (n = 212,131), metropolitan teaching (n = 364,752), and rural (n = 19,685). Insurance types included: Medicare (n = 213,534), Medicaid (n = 78,520), private insurance (n = 196,648), and out-of-pocket (n = 45,025). Patient income was divided into the following quartiles: Q1 (n = 112,083), Q2 (n = 145,755), Q3 (n = 156,276), and Q4 (n = 147,289), wherein quartile 1 corresponded to lower income ranges and quartile 4 to higher ranges. Statistical analysis was conducted in R. Kruskal-Wallis tests with Dunn's pairwise comparisons were performed to analyze differences in 30-day readmission and complication rates in patients who underwent lumbar spine fusion. Complications analyzed included infection, wound injury, hematoma, neurological injury, thromboembolic event, and hardware failure. RESULTS 30-day readmission was significantly higher in metropolitan teaching hospitals compared to metropolitan non-teaching hospitals and rural hospitals (P < .05). Patients from metropolitan teaching hospitals had significantly higher rates of infection (P < .001), wound injury (P < .001), hematoma (P = .018), and hardware failure (P < .002) compared to those treated at metropolitan non-teaching hospitals. Privately insured patients were significantly less likely to be readmitted at 30 days than those paying with Medicare or Medicaid (P < .01). Patients with private insurance also experienced significantly lower rates of hematoma formation than Medicare beneficiaries and out-of-pocket payers (P < .01), postoperative wound injury compared to Medicaid patients and out-of-pocket payers (P < .005), and infection compared to all other groups (P < .001). Patients in Quartile 4 experienced significantly greater rates of hematoma formation compared to those in Quartiles 1 and 2 and were more likely to experience a thromboembolic event compared to all other groups. CONCLUSION Patients undergoing lumbar spine fusion at metropolitan non-teaching hospitals and paying with private insurance had significantly lower 30-day readmission rates than their counterparts. Complications within 30 days following lumbar spine fusion were significantly higher in patients treated at metropolitan teaching hospitals and in Medicare and Medicaid beneficiaries. Aside from a few exceptions, however, patient income was generally not associated with differential complication rates.
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Affiliation(s)
- Matthew Chen
- Keck School of Medicine, Department of Orthopaedic Surgery, University of Southern California, Los Angeles, USA
| | - Andy Ton
- Keck School of Medicine, Department of Orthopaedic Surgery, University of Southern California, Los Angeles, USA
| | - Shane Shahrestani
- Keck School of Medicine, Department of Orthopaedic Surgery, University of Southern California, Los Angeles, USA
- Department of Medical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Xiao Chen
- Keck School of Medicine, Department of Orthopaedic Surgery, University of Southern California, Los Angeles, USA
- Department of Orthopaedic Surgery, Mayo Clinic, Rochester, MN, USA
| | - Alexander Ballatori
- Keck School of Medicine, Department of Orthopaedic Surgery, University of Southern California, Los Angeles, USA
| | - Jeffrey C Wang
- Keck School of Medicine, Department of Orthopaedic Surgery, University of Southern California, Los Angeles, USA
| | - Zorica Buser
- Keck School of Medicine, Department of Orthopaedic Surgery, University of Southern California, Los Angeles, USA
- Gerling Institute, Brooklyn, New York, USA
- Department of Orthopedic Surgery, NYU Grossman School of Medicine, New York, USA
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Bangash AH, Fluss R, Eleswarapu AS, Fourman MS, Gelfand Y, Murthy SG, Yassari R, De la Garza Ramos R. Racial, ethnic, and socioeconomic disparities in clinical trial reporting for metastatic spine tumors: An exploration of North American studies. Neurosurg Rev 2025; 48:247. [PMID: 39969615 PMCID: PMC11839828 DOI: 10.1007/s10143-025-03343-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Revised: 12/26/2024] [Accepted: 02/01/2025] [Indexed: 02/20/2025]
Abstract
PURPOSE The objective of this study was to evaluate the reporting of racial, ethnic, and socioeconomic data in clinical trials exploring the management of metastatic spine disease (MSD). METHODS We undertook a cross-sectional analysis of North American completed and published clinical trials registered on ClinicalTrials.gov exploring the management of patients with MSD. Data on patient demographics, trial characteristics, reporting of race and ethnicity, distribution of racial and ethnic groups, and reporting of socioeconomic measures was extracted from ClinicalTrials.gov and related publications identified through PubMed and Google Scholar searches. An exploratory data analysis was performed, followed by Pearson's Chi-square and binary logistic regression analyses to explore associations of covariates with racioethnic reporting. RESULTS Out of 158 completed trials, only 8% (12 of 158) met inclusion criteria with published results. These 12 trials included a total of 1,568 patients with a mean age of 61 years. Almost half (42%; (5 of 12)) of trials did not report race, while only 17% (2 of 12) of trials reported ethnicity. In trials reporting complete racial data (n = 5), 77% (377 of 493) patients were White, 15% (n = 73) Black or African American, and 4% (n = 19) Asian. American Indian/Alaska Native and Native Hawaiian/Other Pacific Islander patients were severely underrepresented (0.4% and 0.2%, respectively). Of the two trials reporting ethnicity, 94% (479 of 514) patients were Not Hispanic or Latino. Sponsoring body of the trial, trial phase, intervention type, number of trial patients, or mean age of patients were not significantly associated with racioethnic reporting. Notably, no trial reported any measures of socioeconomic status. CONCLUSION Our review revealed significant gaps in the reporting of racial, ethnic, and socioeconomic data in MSD clinical trials, with substantial underrepresentation of minority groups. This underrepresentation limits the generalizability of trial findings and may perpetuate health disparities. Coordinated efforts from researchers, clinicians, policymakers, and funding bodies are needed to improve diversity in future trials. Strategies such as targeted outreach, community engagement, and more inclusive eligibility criteria should be implemented to ensure that trial populations better reflect the diversity of MSD patients in the general population.
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Affiliation(s)
- Ali Haider Bangash
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Rose Fluss
- Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Ananth S Eleswarapu
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Avenue, 3rd floor, Bronx, NY, USA
| | - Mitchell S Fourman
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, 3316 Rochambeau Avenue, 3rd floor, Bronx, NY, USA
| | - Yaroslav Gelfand
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Saikiran G Murthy
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Reza Yassari
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Rafael De la Garza Ramos
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.
- Department of Neurosurgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.
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Shah KH, Susic N, Khalafallah AM, Lu VM, Ivan ME, Komotar RJ, Sargi ZB, Shah AH. Impact of insurance on outcomes of patients undergoing endoscopic transsphenoidal surgery for non-functional pituitary adenomas: a single institution study. Pituitary 2024; 28:14. [PMID: 39738750 PMCID: PMC11685240 DOI: 10.1007/s11102-024-01478-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/21/2024] [Indexed: 01/02/2025]
Abstract
PURPOSE Uninsured and underinsured patients face notable healthcare disparities in neurosurgery, but limited literature exists on the impact of insurance on non-functioning pituitary adenomas (NFPAs). We investigated how insurance affects outcomes of endoscopic transsphenoidal pituitary surgery (ETPS) for NFPAs. METHODS We retrospectively reviewed NFPA patients who underwent ETPS at our institution from 2012 to 2023. Patients were grouped by insurance status, and insured patients were further subcategorized by insurance providers. Bivariate analyses used Fisher's exact, chi-square, and t-tests. ANOVA or Kruskal-Wallis tests were applied for ≥ 2 groups. Logistic regression identified relationships between binomial variables and insurance. RESULTS Our cohort (n = 651, 56.93 ± 15.53 years, 52.53% male) included 611 insured and 40 uninsured patients. Uninsured patients had lower preoperative KPS, higher rates of visual disturbances (VD), preoperative tumor volumes (TV), chiasm compression, and Knosp 4 grade, along with lower resection and longer hospital stays (LOS) (p < 0.05). Multivariate analysis showed lack of insurance was associated with increased VD (aOR 3.38), TV (aOR 2.63), Knosp 4 (aOR 3.44), subtotal resection (aOR 2.72), and prolonged LOS (aOR 7.03) (p < 0.05). When insured patients were grouped into Private (n = 361), Medicare (n = 223), and Medicaid (n = 23), Medicaid patients had larger preoperative TV, chiasm compression, Knosp 3 grade, and longer LOS (p < 0.05), with higher odds for Knosp 3 (aOR 3.00), subtotal resection (aOR 3.86), and prolonged LOS (aOR 8.38) (p < 0.05). CONCLUSION Our study highlights significant disparities in uninsured patients and those with Medicaid, underscoring the need for targeted interventions for these populations.
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Affiliation(s)
- Khushi H Shah
- Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Nikola Susic
- Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Adham M Khalafallah
- Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Victor M Lu
- Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Michael E Ivan
- Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, FL, USA
- Sylvester Comprehensive Cancer Center, University of Miami Health System, Miami, FL, USA
| | - Ricardo J Komotar
- Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, FL, USA
- Sylvester Comprehensive Cancer Center, University of Miami Health System, Miami, FL, USA
| | - Zoukaa B Sargi
- Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, FL, USA
- Department of Otolaryngology, Miller School of Medicine, University of Miami, Miami, FL, USA
- Sylvester Comprehensive Cancer Center, University of Miami Health System, Miami, FL, USA
| | - Ashish H Shah
- Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, FL, USA.
- Sylvester Comprehensive Cancer Center, University of Miami Health System, Miami, FL, USA.
- Department of Neurological Surgery, Miller School of Medicine, University of Miami, 1475 NW 12th Ave, Miami, FL, 33136, USA.
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De la Garza Ramos R, Ryvlin J, Bangash AH, Hamad MK, Fourman MS, Shin JH, Gelfand Y, Murthy S, Yassari R. Predictors of Clavien-Dindo Grade III-IV or Grade V Complications after Metastatic Spinal Tumor Surgery: An Analysis of Sociodemographic, Socioeconomic, Clinical, Oncologic, and Operative Parameters. Cancers (Basel) 2024; 16:2741. [PMID: 39123469 PMCID: PMC11311255 DOI: 10.3390/cancers16152741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2024] [Revised: 07/28/2024] [Accepted: 07/30/2024] [Indexed: 08/12/2024] Open
Abstract
The rate of major complications and 30-day mortality after surgery for metastatic spinal tumors is relatively high. While most studies have focused on baseline comorbid conditions and operative parameters as risk factors, there is limited data on the influence of other parameters such as sociodemographic or socioeconomic data on outcomes. We retrospectively analyzed data from 165 patients who underwent surgery for spinal metastases between 2012-2023. The primary outcome was development of major complications (i.e., Clavien-Dindo Grade III-IV complications), and the secondary outcome was 30-day mortality (i.e., Clavien-Dindo Grade V complications). An exploratory data analysis that included sociodemographic, socioeconomic, clinical, oncologic, and operative parameters was performed. Following multivariable analysis, independent predictors of Clavien-Dindo Grade III-IV complications were Frankel Grade A-C, lower modified Bauer score, and lower Prognostic Nutritional Index. Independent predictors of Clavien-Dindo Grade V complications) were lung primary cancer, lower modified Bauer score, lower Prognostic Nutritional Index, and use of internal fixation. No sociodemographic or socioeconomic factor was associated with either outcome. Sociodemographic and socioeconomic factors did not impact short-term surgical outcomes for metastatic spinal tumor patients in this study. Optimization of modifiable factors like nutritional status may be more important in improving outcomes in this complex patient population.
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Affiliation(s)
- Rafael De la Garza Ramos
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY 10467, USA; (J.R.); (A.H.B.); (M.K.H.); (M.S.F.); (Y.G.); (S.M.); (R.Y.)
- Department of Neurological Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY 10467, USA
| | - Jessica Ryvlin
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY 10467, USA; (J.R.); (A.H.B.); (M.K.H.); (M.S.F.); (Y.G.); (S.M.); (R.Y.)
| | - Ali Haider Bangash
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY 10467, USA; (J.R.); (A.H.B.); (M.K.H.); (M.S.F.); (Y.G.); (S.M.); (R.Y.)
| | - Mousa K. Hamad
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY 10467, USA; (J.R.); (A.H.B.); (M.K.H.); (M.S.F.); (Y.G.); (S.M.); (R.Y.)
- Department of Neurological Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY 10467, USA
| | - Mitchell S. Fourman
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY 10467, USA; (J.R.); (A.H.B.); (M.K.H.); (M.S.F.); (Y.G.); (S.M.); (R.Y.)
- Department of Orthopedic Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY 10467, USA
| | - John H. Shin
- Department of Neurological Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02115, USA;
| | - Yaroslav Gelfand
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY 10467, USA; (J.R.); (A.H.B.); (M.K.H.); (M.S.F.); (Y.G.); (S.M.); (R.Y.)
- Department of Neurological Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY 10467, USA
| | - Saikiran Murthy
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY 10467, USA; (J.R.); (A.H.B.); (M.K.H.); (M.S.F.); (Y.G.); (S.M.); (R.Y.)
- Department of Neurological Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY 10467, USA
| | - Reza Yassari
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY 10467, USA; (J.R.); (A.H.B.); (M.K.H.); (M.S.F.); (Y.G.); (S.M.); (R.Y.)
- Department of Neurological Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY 10467, USA
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Uwumiro F, Okpujie V, Ajiboye A, Abesin O, Ogunfuwa O, Mojeed O, Borowa A, Alemenzohu H, Hassan J, Ajayi O. Association between Insurance Status and Outcomes of Hospitalizations for Necrotizing Soft Tissue Infections. Surg Infect (Larchmt) 2024; 25:459-469. [PMID: 38985696 DOI: 10.1089/sur.2023.379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/12/2024] Open
Abstract
Background: Lack of insurance is associated with poorer outcomes in hospitalized patients. However, few studies have explored this association in hospitalizations for necrotizing soft tissue infections (NSTIs). This study examined the impact of insurance status on the outcome of NSTI admissions. Methods: All adult hospitalizations for necrotizing fasciitis, gas gangrene, and Fournier gangrene between 2016 and 2018 were examined using the Nationwide Inpatient Sample database. Insurance status was categorized as insured (including Medicare, Medicaid, and Private, including Health maintenance organization (HMO) or uninsured (Self-pay). Outcome measures included mortality rates, limb loss, length of hospital stay, prolonged hospital stay, and critical care admissions. Statistical analysis included weighted sample analysis, chi-square tests, multivariate regression analysis, and negative binomial regression modeling. Results: Approximately 29,705 adult hospitalizations for NSTIs were analyzed. Of these, 57.4% (17,065) were due to necrotizing fasciitis, 22% (6,545) to gas gangrene, and 20.5% (6,095) to Fournier gangrene. Approximately 9.7% (2,875) were uninsured, whereas 70% (26,780) had insurance coverage. Among the insured, Medicare covered 39.6% (10,605), Medicaid 29% (7,775), and private insurance 31.4% (8,400). After adjustments, Medicare insurance was associated with greater odds of mortality (adjusted odds ratio [aOR]: 1.81; 95% confidence interval [CI]: 1.33-2.47; p = 0.001). Medicaid insurance was associated with increased odds of amputation (aOR: 1.81; 95% CI: 1.33-2.47; p < 0.001), whereas private insurance was associated with lower odds of amputation (aOR: 0.70; 95% CI: 0.51-0.97; p = 0.030). Medicaid insurance was associated with greater odds of prolonged hospital stay (aOR: 1.34; 95% CI: 1.09-1.64; p < 0.001). No significant association was observed between the lack of insurance or self-pay and the odds of primary or secondary outcomes. Conclusion: Medicare insurance was correlated with greater odds of mortality, whereas Medicaid insurance was associated with increased odds of amputation and longer hospital stay. Uninsured status was not associated with significant differences in NSTI outcomes.
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Affiliation(s)
| | | | | | | | | | | | - Azabi Borowa
- College of Medicine, University of Lagos, Lagos, Nigeria
| | | | - Judith Hassan
- Department of Health Sciences and Social Work, Western Illinois University, Macomb, Illinois, USA
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Wu LC, Hsieh YY, Chen IC, Chiang CJ. Life-threatening perioperative complications among older adults with spinal metastases: An analysis based on a nationwide inpatient sample of the US. J Geriatr Oncol 2023; 14:101597. [PMID: 37542948 DOI: 10.1016/j.jgo.2023.101597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 04/20/2023] [Accepted: 07/27/2023] [Indexed: 08/07/2023]
Abstract
INTRODUCTION We aimed to investigate the prognostic determinants of life-threatening and fatal complications in patients <80 and ≥ 20 years of age and those ≥80 years who were undergoing surgery for spinal metastases. MATERIALS AND METHODS Based on data between 2005 and 2018 extracted from National Inpatient Sample as the largest longitudinal hospital inpatient databases in the United States, statistical analyses were performed to identify prognostic factors (age, sex, household income, insurance status, major comorbidities, primary site of malignancy, types of surgery, surgical approaches, types of hospital admission, and hospital-related characteristics) for major and fatal perioperative complications among older adult patients. RESULTS A total of 31,925 patients aged ≥ 20y who were undergoing surgery for spinal metastasis were identified (< 80 y: n = 28,448; ≥ 80 y: n = 35,37). After adjustment, age ≥80 y was significantly associated with greater risk of perioperative cardiac arrest (adjusted odds ratio [aOR]: 1.34, 95% confidence interval [CI]: 1.03-1.73) and acute kidney injury (AKI) (aOR: 1.23, 95% CI: 1.07-1.41) but lower risk of venous thromboembolic event (VTE) (aOR: 0.80, 95% CI: 0.66-0.96) than <80y. Factors predicting life-threatening complications among patients ≥ 80y were: male sex (<80 y: aOR = 1.14; ≥ 80 y: aOR = 1.35), higher score on Charlson Comorbidity Index (CCI) (80 y, aOR = 1.21-2.67; ≥ 80 y: aOR = 1.25-2.55), open surgery (<80 y: aOR = 1.24; ≥ 80 y: aOR = 1.35), and greater Metastatic Spinal Tumor Frailty Index (MSTFI) (<80 y: aOR = 2.48-10.03; ≥ 80 y: aOR = 2.69-11.21). Among patients <80y, factors predicting life-threatening complications were: male sex, Black race, greater CCI score, primary tumor at kidney, hematologic cancer, other/unspecified primary site, certain surgical procedures, open surgery, greater MSTFI, emergent admission, and low hospital volume. DISCUSSION This study identifies a list of independent risk factors for the presence of life-threatening complications among patients <80 and ≥ 80y who were undergoing surgery for spinal metastasis. The findings contribute to the development of clinical strategies for the surgical management of spinal metastasis, especially for octogenarians, and lower the risk of unfavorable inpatient outcomes.
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Affiliation(s)
- Lien-Chen Wu
- Department of Orthopaedics, Shuang Ho Hospital, Taipei Medical University, New Taipei City 23561, Taiwan; Department of Orthopaedics, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan; Graduate Institute of Biomedical Materials and Tissue Engineering, College of Biomedical Engineering, Taipei Medical University, Taipei 110, Taiwan
| | - Yueh-Ying Hsieh
- Department of Orthopaedics, Shuang Ho Hospital, Taipei Medical University, New Taipei City 23561, Taiwan; Department of Orthopaedics, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
| | - IChun Chen
- Hospice and Home care of Snohomish County, Providence Health & services, Washington 98203, USA
| | - Chang-Jung Chiang
- Department of Orthopaedics, Shuang Ho Hospital, Taipei Medical University, New Taipei City 23561, Taiwan; Department of Orthopaedics, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan.
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9
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Jawad MU, Theriault RV, Thorpe SW, Randall RL. Socioeconomic disparities in musculoskeletal oncology. J Surg Oncol 2023; 128:425-429. [PMID: 37537984 DOI: 10.1002/jso.27361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 05/13/2023] [Indexed: 08/05/2023]
Abstract
Musculoskeletal oncology is a clinical specialty dealing with a diverse population of patients with metastatic bone disease, hematological malignancies with musculoskeletal manifestations, primary bone malignancies and soft tissue sarcomas. There are wide-spread disparities including socioeconomic (SES) and insurance-related disparities reported in the literature. In this review, we'll summarize the disparities surrounding the musculoskeletal oncology.
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Affiliation(s)
- Muhammad U Jawad
- Department of Orthopedic Surgery, Samaritan Health System, Corvallis, Oregon, USA
| | - Raminta V Theriault
- Department of Orthopedic Surgery, UC Davis School of Medicine, Corvallis, Oregon, USA
| | - Steven W Thorpe
- Department of Orthopedic Surgery, UC Davis School of Medicine, Corvallis, Oregon, USA
| | - R Lor Randall
- Department of Orthopedic Surgery, UC Davis School of Medicine, Corvallis, Oregon, USA
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10
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Alomari S, Theodore J, Ahmed AK, Azad TD, Lubelski D, Sciubba DM, Theodore N. Development and External Validation of the Spinal Tumor Surgery Risk Index. Neurosurgery 2023; 93:462-472. [PMID: 36921234 DOI: 10.1227/neu.0000000000002441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 01/10/2023] [Indexed: 03/17/2023] Open
Abstract
BACKGROUND Patients undergoing surgical procedures for spinal tumors are vulnerable to major adverse events (AEs) and death in the postoperative period. Shared decision making and preoperative optimization of outcomes require accurate risk estimation. OBJECTIVE To develop and validate a risk index to predict short-term major AEs after spinal tumor surgery. METHODS Prospectively collected data from multiple medical centers affiliated with the American College of Surgeons National Surgical Quality Improvement Program from 2006 to 2020 were reviewed. Multiple logistic regression was used to assess sociodemographic, tumor-related, and surgery-related factors in the derivation cohort. The spinal tumor surgery risk index (STSRI) was built based on the resulting scores. The STSRI was internally validated using a subgroup of patients from the American College of Surgeons National Surgical Quality Improvement Program database and externally validated using a cohort from a single tertiary center. RESULTS In total, 14 982 operations were reviewed and 4556 (16.5%) major AEs occurred within 30 days after surgery, including 209 (4.5%) deaths. 22 factors were independently associated with major AEs or death and were included in the STSRI. Using the internal and external validation cohorts, the STSRI produced an area under the curve of 0.86 and 0.82, sensitivity of 80.1% and 79.7%, and specificity of 74.3% and 73.7%, respectively. The STSRI, which is freely available, outperformed the modified frailty indices, the American Society of Anesthesiologists classification, and the American College of Surgeons risk calculator. CONCLUSION In patients undergoing surgery for spinal tumors, the STSRI showed the highest predictive accuracy for major postoperative AEs and death compared with other current risk predictors.
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Affiliation(s)
- Safwan Alomari
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- The HEPIUS Innovation Lab, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - John Theodore
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- The HEPIUS Innovation Lab, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - A Karim Ahmed
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Tej D Azad
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Daniel Lubelski
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- The HEPIUS Innovation Lab, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Daniel M Sciubba
- Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center and North Shore University Hospital, Northwell Health, Manhasset, New York, USA
| | - Nicholas Theodore
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- The HEPIUS Innovation Lab, Johns Hopkins Hospital, Baltimore, Maryland, USA
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11
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Kubi B, Nudotor R, Fackche N, Rowe J, Cloyd JM, Ahmed A, Grotz TE, Fournier K, Dineen S, Veerapong J, Baumgartner JM, Clarke C, Patel SH, Dhar V, Lambert L, Abbott DE, Pokrzywa C, Raoof M, Lee B, Zaidi MY, Maithel SK, Johnston FM, Greer JB. Influence of insurance status on the postoperative outcomes of cytoreductive surgery and HIPEC. J Surg Oncol 2023; 127:706-715. [PMID: 36468401 DOI: 10.1002/jso.27147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 10/19/2022] [Accepted: 11/09/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND Cytoreductive surgery and hyperthermic intraperitoneal chemotherapy (CRS/HIPEC) is increasingly performed for peritoneal surface malignancies but remains associated with significant morbidity. Scant research is available regarding the impact of insurance status on postoperative outcomes. METHODS Patients undergoing CRS/HIPEC between 2000 and 2017 at 12 participating sites in the US HIPEC Collaborative were identified. Univariate and multivariate analyses were used to compare the baseline characteristics, operative variables, and postoperative outcomes of patients with government, private, or no insurance. RESULTS Among 2268 patients, 699 (30.8%) had government insurance, 1453 (64.0%) had private, and 116 (5.1%) were uninsured. Patients with government insurance were older, more likely to be non-white, and comorbid (p < 0.05). Patients with government (OR: 2.25, CI: 1.50-3.36, p < 0.001) and private (OR: 1.69, CI: 1.15-2.49, p = 0.008) insurance had an increased risk of complications on univariate analysis. There was no independent relationship on multivariate analysis. An American Society of Anesthesiologists score of 3 or 4, peritoneal carcinomatosis index score >15, completeness of cytoreduction score >1, and nonhome discharge were factors independently associated with a postoperative complication. CONCLUSION While there were differences in postoperative outcomes between the three insurance groups on univariate analysis, there was no independent association between insurance status and postoperative complications after CRS/HIPEC.
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Affiliation(s)
- Boateng Kubi
- Department of Surgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Richard Nudotor
- Department of Surgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Nadege Fackche
- Department of Surgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Julian Rowe
- Department of Surgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jordan M Cloyd
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Ahmed Ahmed
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Travis E Grotz
- Division of Hepatobiliary and Pancreas Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Keith Fournier
- Department of Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Sean Dineen
- Department of Gastrointestinal Oncology and Oncologic Sciences, Moffitt Cancer Center, Morsani College of Medicine, Tampa, Florida, USA
| | - Jula Veerapong
- Department of Surgery, Division of Surgical Oncology, University of California, San Diego, California, USA
| | - Joel M Baumgartner
- Department of Surgery, Division of Surgical Oncology, University of California, San Diego, California, USA
| | - Callisia Clarke
- Department of Surgery, Division of Surgical Oncology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Sameer H Patel
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Vikrom Dhar
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Laura Lambert
- Department of Surgery, Division of Surgical Oncology, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Daniel E Abbott
- Department of Surgery, Division of Surgical Oncology, University of Wisconsin, Madison, Wisconsin, USA
| | - Courtney Pokrzywa
- Department of Surgery, Division of Surgical Oncology, University of Wisconsin, Madison, Wisconsin, USA
| | - Mustafa Raoof
- Department of Surgery, Division of Surgical Oncology, City of Hope National Medical Center, Duarte, California, USA
| | - Byrne Lee
- Department of Surgery, Division of Surgical Oncology, City of Hope National Medical Center, Duarte, California, USA
| | - Mohammad Y Zaidi
- Division of Surgical Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia, USA
| | - Shishir K Maithel
- Division of Surgical Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia, USA
| | - Fabian M Johnston
- Department of Surgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jonathan B Greer
- Department of Surgery, Johns Hopkins University, Baltimore, Maryland, USA
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12
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Schmidt S, Kim J, Jacobs MA, Hall DE, Stitzenberg KB, Kao LS, Brimhall BB, Wang CP, Manuel LS, Su HD, Silverstein JC, Shireman PK. Independent Associations of Neighborhood Deprivation and Patient-level Social Determinants of Health with Textbook Outcomes after Inpatient Surgery. ANNALS OF SURGERY OPEN 2023; 4:e237. [PMID: 37588414 PMCID: PMC10427124 DOI: 10.1097/as9.0000000000000237] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2023] Open
Abstract
Objective Assess associations of Social Determinants of Health (SDoH) using Area Deprivation Index (ADI), race/ethnicity and insurance type with Textbook Outcomes (TO). Summary Background Data Individual- and contextual-level SDoH affect health outcomes, but only one SDoH level is usually included. Methods Three healthcare system cohort study using National Surgical Quality Improvement Program (2013-2019) linked with ADI risk-adjusted for frailty, case status and operative stress examining TO/TO components (unplanned reoperations, complications, mortality, Emergency Department/Observation Stays and readmissions). Results Cohort (34,251 cases) mean age 58.3 [SD=16.0], 54.8% females, 14.1% Hispanics, 11.6% Non-Hispanic Blacks, 21.6% with ADI>85, and 81.8% TO. Racial and ethnic minorities, non-Private insurance, and ADI>85 patients had increased odds of urgent/emergent surgeries (aORs range: 1.17-2.83, all P<.001). Non-Hispanic Black patients, ADI>85 and non-Private insurances had lower TO odds (aORs range: 0.55-0.93, all P<.04), but ADI>85 lost significance after including case status. Urgent/emergent versus elective had lower TO odds (aOR=0.51, P<.001). ADI>85 patients had higher complication and mortality odds. Estimated reduction in TO probability was 9.9% (CI=7.2%-12.6%) for urgent/emergent cases, 7.0% (CI=4.6%-9.3%) for Medicaid, and 1.6% (CI=0.2%-3.0%) for non-Hispanic Black patients. TO probability difference for lowest-risk (White-Private-ADI≤85-elective) to highest-risk (Black-Medicaid-ADI>85-urgent/emergent) was 29.8% for very frail patients. Conclusion Multi-level SDoH had independent effects on TO, predominately affecting outcomes through increased rates/odds of urgent/emergent surgeries driving complications and worse outcomes. Lowest-risk versus highest-risk scenarios demonstrated the magnitude of intersecting SDoH variables. Combination of insurance type and ADI should be used to identify high-risk patients to redesign care pathways to improve outcomes. Risk adjustment including contextual neighborhood deprivation and patient-level SDoH could reduce unintended consequences of value-based programs.
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Affiliation(s)
- Susanne Schmidt
- Department of Population Health Sciences, University of Texas Health San Antonio, San Antonio, Texas
| | - Jeongsoo Kim
- Department of Surgery, University of Texas Health San Antonio, San Antonio, Texas
| | - Michael A. Jacobs
- Department of Surgery, University of Texas Health San Antonio, San Antonio, Texas
| | - Daniel E. Hall
- Center for Health Equity Research and Promotion, and Geriatric Research Education and Clinical Center, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania
- Wolff Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Karyn B. Stitzenberg
- Department of Surgery, University of North Carolina, Chapel Hill, North Carolina
| | - Lillian S. Kao
- Department of Surgery, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas
| | - Bradley B. Brimhall
- Department of Pathology and Laboratory Medicine, University of Texas Health San Antonio, San Antonio, Texas
- University Health, San Antonio, Texas
| | - Chen-Pin Wang
- Department of Population Health Sciences, University of Texas Health San Antonio, San Antonio, Texas
| | - Laura S. Manuel
- Department of Population Health Sciences, University of Texas Health San Antonio, San Antonio, Texas
- UT Health Physicians Business Intelligence and Data Analytics, University of Texas Health San Antonio, San Antonio, Texas
| | - Hoah-Der Su
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Jonathan C. Silverstein
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Paula K. Shireman
- Department of Surgery, University of Texas Health San Antonio, San Antonio, Texas
- University Health, San Antonio, Texas
- Departments of Primary Care & Rural Medicine and Medical Physiology, School of Medicine, Texas A&M Health, Bryan, Texas
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13
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Larkin CJ, Thirunavu VM, Nahi SL, Roumeliotis AG, Shlobin NA, Kandula V, Shah PV, Chan KS, Yerneni K, Abecassis ZA, Karras CL, Dahdaleh NS. Analysis of socioeconomic and demographic factors on post-treatment outcomes for metastatic spinal tumors. Clin Neurol Neurosurg 2023; 225:107581. [PMID: 36608466 DOI: 10.1016/j.clineuro.2022.107581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 12/29/2022] [Accepted: 12/29/2022] [Indexed: 12/31/2022]
Abstract
OBJECTIVE Sociodemographic factors may play a role in incidence and treatment of metastatic spinal tumors, as there is a delay in diagnosis and increased incidence of relevant primaries. There has yet to be a detailed analysis of the impact of sociodemographic factors on surgical outcomes for spinal metastases. We sought to examine the influence of socioeconomic factors on outcomes for patients with metastatic spinal tumors. METHODS Two hundred and sixty-three patients who underwent surgery for metastatic spinal tumors were identified. Sociodemographic characteristics were then collected and assigned to patients based on their ZIP code. The Chi-square test and the Mann-Whitney-U test were used for binary and continuous variables, respectively. Multivariate regression models were also used to control for age, smoking status, body mass index, and Charlson Comorbidity Index. RESULTS Males had significantly lower rates of post-treatment complication compared to females (22.7 % vs 39.3 %, p = 0.0052), and those in high educational attainment ZIP codes had significantly shorter length of stay (LOS) compared to low educational attainment ZIP codes (9.3 days vs 12.2 days, p = 0.0058). Multivariate regression revealed that living in a high percentage white ZIP code and being male significantly decreased risk of post-treatment complication by 19 % (p = 0.042) and 14 % (p = 0.032), respectively. Living in a high educational attainment ZIP code decreased LOS by 3 days (p = 0.019). CONCLUSIONS Males had significantly lower rates of post-treatment complication. Patients in high percentage white areas also had decreased rate of post-treatment complications. Patients living in areas with high educational attainment had shorter length of stay.
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Affiliation(s)
- Collin J Larkin
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Vineeth M Thirunavu
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
| | - Skylar L Nahi
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Anastasios G Roumeliotis
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Nathan A Shlobin
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Viswajit Kandula
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Parth V Shah
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Kyle S Chan
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Ketan Yerneni
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Zachary A Abecassis
- Department of Neurological Surgery, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - Constantine L Karras
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - Nader S Dahdaleh
- Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
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14
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Testa EJ, Modest JM, Brodeur P, Lemme NJ, Gil JA, Cruz AI. Do Patient Demographic and Socioeconomic Factors Influence Surgical Treatment Rates After ACL Injury? J Racial Ethn Health Disparities 2023; 10:319-324. [PMID: 35006586 DOI: 10.1007/s40615-021-01222-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 12/22/2021] [Accepted: 12/23/2021] [Indexed: 02/03/2023]
Abstract
INTRODUCTION Anterior cruciate ligament (ACL) injuries may be managed nonoperatively in certain patients and injury patterns; however, complete ACL ruptures are commonly reconstructed to restore anterior and lateral rotatory stability of the knee. While ACL reconstruction is well-studied, the literature is sparse with regard to which socioeconomic patient factors are associated with patients undergoing ACL reconstruction rather than nonoperative management after diagnosis of an ACL injury. The current study seeks to evaluate this relationship between patient demographics as well as socioeconomic factors and the rate of surgery following ACL injuries. METHODS Patients ≤65 years of age with a primary ACL injury between 2011 and 2018 were retrospectively identified in the New York Statewide Planning and Research Cooperative System database. International Classification of Disease 9/10 and Current Procedural Terminology codes were used to identify these patients and their subsequent ACL reconstructions. Logistic regression was performed to determine the effect of patient factors on the likelihood of having surgery after the diagnosis of an ACL injury. RESULTS Compared to White patients, African American patients were significantly less likely to undergo ACL reconstruction following an ACL injury (OR=0.65, 95% CI, 0.573-0.726). Patients older than 35 had decreased odds of undergoing ACL reconstruction compared to younger patients, with patients 55-64 having the lowest odds (OR=0.166, 95% CI, 0.136-0.203). Patients with Medicaid (OR=0.84, 95% CI, 0.757-0.933) or self-pay insurance (OR=0.67, 95% CI, 0.565-0.793), and those with worker's compensation (OR=0.715, 95% CI, 0.621-0.823) had decreased odds of undergoing ACL reconstruction relative to patients with private insurance. Patients with higher Social Deprivation Index (SDI) were significantly more likely to be treated nonoperatively after ACL injuries compared to those with lower SDI (mean nonoperative SDI score, 61, operative SDI, 56, P<0.0001). DISCUSSION In patients with ACL injuries, there are socioeconomic and patient-related factors that are associated with increased odds of undergoing ACL reconstruction. These factors are important to recognize as they represent a source of potential inequality in access to care and an area with potential for improvement.
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Affiliation(s)
- Edward J Testa
- Department of Orthopaedic Surgery, Alpert Medical School of Brown University, Providence, RI, USA. .,Warren Alpert Medical School of Brown University, 222 Richmond Street, Providence, RI, 02904, USA.
| | - Jacob M Modest
- Department of Orthopaedic Surgery, Alpert Medical School of Brown University, Providence, RI, USA
| | - Peter Brodeur
- Alpert Medical School of Brown University, Providence, RI, USA
| | - Nicholas J Lemme
- Department of Orthopaedic Surgery, Alpert Medical School of Brown University, Providence, RI, USA
| | - Joseph A Gil
- Department of Orthopaedic Surgery, Alpert Medical School of Brown University, Providence, RI, USA
| | - Aristides I Cruz
- Department of Orthopaedic Surgery, Alpert Medical School of Brown University, Providence, RI, USA
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15
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De la Garza Ramos R, Javed K, Ryvlin J, Gelfand Y, Murthy S, Yassari R. Are There Racial or Socioeconomic Disparities in Ambulatory Outcome or Survival After Oncologic Spine Surgery for Metastatic Cancer? Results From a Medically Underserved Center. Clin Orthop Relat Res 2023; 481:301-307. [PMID: 36198109 PMCID: PMC9831169 DOI: 10.1097/corr.0000000000002445] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 09/13/2022] [Indexed: 12/30/2022]
Abstract
BACKGROUND Disparities among patients with cancer are well documented. Recent studies suggest these disparities also affect patients undergoing metastatic spinal tumor surgery. However, it is unclear whether social factors are associated with ambulatory outcomes or overall survival. QUESTIONS/PURPOSES In patients undergoing metastatic spinal tumor surgery, (1) Are race, Social Vulnerability Index (SVI) score, or insurance status associated with a lower likelihood of postoperative ambulation? (2) Are race, SVI score, or insurance status associated with shorter overall survival? METHODS Between April 2012 and June 2021, we surgically treated 148 patients for metastatic cord compression or spinal mechanical instability because of cancer. Inclusion criteria were patients with complete demographic, social, oncologic, and follow-up data and patients who were followed until death or for at least 3 months postoperatively. Based on these criteria, 12% (18 of 148) were excluded because they had incomplete data and another 7% (11 of 148) were excluded because they were lost before the minimum study follow-up interval, leaving 80% (119) for analysis. Collected social data included self-reported race (White, Black, Hispanic or Latino, or other), SVI score, and primary insurance (Medicare, Medicaid, or private). The median age of the group was 62 years (interquartile range [IQR] 53 to 70 years), and 58% of patients were men (69 of 119). The race distribution was 45% Black (54 of 119), 32% Hispanic or Latino (38 of 119), 16% White (19 of 119), and 7% other (eight of 119). The median SVI score was 89.8 (IQR 73.8 to 98.5), and 74% of patients (88) were categorized as having high vulnerability. The insurance distribution was as follows: Medicare: 43%, Medicaid: 36%, and private insurance: 21%. The primary outcome variable was complete inability to ambulate postoperatively and the secondary outcome was median overall survival. Exploratory data analysis, univariate and multivariate logistic regression, and univariate and multivariate Cox regression analyses were performed. RESULTS After controlling for race, SVI score, insurance status, primary cancer, and modified Bauer score, the only factor independently associated with postoperative nonambulation was preoperative nonambulatory status (odds ratio 59.3 [95% confidence interval (CI) 13.2 to 266.1]; p < 0.001). After controlling for variables such as performance status, BMI, primary cancer, modified Bauer score, and insurance status, factors independently associated with survival included Eastern Cooperative Oncology Group performance status (hazard ratio [HR] 1.4 [95% CI 1.1 to 2.0]; p = 0.03), prostate cancer (HR 0.4 [95% CI 0.1 to 0.9]; p = 0.03), and hematologic cancer (HR 0.3 [95% CI 0.1 to 0.8]; p = 0.02). Race, SVI score, and insurance status were not associated with overall survival. CONCLUSION In this study, we found no difference in ambulatory outcome for patients based on their race, SVI score, or insurance status. Likewise, no differences in postoperative survival were found. These findings suggest that despite differences in presentation or short-term outcome reported in other investigations, the social factors we explored were not associated with the likelihood of a patient being nonambulatory postoperatively or shorter survival after spinal tumor surgery. Research studies that analyze race as a covariate of interest should take care to explore metrics of socioeconomic deprivation (such as the SVI score) to avoid drawing misleading conclusions. LEVEL OF EVIDENCE Level III, therapeutic study.
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Affiliation(s)
- Rafael De la Garza Ramos
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY, USA
- Department of Neurological Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY, USA
| | - Kainaat Javed
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY, USA
| | - Jessica Ryvlin
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY, USA
| | - Yaroslav Gelfand
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY, USA
- Department of Neurological Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY, USA
| | - Saikiran Murthy
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY, USA
- Department of Neurological Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY, USA
| | - Reza Yassari
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY, USA
- Department of Neurological Surgery, Montefiore Medical Center, Albert Einstein College of Medicine, New York, NY, USA
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US Nationwide Insight Into All-cause 30-day Readmissions following Inpatient Endoscopic Retrograde Cholangiopancreatography. J Clin Gastroenterol 2022; 57:515-523. [PMID: 35537131 DOI: 10.1097/mcg.0000000000001709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 03/16/2022] [Indexed: 12/10/2022]
Abstract
BACKGROUND AND AIMS Endoscopic retrograde cholangiopancreatography (ERCP) is associated with a high risk for morbidity, mortality, and hospital readmission. Data regarding those risks in the United States is scarce. We assessed post-ERCP 30-day readmission rates, their etiologies, and impact on the health care system using national data. METHODS Using the National Readmission Database 2016, we identified patients who underwent inpatient ERCP from January 2016 to December 2016 using ICD-10-CM procedure codes. The primary endpoint was all-cause 30-day readmission rate. Etiologies of readmission were identified by tallying primary diagnosis. Multivariable logistic regression with complex survey design was used to identify independent risk factors associated with readmission. RESULTS A total of 130,145 patients underwent ERCP, 16,278 (12.5%) were readmitted within 30 days, with an associated cost of 268 million dollars. Nearly 40% of readmissions occurred within 7 days, and 47.9% were related to gastrointestinal etiologies. Male gender, increased comorbidities, cirrhosis, Medicare insurance, and pancreatitis or pancreatitis-related indications for ERCP were readmission risk factors. Performance of cholecystectomy on index hospitalization decreased odds of readmission by 50% (adjusted odds ratio: 0.48, 95% confidence interval: 0.45-0.52,P<0.0001). While academic and nonacademic centers had similar readmission rates, high ERCP volume centers had higher rates compared with low-volume centers (adjusted odds ratio:1.10,P=0.008). CONCLUSION All-cause 30-day readmission rates after inpatient ERCPs are high, mostly occur shortly postdischarge, and impose a heavy health care system burden. Large, multicenter prospective studies assessing the impact of center procedure volume on complications and readmission rates are needed.
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Bakhsheshian J, Shahrestani S, Buser Z, Hah R, Hsieh PC, Liu JC, Wang JC. The performance of frailty in predictive modeling of short-term outcomes in the surgical management of metastatic tumors to the spine. Spine J 2022; 22:605-615. [PMID: 34848345 DOI: 10.1016/j.spinee.2021.11.015] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 11/10/2021] [Accepted: 11/22/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT The concept of frailty has become increasingly recognized, and while patients with cancer are at increased risk for frailty, its influence on perioperative outcomes in metastatic spine tumors is uncertain. Furthermore, the impact of frailty can be confounded by comorbidities or metastatic disease burden. PURPOSE The purpose of this study was to evaluate the influence of frailty and comorbidities on adverse outcomes in the surgical management of metastatic spine disease. STUDY DESIGN/SETTING Retrospective analysis of a nationwide database to include patients undergoing spinal fusion for metastatic spine disease. PATIENT SAMPLE A total of 1,974 frail patients who received spinal fusion with spinal metastasis, and 1,975 propensity score matched non-frail patients. OUTCOME MEASURES Outcomes analyzed included mortality, complications, length of stay (LOS), nonroutine discharges and costs. METHODS A validated binary frailty index (Johns Hopkins Adjusted Clinical Groups) was used to identify frail and non-frail groups, and propensity score-matched analysis (including demographics, comorbidities, surgical and tumor characteristics) was performed. Sub-group analysis of levels involved was performed for cervical, thoracic, lumbar and junctional spine. Multivariable-regression techniques were used to develop predictive models for outcomes using frailty and the Elixhauser Comorbidity Index (ECI). RESULTS 7,772 patients underwent spinal fusion with spinal metastasis, of which 1,974 (25.4%) patients were identified as frail. Following propensity score matching for frail (n=1,974) and not-frail (n=1,975) groups, frailty demonstrated significantly greater medical complications (OR=1.58; 95% CI 1.33-1.86), surgical complications (OR=1.46; 95% CI 1.15-1.85), LOS (OR=2.65; 95% CI 2.09-3.37), nonroutine discharges (OR=1.79; 95% CI 1.46-2.20) and costs (OR=1.68; 95% CI 1.32-2.14). Differences in mortality were only observed in subgroup analysis and were greater in frail junctional and lumbar spine subgroups. Models using ECI alone (AUC=0.636-0.788) demonstrated greater predictive ability compared to those using frailty alone (AUC=0.633-0.752). However, frailty combined with ECI improved the prediction of increased LOS (AUC=0.811), cost (AUC=0.768), medical complications (AUC=0.723) and nonroutine discharges (AUC=0.718). Predictive modeling of frailty in subgroups demonstrated the greatest performance for mortality (AUC=0.750) in the lumbar spine, otherwise performed similarly for LOS, costs, complications, and discharge across subgroups. CONCLUSIONS A high prevalence of frailty existed in the current patient cohort. Frailty contributed to worse short-term adverse outcomes and could be more influential in the lumbar and junctional spine due to higher risk of deconditioning in the postoperative period. Predictions for short term outcomes can be improved by adding frailty to comorbidity indices, suggesting a more comprehensive preoperative risk stratification should include frailty.
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Affiliation(s)
- Joshua Bakhsheshian
- Department of Neurological Surgery, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Shane Shahrestani
- Department of Neurological Surgery, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Department of Medical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Zorica Buser
- Department of Neurological Surgery, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Department of Orthopaedic Surgery, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
| | - Raymond Hah
- Department of Orthopaedic Surgery, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Patrick C Hsieh
- Department of Neurological Surgery, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - John C Liu
- Department of Neurological Surgery, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Jeffrey C Wang
- Department of Neurological Surgery, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Department of Orthopaedic Surgery, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
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Macki M, Hamilton T, Lim S, Mansour TR, Telemi E, Bazydlo M, Schultz L, Nerenz DR, Park P, Chang V, Schwalb J, Abdulhak MM. The role of postoperative antibiotic duration on surgical site infection after lumbar surgery. J Neurosurg Spine 2022; 36:254-260. [PMID: 34534952 DOI: 10.3171/2021.4.spine201839] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 04/01/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Despite a general consensus regarding the administration of preoperative antibiotics, poorly defined comparison groups and underpowered studies prevent clear guidelines for postoperative antibiotics. Utilizing a data set tailored specifically to spine surgery outcomes, in this clinical study the authors aimed to determine whether there is a role for postoperative antibiotics in the prevention of surgical site infection (SSI). METHODS The Michigan Spine Surgery Improvement Collaborative registry was queried for all lumbar operations performed for degenerative spinal pathologies over a 5-year period from 2014 to 2019. Preoperative prophylactic antibiotics were administered for all surgical procedures. The study population was divided into three cohorts: no postoperative antibiotics, postoperative antibiotics ≤ 24 hours, and postoperative antibiotics > 24 hours. This categorization was intended to determine 1) whether postoperative antibiotics are helpful and 2) the appropriate duration of postoperative antibiotics. First, multivariable analysis with generalized estimating equations (GEEs) was used to determine the association between antibiotic duration and all-type SSI with adjusted odds ratios; second, a three-tiered outcome-no SSI, superficial SSI, and deep SSI-was calculated with multivariable multinomial logistical GEE analysis. RESULTS Among 37,161 patients, the postoperative antibiotics > 24 hours cohort had more men with older average age, greater body mass index, and greater comorbidity burden. The postoperative antibiotics > 24 hours cohort had a 3% rate of SSI, which was significantly higher than the 2% rate of SSI of the other two cohorts (p = 0.004). On multivariable GEE analysis, neither postoperative antibiotics > 24 hours nor postoperative antibiotics ≤ 24 hours, as compared with no postoperative antibiotics, was associated with a lower rate of all-type postoperative SSIs. On multivariable multinomial logistical GEE analysis, neither postoperative antibiotics ≤ 24 hours nor postoperative antibiotics > 24 hours was associated with rate of superficial SSI, as compared with no antibiotic use at all. The odds of deep SSI decreased by 45% with postoperative antibiotics ≤ 24 hours (p = 0.002) and by 40% with postoperative antibiotics > 24 hours (p = 0.008). CONCLUSIONS Although the incidence of all-type SSI was highest in the antibiotics > 24 hours cohort, which also had the highest proportions of risk factors, duration of antibiotics failed to predict all-type SSI. On multinomial subanalysis, administration of postoperative antibiotics for both ≤ 24 hours and > 24 hours was associated with decreased risk of only deep SSI but not superficial SSI. Spine surgeons can safely consider antibiotics for 24 hours, which is equally as effective as long-term administration for prophylaxis against deep SSI.
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Affiliation(s)
| | | | | | | | | | | | | | - David R Nerenz
- 3Center for Health Policy and Health Services Research, Henry Ford Hospital, Detroit, Michigan; and
| | - Paul Park
- 4University of Michigan, Ann Arbor, Michigan
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Jammal OA, Gendreau J, Alvandi B, Patel NA, Brown NJ, Shahrestani S, Lien BV, Delavar A, Tran K, Sahyouni R, Diaz-Aguilar LD, Gilbert K, Pham MH. Demographic Predictors of Treatment and Complications for Spinal Disorders: Part 2, Lumbar Spine Trauma. Neurospine 2022; 18:725-732. [PMID: 35000325 PMCID: PMC8752708 DOI: 10.14245/ns.2142614.307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2021] [Accepted: 08/25/2021] [Indexed: 11/19/2022] Open
Abstract
Objective To study the impact of demographic factors on management of traumatic injury to the lumbar spine and postoperative complication rates.
Methods Data was obtained from the National Inpatient Sample (NIS) between 2010–2014. International Classification of Diseases, 9th revision, Clinical Modification codes identified patients diagnosed with lumbar fractures or dislocations due to trauma. A series of multivariate regression models determined whether demographic variables predicted rates of complication and revision surgery.
Results A total of 38,249 patients were identified. Female patients were less likely to receive surgery and to receive a fusion when undergoing surgery, had higher complication rates, and more likely to undergo revision surgery. Medicare and Medicaid patients were less likely to receive surgical management for lumbar spine trauma and less likely to receive a fusion when operated on. Additionally, we found significant differences in surgical management and postoperative complication rates based on race, insurance type, hospital teaching status, and geography.
Conclusion Substantial differences in the surgical management of traumatic injury to the lumbar spine, including postoperative complications, among individuals of demographic factors such as age, sex, race, primary insurance, hospital teaching status, and geographic region suggest the need for further studies to understand how patient demographics influence management and complications for traumatic injury to the lumbar spine.
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Affiliation(s)
- Omar Al Jammal
- Department of Neurosurgery, University of California San Diego School of Medicine, San Diego, CA, USA
| | - Julian Gendreau
- Whiting School of Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Bejan Alvandi
- Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Neal A Patel
- Department of Neurosurgery, Mercer University School of Medicine, Savannah, GA, USA
| | - Nolan J Brown
- Department of Neurosurgery, University of California Irvine, Orange, CA, USA
| | - Shane Shahrestani
- Keck School of Medicine of the University of Southern California, Los Angeles, CA, USA.,Department of Medical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Brian V Lien
- Department of Neurosurgery, University of California Irvine, Orange, CA, USA
| | - Arash Delavar
- Department of Neurosurgery, University of California San Diego School of Medicine, San Diego, CA, USA
| | - Katelynn Tran
- Department of Neurosurgery, University of California Irvine, Orange, CA, USA
| | - Ronald Sahyouni
- Department of Neurosurgery, University of California San Diego School of Medicine, San Diego, CA, USA
| | - Luis Daniel Diaz-Aguilar
- Department of Neurosurgery, University of California San Diego School of Medicine, San Diego, CA, USA
| | - Kevin Gilbert
- Department of Neurosurgery, University of California San Diego School of Medicine, San Diego, CA, USA
| | - Martin H Pham
- Department of Neurosurgery, University of California San Diego School of Medicine, San Diego, CA, USA
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Abstract
STUDY DESIGN Secondary analysis of a national all-payer database. OBJECTIVE Our objectives were to identify patient- and hospital-level factors independently associated with the receipt of nonelective surgery and determine whether nonelective surgery portends differences in perioperative outcomes compared to elective surgery for spinal metastases. SUMMARY OF BACKGROUND DATA Spinal metastases may progress to symptomatic epidural spinal cord compression that warrants urgent surgical intervention. Although nonelective surgery for spinal metastases has been associated with poor postoperative outcomes, literature evaluating disparities in the receipt of nonelective versus elective surgery in this population is lacking. METHODS The National Inpatient Sample (2012-2015) was queried for patients who underwent surgical intervention for spinal metastases. Multivariable logistic regression models were constructed to evaluate the association of patient- and hospital-level factors with the receipt of nonelective surgery, as well as to evaluate the influence of admission status on perioperative outcomes. RESULTS After adjusting for disease-related factors and other baseline covariates, our multivariable logistic regression model revealed several sociodemographic differences in the receipt of nonelective surgery. Patients of black (odds ratio [OR] = 1.38, 95% confidence interval [CI]: 1.03-1.84, P = 0.032) and other race (OR = 1.50, 95% CI: 1.13-1.98, P = 0.005) had greater odds of undergoing nonelective surgery than their white counterparts. Patients of lower income (OR = 1.40, 95% CI: 1.06-1.84, P = 0.019) and public insurance status (OR = 1.56, 95% CI: 1.26-1.93, P < 0.001) were more likely to receive nonelective surgery than higher income and privately insured patients, respectively. Higher comorbidity burden was also associated with greater odds of non-elective admission (OR = 2.94, 95% CI: 2.07-4.16, P < 0.001). With respect to perioperative outcomes, multivariable analysis revealed that patients receiving nonelective surgery were more likely to experience nonroutine discharge (OR = 2.50, 95% CI: 2.09-2.98, P < 0.001) and extended length of stay [LOS] (OR = 2.45, 95% CI: 1.91-3.16, P < 0.001). CONCLUSION The present study demonstrates substantial disparities in the receipt of nonelective surgery across sociodemographic groups and highlights its association with nonroutine discharge and extended LOS.Level of Evidence: 3.
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21
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Price MJ, Ramos RDLG, Dalton T, McCray E, Pennington Z, Erickson M, Walsh KM, Yassari R, Sciubba DM, Goodwin AN, Goodwin CR. Insurance status as a mediator of clinical presentation, type of intervention, and short-term outcomes for patients with metastatic spine disease. Cancer Epidemiol 2021; 76:102073. [PMID: 34857485 DOI: 10.1016/j.canep.2021.102073] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Revised: 10/16/2021] [Accepted: 11/16/2021] [Indexed: 11/02/2022]
Abstract
BACKGROUND It is well established that insurance status is a mediator of disease management, treatment course, and clinical outcomes in cancer patients. Our study assessed differences in clinical presentation, treatment course, mortality rates, and in-hospital complications for patients admitted to the hospital with late-stage cancer - specifically, metastatic spine disease (MSD), by insurance status. METHODS The United States National Inpatient Sample (NIS) database (2012-2014) was queried to identify patients with visceral metastases, metastatic spinal cord compression (MSCC) or pathological fracture of the spine in the setting of cancer. Clinical presentation, type of intervention, mortality rates, and in-hospital complications were compared amongst patients by insurance coverage (Medicare, Medicaid, commercial or unknown). Multivariable logistical regression and age sensitivity analyses were performed. RESULTS A total of 48,560 MSD patients were identified. Patients with Medicaid coverage presented with significantly higher rates of MSCC (p < 0.001), paralysis (0.008), and visceral metastases (p < 0.001). Patients with commercial insurance were more likely to receive surgical intervention (OR 1.43; p < 0.001). Patients with Medicaid < 65 had higher rates of prolonged length of stay (PLOS) (OR 1.26; 95% CI, 1.01-1.55; p = 0.040) while both Medicare and Medicaid patients < 65 were more likely to have non-routine discharges. In-hospital mortality rates were significantly higher for patients with Medicaid (OR 2.66; 95% CI 1.20-5.89; p = 0.016) and commercial insurance (OR 1.58; 95% CI 1.09-2.27;p = 0.013) older than 65. CONCLUSION Given the differing severity in MSD presentation, mortality rates, and rates of PLOS by insurance status, our results identify disparities based on insurance coverage.
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Affiliation(s)
- Meghan J Price
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Rafael De la Garza Ramos
- Department of Neurological Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Tara Dalton
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Edwin McCray
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Zach Pennington
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Melissa Erickson
- Department of Orthopedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Kyle M Walsh
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA
| | - Reza Yassari
- Department of Neurological Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Daniel M Sciubba
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Andrea N Goodwin
- Department of Sociology, Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - C Rory Goodwin
- Department of Neurosurgery, Duke University Medical Center, Durham, NC, USA.
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22
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Li LT, Bokshan SL, Lemme NJ, Testa EJ, Owens BD, Cruz AI. Predictors of Surgery and Cost of Care Associated with Patellar Instability in the Pediatric and Young Adult Population. Arthrosc Sports Med Rehabil 2021; 3:e1279-e1286. [PMID: 34712964 PMCID: PMC8527270 DOI: 10.1016/j.asmr.2021.05.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Accepted: 05/31/2021] [Indexed: 12/29/2022] Open
Abstract
Purpose To determine how patient demographics, socioeconomic status, history of recurrence, and initial point of presentation for health care influenced the decision for surgical treatment following a patellar instability episode. Methods The New York SPARCS database from 2016 to 2018 was queried for patients aged 21 and younger who were diagnosed with a patellar instability episode. These were linked to later surgeries with Current Procedural Terminology (CPT) codes 27405 (MPFL repair), 27418 (tibial tubercle osteotomy), 27420 (dislocating patella reconstruction), 27422 (Campbell/Roux-Goldthwait procedure), and 27427 (extra-articular knee ligamentous reconstruction). χ2-analysis and binary logistic regression were used to assess demographic and injury-specific variables for association with operative management. A generalized linear model was used to estimate charges associated with patellar instability. Results There were 2,557 patients with patellar instability, 134 (5.2%) of whom underwent surgery. Patients with recurrent instability had 1.875 times higher odds of undergoing surgery (P = .017). Compared to white patients, black patients had 0.428 times the odds of surgery (P = .004). None of the patients without insurance had surgery. In the cost model, an initial visit to an outpatient office was associated with $1,994 lower charges compared to an emergency department (ED) visit (P < .001). Black patients had $566 more in charges than White patients (P = .009). Compared with nonoperative treatment, surgeries with CPT 27405 added $13,124, CPT 27418 added $10,749, CPT 27422 added $18,981, CPT 27420 added $23,700, and CPT 27427 added $25,032 (all P < .001). Conclusions Patients with recurrent instability had higher odds of surgery, while Black and uninsured patients had lower odds of surgery. ED visits were associated with significantly higher charges compared to office visits, and Black patients had higher charges than white patients. Minority and uninsured patients may face barriers in access to orthopedic care. Level of Evidence Level III, retrospective cohort study.
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Affiliation(s)
- Lambert T. Li
- Address correspondence to Lambert T. Li, B.A., Department of Orthopaedic Surgery, Sports Injury Laboratory, Brown University, Warren Alpert School of Medicine, 1 Kettle Point Ave., Providence, RI 02906, U.S.A.
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Cardinal T, Bonney PA, Strickland BA, Lechtholz-Zey E, Mendoza J, Pangal DJ, Liu J, Attenello F, Mack W, Giannotta S, Zada G. Disparities in the Surgical Treatment of Adult Spine Diseases: A Systematic Review. World Neurosurg 2021; 158:290-304.e1. [PMID: 34688939 DOI: 10.1016/j.wneu.2021.10.121] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 10/14/2021] [Accepted: 10/15/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Our goal was to systematically review the literature on racial/ethnic, insurance, and socioeconomic disparities in adult spine surgery in the United States and analyze potential areas for improvement. METHODS We conducted a database search of literature published between January 1990 and July 2020 using PRISMA guidelines for all studies investigating a disparity in any aspect of adult spine surgery care analyzed based on race/ethnicity, insurance status/payer, or socioeconomic status (SES). RESULTS Of 2679 articles identified through database searching, 775 were identified for full-text independent review by 3 authors, from which a final list of 60 studies were analyzed. Forty-three studies analyzed disparities based on patient race/ethnicity, 32 based on insurance status, and 8 based on SES. Five studies assessed disparities in access to care, 15 examined surgical treatment, 35 investigated in-hospital outcomes, and 25 explored after-discharge outcomes. Minority patients were less likely to undergo surgery but more likely to receive surgery from a low-volume provider and experience postoperative complications. White and privately insured patients generally had shorter hospital length of stay, were more likely to undergo favorable/routine discharge, and had lower rates of in-hospital mortality. After discharge, white patients reported better outcomes than did black patients. Thirty-three studies (55%) reported no disparities within at least 1 examined metric. CONCLUSIONS This comprehensive systematic review underscores ongoing potential for health care disparities among adult patients in spinal surgery. We show a need for continued efforts to promote equity and cultural competency within neurologic surgery.
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Affiliation(s)
- Tyler Cardinal
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA.
| | - Phillip A Bonney
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Ben A Strickland
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Elizabeth Lechtholz-Zey
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Jesse Mendoza
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Dhiraj J Pangal
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - John Liu
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Frank Attenello
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - William Mack
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Steven Giannotta
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Gabriel Zada
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
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Shah KC, Dominy C, Tang J, Geng E, Arvind V, Pasik S, Yeshoua B, Kim JS, Cho SK. Significance of Hospital Size in Outcomes of Single-Level Elective Anterior Cervical Discectomy and Fusion: A Nationwide Readmissions Database Analysis. World Neurosurg 2021; 155:e687-e694. [PMID: 34508911 DOI: 10.1016/j.wneu.2021.08.122] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 08/25/2021] [Accepted: 08/26/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVE To elucidate risk factors for 90-day readmission in anterior cervical discectomy and fusion (ACDF) for small, medium, and large hospitals. To assess differences in length of stay, charges, and complication rates across hospitals of different size. METHODS A retrospective analysis was performed using elective, single-level ACDF data from 2016 to 2018 in the Healthcare Cost and Utilization Project Nationwide Readmissions Database. Elective single-level ACDF cases were stratified into 3 groups by hospital bed size (small, medium, and large). All-cause complication rates, mean charges, length of stay, and 90-day readmission rates were compared across hospital size. Frequencies of specific comorbidities were compared between readmitted and nonreadmitted patients for each hospital size. Comorbidities significant on univariate analysis were evaluated as independent risk factors for 90-day readmission for each hospital size using multivariate regression. RESULTS The overall 90-day readmission rate was 6.43% in 36,794 patients, and the rates for small, medium, and large hospitals were 6.25%, 6.28%, and 6.56%, respectively (P = 0.537). Length of stay increased significantly with hospital size (P < 0.001), and small hospitals had the lowest charges (P < 0.001). Although different independent predictors of 90-day readmission were identified for each hospital size, cardiac arrhythmia, chronic pulmonary disease, neurologic disorders, and rheumatic disease were identified as risk factors for hospitals of all sizes. CONCLUSIONS Hospital size is a determining factor for charges and length of stay associated with elective single-level ACDF. Variation in risk factors for readmission exists across hospital size in context of similar 90-day readmission rates.
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Affiliation(s)
- Kush C Shah
- Department of Orthopedic Surgery, Mount Sinai West, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Calista Dominy
- Department of Orthopedic Surgery, Mount Sinai West, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Justin Tang
- Department of Orthopedic Surgery, Mount Sinai West, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Eric Geng
- Department of Orthopedic Surgery, Mount Sinai West, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Varun Arvind
- Department of Orthopedic Surgery, Mount Sinai West, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Sara Pasik
- Department of Orthopedic Surgery, Mount Sinai West, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Brandon Yeshoua
- Department of Orthopedic Surgery, Mount Sinai West, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Jun S Kim
- Department of Orthopedic Surgery, Mount Sinai West, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Samuel K Cho
- Department of Orthopedic Surgery, Mount Sinai West, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
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De la Garza Ramos R, Benton JA, Gelfand Y, Echt M, Flores Rodriguez JV, Yanamadala V, Yassari R. Racial disparities in clinical presentation, type of intervention, and in-hospital outcomes of patients with metastatic spine disease: An analysis of 145,809 admissions in the United States. Cancer Epidemiol 2020; 68:101792. [PMID: 32781406 DOI: 10.1016/j.canep.2020.101792] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 07/10/2020] [Accepted: 07/26/2020] [Indexed: 01/22/2023]
Abstract
BACKGROUND Race is an important determinant of cancer outcome. The purpose of this study was to identify disparities in clinical presentation, treatment use, and in-hospital outcomes of patients with spinal metastases. METHODS The United States National Inpatient Sample database (2004-2014) was queried to identify patients with metastatic disease and cord compression (MSCC) or spinal pathological fracture. Clinical presentation, type of intervention, and in-hospital outcomes were compared between races/ethnicities. Multivariate logistic regression analyses were performed and adjusted for differences in patient age, sex, insurance status, income quartile, hospital teaching status and size, Charlson comorbidity index, smoking status, tumor type, and neurological status. RESULTS A total of 145,809 patients were identified - 74.8 % Caucasian, 14.1 % African-American, 7.9 % Hispanic, and 3.2 % Asian. Over one-third of patients (38.1 %) presented with MSCC; 35.7 % of Caucasians, 50.3 % of AAs, 41.1 % of Hispanics, and 39.8 % of Asians (p < 0.001). Paralysis affected 8.4 % of all patients; 7.4 % of Caucasians, 12.7 % of AAs, 10.5 % of Hispanics, and 10.0 % of Asians (p < 0.001). For patients with MSCC, multivariate analysis showed that AAs were less likely to undergo surgical intervention (OR 0.71; 95 % CI, 0.62 - 0.82; p < 0.001), significantly more likely to experience a complication (OR 1.25; 95 % CI, 1.12-1.40; p < 0.001), significantly more likely to experience prolonged length of stay (OR 1.22; 95 % CI, 1.08-1.36; p = 0.001), and significantly more likely to experience a non-routine discharge (OR 1.19; 95 % CI, 1.05-1.35; p = 0.007) compared to Caucasians. CONCLUSION Minority groups with spinal metastatic disease may be at a disadvantage compared to Caucasians, with significant disparities found in presenting characteristics, type of intervention, and in-hospital outcomes. Continued efforts to overcome these differences are needed.
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Affiliation(s)
- Rafael De la Garza Ramos
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York, United States; Department of Neurological Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, New York, United States.
| | - Joshua A Benton
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York, United States
| | - Yaroslav Gelfand
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York, United States; Department of Neurological Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, New York, United States
| | - Murray Echt
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York, United States; Department of Neurological Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, New York, United States
| | - Jessica V Flores Rodriguez
- Immigrant Health and Cancer Disparities, Memorial Sloan Kettering Cancer Center, New York, New York, United States
| | - Vijay Yanamadala
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York, United States; Department of Neurological Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, New York, United States
| | - Reza Yassari
- Spine Research Group, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York, United States; Department of Neurological Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, New York, United States
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Nia AM, Branch DW, Maynard K, Frank T, Yowtak-Guillet J, Patterson JT, Lall RR. How the elderly fare after brain tumor surgery compared to younger patients within a 30-day follow-up: A National surgical Quality Improvement Program analysis of 30,183 cases. J Clin Neurosci 2020; 78:114-120. [PMID: 32620474 DOI: 10.1016/j.jocn.2020.05.054] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 05/03/2020] [Accepted: 05/17/2020] [Indexed: 02/06/2023]
Abstract
The growing elderly population in Western societies has led to an increasing number of primary brain tumors occurring in patients beyond the age of 65. The purpose of this study was to assess and compare the safety, efficacy, and outcomes of oncological craniotomy procedures between patients above and below 65 years. We performed a retrospective analysis of the ACS-NSQIP database to identify patients undergoing supratentorial and infratentorial tumor excisions by neurosurgeons between 2008 and 2016. We stratified them based on a cutoff age of 65 years and analyzed for minor and major complications, reoperation, the total length of hospital stay, and mortality within a standardized 30-day follow-up. Among the 30,183 analyzed patients, 9,652 (32%) were elderly (age ≥ 65). The bivariate analysis demonstrated significantly increased risk of complications, including major and minor complications and mortality in patients with metabolic syndrome, preoperative steroid use, and ASA classification ≥3. (p-value ≤ 0.001***). After controlling for confounding variables in our logistic regression models, older age, metabolic syndrome, extended operative time beyond 5 h, dependent functional health status, ASA class ≥3, steroid use pre-operatively, and black/African American race were found to be significant predictors of major and minor complication. Our study provides a comprehensive analysis of perioperative risk factors and predictors of adverse outcomes following craniotomy for supratentorial and infratentorial tumors in elderly patients. We identified increased age as an independent risk factor for minor and major adverse events as well as extended hospitalization.
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Affiliation(s)
- Anna M Nia
- Division of Neurosurgery, University of Texas Medical Branch, Galveston, TX, USA
| | - Daniel W Branch
- Division of Neurosurgery, University of Texas Medical Branch, Galveston, TX, USA
| | - Ken Maynard
- Division of Neurosurgery, University of Texas Medical Branch, Galveston, TX, USA
| | - Thomas Frank
- Division of Neurosurgery, University of Texas Medical Branch, Galveston, TX, USA
| | - June Yowtak-Guillet
- Division of Neurosurgery, University of Texas Medical Branch, Galveston, TX, USA
| | - Joel T Patterson
- Division of Neurosurgery, University of Texas Medical Branch, Galveston, TX, USA
| | - Rishi R Lall
- Division of Neurosurgery, University of Texas Medical Branch, Galveston, TX, USA.
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Complications and Mortality Rates Following Surgical Management of Extradural Spine Tumors in New York State. Spine (Phila Pa 1976) 2020; 45:474-482. [PMID: 31651687 DOI: 10.1097/brs.0000000000003294] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Database analysis. OBJECTIVE To evaluate complications and mortality in patients undergoing surgical management of extradural spinal tumors in New York State. SUMMARY OF BACKGROUND DATA Metastatic spine surgery has a high rate of complications but most studies are limited to single institutions. METHODS The Statewide Planning and Research Cooperative System was used to identify patients with extradural spinal tumors undergoing surgery in New York State from 2006 to 2015. Bivariate and multivariate logistic regression analyses were used to estimate outcomes. RESULTS Four thousand seven hundred sixty-seven patients were identified, the majority of patients were male and white a median age of 61. The complication rate was 17.6% and the mortality rate within 30 days of discharge was 12.2%. Multivariate analysis showed the odds of complications were higher in males compared with females (odds ratio [OR]: 1.27; 95% confidence interval [CI]: 1.05-1.52, P = 0.01), and patients on Medicaid compared with patients on private insurance (OR: 1.42; 95% CI: 1.03-1.96, P = 0.03). Analysis of hospital characteristics showed lower volume hospitals (OR 1.48; 95% CI: 1.03-2.13, P value = 0.03), and teaching hospitals (OR: 1.47; 95% CI: 1.03-2.09, P = 0.04), have higher odds of complications compared with high-volume hospitals and nonteaching hospitals. Multivariate analysis showed higher odds of mortality within 30 days of discharge in patients of older age (OR: 1.02; 95% CI: 1.01-1.03, P value = 0.001), low-volume hospitals compared with high-volume hospitals (OR: 1.36; 95% CI: 1.09-1.79, P value = 0.02), hospitals with low bed size compared with high bed size (OR: 1.43; 95% CI: 1.12-1.83, P value = 0.01), and urban hospitals compared with rural hospitals (OR: 3.04; 95% CI: 2.03-4.56, P value = 0.001). CONCLUSION Low-volume hospitals are associated with complications and mortality in patients with metastatic spine disease. LEVEL OF EVIDENCE 3.
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Buchanan IA, Donoho DA, Patel A, Lin M, Wen T, Ding L, Giannotta SL, Mack WJ, Attenello F. Predictors of Surgical Site Infection After Nonemergent Craniotomy: A Nationwide Readmission Database Analysis. World Neurosurg 2018; 120:e440-e452. [PMID: 30149164 DOI: 10.1016/j.wneu.2018.08.102] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Revised: 08/12/2018] [Accepted: 08/13/2018] [Indexed: 10/28/2022]
Abstract
OBJECTIVE Surgical site infections (SSIs) carry significant patient morbidity and mortality and are a major source of readmissions after craniotomy. Because of their deleterious effects on health care outcomes and costs, identifying modifiable risk factors holds tremendous value. However, because SSIs after craniotomy are rare and most existing data comprise single-institution studies with small sample sizes, many are likely underpowered to discern for such factors. The objective of this study was to use a large hetereogenous patient sample to determine SSI incidence after nonemergent craniotomy and identify factors associated with readmission and subsequent need for wound washout. METHODS We used the 2010-2014 Nationwide Readmissions Database cohorts to discern for factors predictive of SSI and washout. RESULTS We identified 93,920 nonemergent craniotomies. There were 2079 cases of SSI (2.2%) and 835 reoperations for washout (0.89%) within 30 days of index admission and there were 2761 cases of SSI (3.6%) and 1220 reoperations for washout (1.58%) within 90 days. Several factors were predictive of SSI in multivariate analysis, including tumor operations, external ventricular drain (EVD), age, length of stay, diabetes, discharge to an intermediate-care facility, insurance type, and hospital bed size. Many of these factors were similarly implicated in reoperation for washout. CONCLUSIONS SSI incidence in neurosurgery is low and most readmissions occur within 30 days. Several factors predicted SSI after craniotomy, including operations for tumor, younger age, hospitalization length, diabetes, discharge to institutional care, larger hospital bed size, Medicaid insurance, and presence of an EVD. Diabetes and EVD placement may represent modifiable factors that could be explored in subsequent prospective studies for their associations with cranial SSIs.
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Affiliation(s)
- Ian A Buchanan
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA; Department of Neurological Surgery, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.
| | - Daniel A Donoho
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA; Department of Neurological Surgery, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Arati Patel
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Michelle Lin
- Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Timothy Wen
- Department of Neurological Surgery, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Li Ding
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Steven L Giannotta
- Department of Neurological Surgery, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - William J Mack
- Department of Neurological Surgery, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Frank Attenello
- Department of Neurological Surgery, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
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Ambe SN, Lyon KA, Nizamutdinov D, Fonkem E. Incidence trends, rates, and ethnic variations of primary CNS tumors in Texas from 1995 to 2013. Neurooncol Pract 2018; 5:154-160. [PMID: 30094045 PMCID: PMC6075522 DOI: 10.1093/nop/npx030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Background Although rare, primary central nervous system (CNS) tumors are associated with significant morbidity and mortality. Texas is a representative sample of the United States population given its large population, ethnic disparities, geographic variations, and socio-economic differences. This study used Texas data to determine if variations in incidence trends and rates exist among different ethnicities in Texas. Methods Data from the Texas Cancer Registry from 1995 to 2013 were examined. Joinpoint Regression Program software was used to obtain the incidence trends and SEER*Stat software was used to produce average annual age-adjusted incidence rates for both nonmalignant and malignant tumors in Texas from 2009 to 2013. Results The incidence trend of malignant primary CNS tumors in whites was stable from 1995 to 2002, after which the annual percent change decreased by 0.99% through 2013 (95% CI, -1.4, -0.5; P = .04). Blacks and Asian/Pacific Islanders showed unchanged incidence trends from 1995 to 2013. Hispanics had an annual percent change of -0.83 (95% CI, -1.4, -0.2; P = .009) per year from 1995 through 2013. From 2009 to 2013, the incidence rates of nonmalignant and malignant primary CNS tumors were highest among blacks, followed by whites, Hispanics, Asians, and American Indians/Alaskan Natives. Conclusions Consistent with the 2016 Central Brain Tumor Registry of the United States report, the black population in Texas showed the highest total incidence of CNS tumors of any other race studied. Many factors have been proposed to account for the observed differences in incidence rate including geography, socioeconomic factors, and poverty factors, although the evidence for these external factors is lacking.
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Affiliation(s)
- Solomon N Ambe
- Department of Neurology, Tulane University School of Medicine, New Orleans, LA
| | - Kristopher A Lyon
- Department of Neurosurgery, Baylor Scott and White Health, Temple, TX.,Department of Surgery, Texas A&M Health Science Center, College of Medicine, Temple, TX
| | - Damir Nizamutdinov
- Department of Neurosurgery, Baylor Scott and White Health, Temple, TX.,Department of Surgery, Texas A&M Health Science Center, College of Medicine, Temple, TX
| | - Ekokobe Fonkem
- Department of Neurosurgery, Baylor Scott and White Health, Temple, TX.,Department of Surgery, Texas A&M Health Science Center, College of Medicine, Temple, TX
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Nikpay SS, Tebbs MG, Castellanos EH. Patient Protection and Affordable Care Act Medicaid expansion and gains in health insurance coverage and access among cancer survivors. Cancer 2018; 124:2645-2652. [PMID: 29663343 DOI: 10.1002/cncr.31288] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Revised: 11/21/2017] [Accepted: 11/22/2017] [Indexed: 11/07/2022]
Abstract
BACKGROUND The Patient Protection and Affordable Care Act extends Medicaid coverage to millions of low-income adults, including many survivors of cancer who were unable to purchase affordable health insurance coverage in the individual health insurance market. METHODS Using data from the 2011 to 2015 Behavioral Risk Factor Surveillance System, the authors compared changes in coverage and health care access measures for low-income cancer survivors in states that did and did not expand Medicaid. RESULTS The study population of 17,381 individuals included adults aged 18 to 64 years, and was predominantly female, white, and unmarried. The authors found a relative reduction in the uninsured rate of 11.7 percentage points and a relative increase in the probability of having a personal physician of 5.8 percentage points. Stratifying by whether states expanded Medicaid by 2015, the authors found that relative gains in coverage and access were larger among those individuals residing in states with expanded Medicaid compared with those residing in nonexpansion states. CONCLUSIONS The results of the current study suggest that the Patient Protection and Affordable Care Act Medicaid expansion has improved coverage and access for cancer survivors. Cancer 2018;124:2645-52. © 2018 American Cancer Society.
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Affiliation(s)
- Sayeh S Nikpay
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Margaret G Tebbs
- School of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Emily H Castellanos
- Division of Hematology/Oncology, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee
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90-day Readmission After Lumbar Spinal Fusion Surgery in New York State Between 2005 and 2014: A 10-year Analysis of a Statewide Cohort. Spine (Phila Pa 1976) 2017; 42:1706-1716. [PMID: 28441307 DOI: 10.1097/brs.0000000000002208] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
UNLABELLED MINI: We assessed 90-day readmission and evaluated risk factors associated with readmission after lumbar spinal fusion surgery in New York State. The overall 90-day readmission rate was 24.8%. Age, sex, race, insurance, procedure, number of operated spinal levels, health service area, and comorbidities are major risk factors for 90-day readmission. STUDY DESIGN Retrospective cohort study. OBJECTIVE The aim of this study was to assess 90-day readmission and evaluate risk factors associated with readmission after lumbar fusion in New York State. SUMMARY OF BACKGROUND DATA Readmission is becoming an important metric for quality and efficiency of health care. Readmission and its predictors following spine surgery are overall poorly understood and limited evidence is available specifically in lumbar fusion. METHODS The New York Statewide Planning and Research Cooperative System (SPARCS) was utilized to capture patients undergoing lumbar fusion from 2005 to 2014. Temporal trend of 90-day readmission was assessed using Cochran-Armitage test. Logistic regression was used to examine predictors associated with 90-day readmission. RESULTS There were 86,869 patients included in this cohort study. The overall 90-day readmission rate was 24.8%. On a multivariable analysis model, age (odds ratio [OR] comparing ≥75 versus <35 years: 1.24, 95% confidence interval [CI]: 1.13-1.35), sex (OR female to male: 1.19, 95% CI: 1.15-1.23), race (OR African-American to white: 1.60, 95% CI: 1.52-1.69), insurance (OR Medicaid to Medicare: 1.42, 95% CI: 1.33-1.53), procedure (OR comparing thoracolumbar fusion, combined [International Classification of Disease, Ninth Revision, ICD-9: 81.04] to posterior lumbar interbody fusion/transforaminal lumbar spinal fusion [ICD-9: 81.08]: 2.10, 95% CI: 1.49-2.97), number of operated spinal levels (OR comparing four to eight vertebrae to two to three vertebrae: 2.39, 95% CI: 2.07-2.77), health service area ([HSA]; OR comparing Finger Lakes to New York-Pennsylvania border: 0.67, 95% CI: 0.61-0.73), and comorbidity, i.e., coronary artery disease (OR: 1.26, 95% CI: 1.19-1.33) were significantly associated with 90-day readmission. Directions of the odds ratios for these factors were consistent after stratification by procedure type. CONCLUSION Age, sex, race, insurance, procedure, number of operated spinal levels, HSA, and comorbidities are major risk factors for 90-day readmission. Our study allows risk calculation to determine high-risk patients before undergoing spinal fusion surgery to prevent early readmission, improve quality of care, and reduce health care expenditures. LEVEL OF EVIDENCE 3.
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De la Garza Ramos R, Nakhla J, Nasser R, Jada A, Bhashyam N, Kinon MD, Yassari R. Volume-Outcome Relationship After 1 and 2 Level Anterior Cervical Discectomy and Fusion. World Neurosurg 2017; 105:543-548. [DOI: 10.1016/j.wneu.2017.05.060] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2017] [Revised: 05/10/2017] [Accepted: 05/11/2017] [Indexed: 10/19/2022]
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Sawhney JS, Stephen AH, Nunez H, Lueckel SN, Kheirbek T, Adams CA, Cioffi WG, Heffernan DS. Impact of Type of Health Insurance on Infection Rates among Young Trauma Patients. Surg Infect (Larchmt) 2016; 17:541-6. [DOI: 10.1089/sur.2015.210] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
Affiliation(s)
- Jaswin S. Sawhney
- Department of Surgery, Alpert Medical School of Brown University, Providence, Rhode Island
| | - Andrew H. Stephen
- Department of Surgery, Alpert Medical School of Brown University, Providence, Rhode Island
| | - Hector Nunez
- Rhode Island Hospital/Lifespan, Providence, Rhode Island
| | - Stephanie N. Lueckel
- Department of Surgery, Alpert Medical School of Brown University, Providence, Rhode Island
| | - Tareq Kheirbek
- Department of Surgery, Alpert Medical School of Brown University, Providence, Rhode Island
| | - Charles A. Adams
- Department of Surgery, Alpert Medical School of Brown University, Providence, Rhode Island
| | - William G. Cioffi
- Department of Surgery, Alpert Medical School of Brown University, Providence, Rhode Island
| | - Daithi S. Heffernan
- Department of Surgery, Alpert Medical School of Brown University, Providence, Rhode Island
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Karhade AV, Vasudeva VS, Dasenbrock HH, Lu Y, Gormley WB, Groff MW, Chi JH, Smith TR. Thirty-day readmission and reoperation after surgery for spinal tumors: a National Surgical Quality Improvement Program analysis. Neurosurg Focus 2016; 41:E5. [DOI: 10.3171/2016.5.focus16168] [Citation(s) in RCA: 72] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVE
The goal of this study was to use a large national registry to evaluate the 30-day cumulative incidence and predictors of adverse events, readmissions, and reoperations after surgery for primary and secondary spinal tumors.
METHODS
Data from adult patients who underwent surgery for spinal tumors (2011–2014) were extracted from the prospective National Surgical Quality Improvement Program (NSQIP) registry. Multivariable logistic regression was used to evaluate predictors of reoperation, readmission, and major complications (death, neurological, cardiopulmonary, venous thromboembolism [VTE], surgical site infection [SSI], and sepsis). Variables screened included patient age, sex, tumor location, American Society of Anesthesiologists (ASA) physical classification, preoperative functional status, comorbidities, preoperative laboratory values, case urgency, and operative time. Additional variables that were evaluated when analyzing readmission included complications during the surgical hospitalization, hospital length of stay (LOS), and discharge disposition.
RESULTS
Among the 2207 patients evaluated, 51.4% had extradural tumors, 36.4% had intradural extramedullary tumors, and 12.3% had intramedullary tumors. By spinal level, 20.7% were cervical lesions, 47.4% were thoracic lesions, 29.1% were lumbar lesions, and 2.8% were sacral lesions. Readmission occurred in 10.2% of patients at a median of 18 days (interquartile range [IQR] 12–23 days); the most common reasons for readmission were SSIs (23.7%), systemic infections (17.8%), VTE (12.7%), and CNS complications (11.9%). Predictors of readmission were comorbidities (dyspnea, hypertension, and anemia), disseminated cancer, preoperative steroid use, and an extended hospitalization. Reoperation occurred in 5.3% of patients at a median of 13 days (IQR 8–20 days) postoperatively and was associated with preoperative steroid use and ASA Class 4–5 designation. Major complications occurred in 14.4% of patients: the most common complications and their median time to occurrence were VTE (4.5%) at 9 days (IQR 4–19 days) postoperatively, SSIs (3.6%) at 18 days (IQR 14–25 days), and sepsis (2.9%) at 13 days (IQR 7–21 days). Predictors of major complications included dependent functional status, emergency case status, male sex, comorbidities (dyspnea, bleeding disorders, preoperative systemic inflammatory response syndrome, preoperative leukocytosis), and ASA Class 3–5 designation (p < 0.05). The median hospital LOS was 5 days (IQR 3–9 days), the 30-day mortality rate was 3.3%, and the median time to death was 20 days (IQR 12.5–26 days).
CONCLUSIONS
In this NSQIP analysis, 10.2% of patients undergoing surgery for spinal tumors were readmitted within 30 days, 5.3% underwent a reoperation, and 14.4% experienced a major complication. The most common complications were SSIs, systemic infections, and VTE, which often occurred late (after discharge from the surgical hospitalization). Patients were primarily readmitted for new complications that developed following discharge rather than exacerbation of complications from the surgical hospital stay. The strongest predictors of adverse events were comorbidities, preoperative steroid use, and higher ASA classification. These models can be used by surgeons to risk-stratify patients preoperatively and identify those who may benefit from increased surveillance following hospital discharge.
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Grant SR, Walker GV, Guadagnolo BA, Koshy M, Mahmood U. A brighter future? The impact of insurance and socioeconomic status on cancer outcomes in the USA: a review. Future Oncol 2016; 12:1507-15. [DOI: 10.2217/fon-2015-0028] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Uninsured and Medicaid-insured cancer patients have been shown to present with more advanced disease, less often receive cancer-directed therapy and suffer higher rates of mortality than those with private insurance. The Patient Protection and Affordable Care Act was signed into law in March of 2010 and seeks to increase rates of public and private health insurance. Although several provisions will in particular benefit those with chronic and high-cost medical conditions such as cancer, the extent to which disparities in cancer care will be eliminated is uncertain. Further legislative changes may be needed to ensure equal and adequate cancer care for all patients regardless of insurance or socioeconomic status.
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Affiliation(s)
| | - Gary V Walker
- Department of Radiation Oncology, Banner MD Anderson Cancer Center, Gilbert, AZ 85234, USA
| | - B Ashleigh Guadagnolo
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Health Services Research, Division of OVP, Cancer Prevention & Population Sciences, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Matthew Koshy
- Department of Radiation Oncology, University of Chicago, Chicago, IL 60637, USA
| | - Usama Mahmood
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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Provider volume and short-term outcomes following surgery for spinal metastases. J Clin Neurosci 2016; 24:43-6. [DOI: 10.1016/j.jocn.2015.08.008] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2015] [Accepted: 08/16/2015] [Indexed: 10/23/2022]
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Dasenbrock HH, Liu KX, Devine CA, Chavakula V, Smith TR, Gormley WB, Dunn IF. Length of hospital stay after craniotomy for tumor: a National Surgical Quality Improvement Program analysis. Neurosurg Focus 2015; 39:E12. [DOI: 10.3171/2015.10.focus15386] [Citation(s) in RCA: 93] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECT
Although the length of hospital stay is often used as a measure of quality of care, data evaluating the predictors of extended hospital stay after craniotomy for tumor are limited. The goals of this study were to use multivariate regression to examine which preoperative characteristics and postoperative complications predict a prolonged hospital stay and to assess the impact of length of stay on unplanned hospital readmission.
METHODS
Data were extracted from the National Surgical Quality Improvement Program (NSQIP) database from 2007 to 2013. Patients who underwent craniotomy for resection of a brain tumor were included. Stratification was based on length of hospital stay, which was dichotomized by the upper quartile of the interquartile range (IQR) for the entire population. Covariates included patient age, sex, race, tumor histology, comorbidities, American Society of Anesthesiologists (ASA) class, functional status, preoperative laboratory values, preoperative neurological deficits, operative time, and postoperative complications. Multivariate logistic regression with forward prediction was used to evaluate independent predictors of extended hospitalization. Thereafter, hierarchical multivariate logistic regression assessed the impact of length of stay on unplanned readmission.
RESULTS
The study included 11,510 patients. The median hospital stay was 4 days (IQR 3-8 days), and 27.7% (n = 3185) had a hospital stay of at least 8 days. Independent predictors of extended hospital stay included age greater than 70 years (OR 1.53, 95% CI 1.28%-1.83%, p < 0.001); African American (OR 1.75, 95% CI 1.44%-2.14%, p < 0.001) and Hispanic (OR 1.68, 95% CI 1.36%-2.08%) race or ethnicity; ASA class 3 (OR 1.52, 95% CI 1.34%-1.73%) or 4-5 (OR 2.18, 95% CI 1.82%-2.62%) designation; partially (OR 1.94, 95% CI 1.61%-2.35%) or totally dependent (OR 3.30, 95% CI 1.95%-5.55%) functional status; insulin-dependent diabetes mellitus (OR 1.46, 95% CI 1.16%-1.84%); hematological comorbidities (OR 1.68, 95% CI 1.25%-2.24%); and preoperative hypoalbuminemia (OR 1.78, 95% CI 1.51%-2.09%, all p ≤ 0.009). Several postoperative complications were additional independent predictors of prolonged hospitalization including pulmonary emboli (OR 13.75, 95% CI 4.73%-39.99%), pneumonia (OR 5.40, 95% CI 2.89%-10.07%), and urinary tract infections (OR 11.87, 95% CI 7.09%-19.87%, all p < 0.001). The C-statistic of the model based on preoperative characteristics was 0.79, which increased to 0.83 after the addition of postoperative complications. A length of stay after craniotomy for tumor score was created based on preoperative factors significant in regression models, with a moderate correlation with length of stay (p = 0.43, p < 0.001). Extended hospital stay was not associated with differential odds of an unplanned hospital readmission (OR 0.97, 95% CI 0.89%-1.06%, p = 0.55).
CONCLUSIONS
In this NSQIP analysis that evaluated patients who underwent craniotomy for tumor, much of the variance in hospital stay was attributable to baseline patient characteristics, suggesting length of stay may be an imperfect proxy for quality. Additionally, longer hospitalizations were not found to be associated with differential rates of unplanned readmission.
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Abstract
The skeletal system is the third most common site of metastases after the lung and liver. Within the skeletal system, the vertebral column is the most common site of metastases, and 8% to 15% of vertebral metastases are in the cervical spine, consisting, anatomically and biomechanically, of the occipitocervical junction, subaxial spine, and cervicothoracic junction. The vertebral body is more commonly affected than the posterior elements. Nonsurgical management techniques include radiation therapy (stereotactic and conventional), bracing, and chemotherapy. Surgical techniques include percutaneous methods, such as vertebroplasty, and palliative methods, such as decompression and stabilization. Surgical approach depends on the location of the tumor and the goals of the surgery. Appropriate patient selection can lead to successful surgical outcomes by restoring spinal stability and improving quality of life.
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Polite BN, Griggs JJ, Moy B, Lathan C, duPont NC, Villani G, Wong SL, Halpern MT. American Society of Clinical Oncology policy statement on medicaid reform. J Clin Oncol 2014; 32:4162-7. [PMID: 25403206 PMCID: PMC4879717 DOI: 10.1200/jco.2014.56.3452] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Affiliation(s)
- Blase N Polite
- Blase N. Polite, University of Chicago, Chicago, IL; Jennifer J. Griggs and Sandra L. Wong, University of Michigan, Ann Arbor, MI; Beverly Moy, Massachusetts General Hospital; Christopher Lathan, Dana-Farber Cancer Institute, Boston, MA; Nefertiti C. duPont, Roswell Park Cancer Institute, Buffalo; Gina Villani, Ralph Lauren Center for Cancer Care and Prevention, New York, NY; and Michael T. Halpern, RTI International, Washington, DC.
| | - Jennifer J Griggs
- Blase N. Polite, University of Chicago, Chicago, IL; Jennifer J. Griggs and Sandra L. Wong, University of Michigan, Ann Arbor, MI; Beverly Moy, Massachusetts General Hospital; Christopher Lathan, Dana-Farber Cancer Institute, Boston, MA; Nefertiti C. duPont, Roswell Park Cancer Institute, Buffalo; Gina Villani, Ralph Lauren Center for Cancer Care and Prevention, New York, NY; and Michael T. Halpern, RTI International, Washington, DC
| | - Beverly Moy
- Blase N. Polite, University of Chicago, Chicago, IL; Jennifer J. Griggs and Sandra L. Wong, University of Michigan, Ann Arbor, MI; Beverly Moy, Massachusetts General Hospital; Christopher Lathan, Dana-Farber Cancer Institute, Boston, MA; Nefertiti C. duPont, Roswell Park Cancer Institute, Buffalo; Gina Villani, Ralph Lauren Center for Cancer Care and Prevention, New York, NY; and Michael T. Halpern, RTI International, Washington, DC
| | - Christopher Lathan
- Blase N. Polite, University of Chicago, Chicago, IL; Jennifer J. Griggs and Sandra L. Wong, University of Michigan, Ann Arbor, MI; Beverly Moy, Massachusetts General Hospital; Christopher Lathan, Dana-Farber Cancer Institute, Boston, MA; Nefertiti C. duPont, Roswell Park Cancer Institute, Buffalo; Gina Villani, Ralph Lauren Center for Cancer Care and Prevention, New York, NY; and Michael T. Halpern, RTI International, Washington, DC
| | - Nefertiti C duPont
- Blase N. Polite, University of Chicago, Chicago, IL; Jennifer J. Griggs and Sandra L. Wong, University of Michigan, Ann Arbor, MI; Beverly Moy, Massachusetts General Hospital; Christopher Lathan, Dana-Farber Cancer Institute, Boston, MA; Nefertiti C. duPont, Roswell Park Cancer Institute, Buffalo; Gina Villani, Ralph Lauren Center for Cancer Care and Prevention, New York, NY; and Michael T. Halpern, RTI International, Washington, DC
| | - Gina Villani
- Blase N. Polite, University of Chicago, Chicago, IL; Jennifer J. Griggs and Sandra L. Wong, University of Michigan, Ann Arbor, MI; Beverly Moy, Massachusetts General Hospital; Christopher Lathan, Dana-Farber Cancer Institute, Boston, MA; Nefertiti C. duPont, Roswell Park Cancer Institute, Buffalo; Gina Villani, Ralph Lauren Center for Cancer Care and Prevention, New York, NY; and Michael T. Halpern, RTI International, Washington, DC
| | - Sandra L Wong
- Blase N. Polite, University of Chicago, Chicago, IL; Jennifer J. Griggs and Sandra L. Wong, University of Michigan, Ann Arbor, MI; Beverly Moy, Massachusetts General Hospital; Christopher Lathan, Dana-Farber Cancer Institute, Boston, MA; Nefertiti C. duPont, Roswell Park Cancer Institute, Buffalo; Gina Villani, Ralph Lauren Center for Cancer Care and Prevention, New York, NY; and Michael T. Halpern, RTI International, Washington, DC
| | - Michael T Halpern
- Blase N. Polite, University of Chicago, Chicago, IL; Jennifer J. Griggs and Sandra L. Wong, University of Michigan, Ann Arbor, MI; Beverly Moy, Massachusetts General Hospital; Christopher Lathan, Dana-Farber Cancer Institute, Boston, MA; Nefertiti C. duPont, Roswell Park Cancer Institute, Buffalo; Gina Villani, Ralph Lauren Center for Cancer Care and Prevention, New York, NY; and Michael T. Halpern, RTI International, Washington, DC
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A Multi-institutional Analysis of Insurance Status as a Predictor of Morbidity Following Breast Reconstruction. PLASTIC AND RECONSTRUCTIVE SURGERY-GLOBAL OPEN 2014; 2:e255. [PMID: 25506538 PMCID: PMC4255898 DOI: 10.1097/gox.0000000000000207] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2014] [Accepted: 09/04/2014] [Indexed: 11/26/2022]
Abstract
Background: Although recent literature suggests that patients with Medicaid and Medicare are more likely than those with private insurance to experience complications following a variety of procedures, there has been limited evaluation of insurance-based disparities in reconstructive surgery outcomes. Using a large, multi-institutional database, we sought to evaluate the potential impact of insurance status on complications following breast reconstruction. Methods: We identified all breast reconstructive cases in the 2008 to 2011 Tracking Operations and Outcomes for Plastic Surgeons clinical registry. Propensity scores were calculated for each case, and insurance cohorts were matched with regard to demographic and clinical characteristics. Outcomes of interest included 15 medical and 13 surgical complications. Results: Propensity-score matching yielded 493 matched patients for evaluation of Medicaid and 670 matched patients for evaluation of Medicare. Overall complication rates did not significantly differ between patients with Medicaid or Medicare and those with private insurance (P = 0.167 and P = 0.861, respectively). Risk-adjusted multivariate regressions corroborated this finding, demonstrating that Medicaid and Medicare insurance status does not independently predict surgical site infection, seroma, hematoma, explantation, or wound dehiscence (all P > 0.05). Medicaid insurance status significantly predicted flap failure (odds ratio = 3.315, P = 0.027). Conclusions: This study is the first to investigate the differential effects of payer status on outcomes following breast reconstruction. Our results suggest that Medicaid and Medicare insurance status does not independently predict increased overall complication rates following breast reconstruction. This finding underscores the commitment of the plastic surgery community to providing consistent care for patients, irrespective of insurance status.
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Abstract
STUDY DESIGN The Spine End Results Registry (2003-2004) is a registry of prospectively collected data of all patients undergoing spinal surgery at the University of Washington Medical Center and Harborview Medical Center. Insurance data were prospectively collected and used in multivariate analysis to determine risk of perioperative complications. OBJECTIVE Given the negative financial impact of surgical site infections (SSIs) and the higher overall complication rates of patients with a Medicaid payer status, we hypothesized that a Medicaid payer status would have a significantly higher SSI rate. SUMMARY OF BACKGROUND DATA The medical literature demonstrates lesser outcomes and increased complication rates in patients who have public insurance than those who have private insurance. No one has shown that patients with a Medicaid payer status compared with Medicare and privately insured patients have a significantly increased SSI rate for spine surgery. METHODS The prospectively collected Spine End Results Registry provided data for analysis. SSI was defined as treatment requiring operative debridement. Demographic, social, medical, and the surgical severity index risk factors were assessed against the exposure of payer status for the surgical procedure. RESULTS The population included Medicare (N = 354), Medicaid (N = 334), the Veterans' Administration (N = 39), private insurers (N = 603), and self-pay (N = 42). Those patients whose insurer was Medicaid had a 2.06 odds (95% confidence interval: 1.19-3.58, P = 0.01) of having a SSI compared with the privately insured. CONCLUSION The study highlights the increased cost of spine surgical procedures for patients with a Medicaid payer status with the passage of the Patient Protection and Affordable Care Act of 2010. The Patient Protection and Affordable Care Act of 2010 provisions could cause a reduction in reimbursement to the hospital for taking care of patients with Medicaid insurance due to their higher complication rates and higher costs. This very issue could inadvertently lead to access limitations. LEVEL OF EVIDENCE 3.
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The association between insurance status and prostate cancer outcomes: implications for the Affordable Care Act. Prostate Cancer Prostatic Dis 2014; 17:273-9. [DOI: 10.1038/pcan.2014.23] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2014] [Revised: 05/07/2014] [Accepted: 05/15/2014] [Indexed: 01/03/2023]
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Aizer AA, Falit B, Mendu ML, Chen MH, Choueiri TK, Hoffman KE, Hu JC, Martin NE, Trinh QD, Alexander BM, Nguyen PL. Cancer-specific outcomes among young adults without health insurance. J Clin Oncol 2014; 32:2025-30. [PMID: 24888800 DOI: 10.1200/jco.2013.54.2555] [Citation(s) in RCA: 102] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE The Patient Protection and Affordable Care Act (ACA) will likely improve insurance coverage for most young adults, but subsets of young adults in the United States will face significant premium increases in the individual market. We examined the association between insurance status and cancer-specific outcomes among young adults. METHODS We used the SEER program to identify 39,447 patients age 20 to 40 years diagnosed with a malignant neoplasm between 2007 and 2009. The association between insurance status and stage at presentation, employment of definitive therapy, and all-cause mortality was assessed using multivariable logistic or Cox regression, as appropriate. RESULTS Patients who were uninsured were more likely to be younger, male, nonwhite, and unmarried than patients who were insured and were also more likely to be from regions of lower income, education, and population density (P < .001 in all cases). After adjustment for pertinent confounding variables, an association between insurance coverage and decreased likelihood of presentation with metastatic disease (odds ratio [OR], 0.84; 95% CI, 0.75 to 0.94; P = .003), increased receipt of definitive treatment (OR, 1.95; 95% CI, 1.52 to 2.50; P < .001), and decreased death resulting from any cause (hazard ratio, 0.77; 95% CI, 0.65 to 0.91; P = .002) was noted. CONCLUSION The improved coverage fostered by the ACA may translate into better outcomes among most young adults with cancer. Extra consideration will need to be given to ensure that patients who will face premium increases in the individual market can obtain insurance coverage under the ACA.
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Affiliation(s)
- Ayal A Aizer
- Ayal A. Aizer and Benjamin Falit, Harvard Radiation Oncology Program; Mallika L. Mendu and Quoc-Dien Trinh, Brigham and Women's Hospital; Toni K. Choueiri, Neil E. Martin, Brian M. Alexander, and Paul L. Nguyen, Brigham and Women's Hospital/Dana-Farber Cancer Institute Boston, MA; Ming-Hui Chen, University of Connecticut, Storrs, CT; Karen E. Hoffman, University of Texas MD Anderson Cancer Center, Houston, TX; and Jim C. Hu, University of California Los Angeles, Los Angeles, CA.
| | - Benjamin Falit
- Ayal A. Aizer and Benjamin Falit, Harvard Radiation Oncology Program; Mallika L. Mendu and Quoc-Dien Trinh, Brigham and Women's Hospital; Toni K. Choueiri, Neil E. Martin, Brian M. Alexander, and Paul L. Nguyen, Brigham and Women's Hospital/Dana-Farber Cancer Institute Boston, MA; Ming-Hui Chen, University of Connecticut, Storrs, CT; Karen E. Hoffman, University of Texas MD Anderson Cancer Center, Houston, TX; and Jim C. Hu, University of California Los Angeles, Los Angeles, CA
| | - Mallika L Mendu
- Ayal A. Aizer and Benjamin Falit, Harvard Radiation Oncology Program; Mallika L. Mendu and Quoc-Dien Trinh, Brigham and Women's Hospital; Toni K. Choueiri, Neil E. Martin, Brian M. Alexander, and Paul L. Nguyen, Brigham and Women's Hospital/Dana-Farber Cancer Institute Boston, MA; Ming-Hui Chen, University of Connecticut, Storrs, CT; Karen E. Hoffman, University of Texas MD Anderson Cancer Center, Houston, TX; and Jim C. Hu, University of California Los Angeles, Los Angeles, CA
| | - Ming-Hui Chen
- Ayal A. Aizer and Benjamin Falit, Harvard Radiation Oncology Program; Mallika L. Mendu and Quoc-Dien Trinh, Brigham and Women's Hospital; Toni K. Choueiri, Neil E. Martin, Brian M. Alexander, and Paul L. Nguyen, Brigham and Women's Hospital/Dana-Farber Cancer Institute Boston, MA; Ming-Hui Chen, University of Connecticut, Storrs, CT; Karen E. Hoffman, University of Texas MD Anderson Cancer Center, Houston, TX; and Jim C. Hu, University of California Los Angeles, Los Angeles, CA
| | - Toni K Choueiri
- Ayal A. Aizer and Benjamin Falit, Harvard Radiation Oncology Program; Mallika L. Mendu and Quoc-Dien Trinh, Brigham and Women's Hospital; Toni K. Choueiri, Neil E. Martin, Brian M. Alexander, and Paul L. Nguyen, Brigham and Women's Hospital/Dana-Farber Cancer Institute Boston, MA; Ming-Hui Chen, University of Connecticut, Storrs, CT; Karen E. Hoffman, University of Texas MD Anderson Cancer Center, Houston, TX; and Jim C. Hu, University of California Los Angeles, Los Angeles, CA
| | - Karen E Hoffman
- Ayal A. Aizer and Benjamin Falit, Harvard Radiation Oncology Program; Mallika L. Mendu and Quoc-Dien Trinh, Brigham and Women's Hospital; Toni K. Choueiri, Neil E. Martin, Brian M. Alexander, and Paul L. Nguyen, Brigham and Women's Hospital/Dana-Farber Cancer Institute Boston, MA; Ming-Hui Chen, University of Connecticut, Storrs, CT; Karen E. Hoffman, University of Texas MD Anderson Cancer Center, Houston, TX; and Jim C. Hu, University of California Los Angeles, Los Angeles, CA
| | - Jim C Hu
- Ayal A. Aizer and Benjamin Falit, Harvard Radiation Oncology Program; Mallika L. Mendu and Quoc-Dien Trinh, Brigham and Women's Hospital; Toni K. Choueiri, Neil E. Martin, Brian M. Alexander, and Paul L. Nguyen, Brigham and Women's Hospital/Dana-Farber Cancer Institute Boston, MA; Ming-Hui Chen, University of Connecticut, Storrs, CT; Karen E. Hoffman, University of Texas MD Anderson Cancer Center, Houston, TX; and Jim C. Hu, University of California Los Angeles, Los Angeles, CA
| | - Neil E Martin
- Ayal A. Aizer and Benjamin Falit, Harvard Radiation Oncology Program; Mallika L. Mendu and Quoc-Dien Trinh, Brigham and Women's Hospital; Toni K. Choueiri, Neil E. Martin, Brian M. Alexander, and Paul L. Nguyen, Brigham and Women's Hospital/Dana-Farber Cancer Institute Boston, MA; Ming-Hui Chen, University of Connecticut, Storrs, CT; Karen E. Hoffman, University of Texas MD Anderson Cancer Center, Houston, TX; and Jim C. Hu, University of California Los Angeles, Los Angeles, CA
| | - Quoc-Dien Trinh
- Ayal A. Aizer and Benjamin Falit, Harvard Radiation Oncology Program; Mallika L. Mendu and Quoc-Dien Trinh, Brigham and Women's Hospital; Toni K. Choueiri, Neil E. Martin, Brian M. Alexander, and Paul L. Nguyen, Brigham and Women's Hospital/Dana-Farber Cancer Institute Boston, MA; Ming-Hui Chen, University of Connecticut, Storrs, CT; Karen E. Hoffman, University of Texas MD Anderson Cancer Center, Houston, TX; and Jim C. Hu, University of California Los Angeles, Los Angeles, CA
| | - Brian M Alexander
- Ayal A. Aizer and Benjamin Falit, Harvard Radiation Oncology Program; Mallika L. Mendu and Quoc-Dien Trinh, Brigham and Women's Hospital; Toni K. Choueiri, Neil E. Martin, Brian M. Alexander, and Paul L. Nguyen, Brigham and Women's Hospital/Dana-Farber Cancer Institute Boston, MA; Ming-Hui Chen, University of Connecticut, Storrs, CT; Karen E. Hoffman, University of Texas MD Anderson Cancer Center, Houston, TX; and Jim C. Hu, University of California Los Angeles, Los Angeles, CA
| | - Paul L Nguyen
- Ayal A. Aizer and Benjamin Falit, Harvard Radiation Oncology Program; Mallika L. Mendu and Quoc-Dien Trinh, Brigham and Women's Hospital; Toni K. Choueiri, Neil E. Martin, Brian M. Alexander, and Paul L. Nguyen, Brigham and Women's Hospital/Dana-Farber Cancer Institute Boston, MA; Ming-Hui Chen, University of Connecticut, Storrs, CT; Karen E. Hoffman, University of Texas MD Anderson Cancer Center, Houston, TX; and Jim C. Hu, University of California Los Angeles, Los Angeles, CA
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Firempong AO, Shaheen MA, Pan D, Drazin D. Racial and ethnic disparities in the incidence and mortality from septic shock and respiratory failure among elective neurosurgery patients. Neurol Res 2014; 36:857-65. [DOI: 10.1179/1743132814y.0000000343] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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Kelly ML, Kshettry VR, Rosenbaum BP, Seicean A, Weil RJ. Effect of a randomized controlled trial on the surgical treatment of spinal metastasis, 2000 through 2010: A population-based cohort study. Cancer 2013; 120:901-8. [DOI: 10.1002/cncr.28497] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2013] [Accepted: 11/07/2013] [Indexed: 11/09/2022]
Affiliation(s)
- Michael L. Kelly
- Department of Neurosurgery; Neurological Institute; Cleveland Clinic Foundation Cleveland Ohio
| | - Varun R. Kshettry
- Department of Neurosurgery; Neurological Institute; Cleveland Clinic Foundation Cleveland Ohio
| | - Benjamin P. Rosenbaum
- Department of Neurosurgery; Neurological Institute; Cleveland Clinic Foundation Cleveland Ohio
| | - Andreea Seicean
- Department of Epidemiology and Biostatistics; Case Western Reserve University; Cleveland Ohio
| | - Robert J. Weil
- Department of Neurosurgery; Neurological Institute; Cleveland Clinic Foundation Cleveland Ohio
- Rose Ella Burkhardt Brain Tumor and Neuro-Oncology Center; Cleveland Clinic Foundation; Cleveland Ohio
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Jahangiri A, Clark AJ, Han SJ, Kunwar S, Blevins LS, Aghi MK. Socioeconomic factors associated with pituitary apoplexy. J Neurosurg 2013; 119:1432-6. [DOI: 10.3171/2013.6.jns122323] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Object
Pituitary apoplexy is associated with worse outcomes than are pituitary adenomas detected without acute clinical deterioration. The association between pituitary apoplexy and socioeconomic factors that may limit access to health care has not been examined in prior studies.
Methods
This study involved retrospectively evaluating data obtained in all patients who underwent surgery for nonfunctioning pituitary adenoma causing visual symptoms between January 2003 and July 2012 at the University of California, San Francisco. Patients were grouped into those who presented with apoplexy and those who did not (“no apoplexy”). The 2 groups were compared with respect to annual household income, employment status, health insurance status, and whether or not the patient had a primary health care provider. Associations between categorical variables were analyzed by chi-square test and continuous variables by Student t-test. Multivariate logistic regression was also performed.
Results
One hundred thirty-five patients were identified, 18 of whom presented with apoplexy. There were significantly more unmarried patients and emergency room presentations in the apoplexy group than in the “no apoplexy” group. There was a nonsignificant trend toward lower mean household income in the apoplexy group. Lack of health insurance and lack of a primary health care provider were both highly significantly associated with apoplexy. In a multivariate analysis including marital status, emergency room presentation, income, insurance status, and primary health care provider status as variables, lack of insurance remained associated with apoplexy (OR 11.6; 95% CI 1.9–70.3; p = 0.008).
Conclusions
The data suggest that patients with limited access to health care may be more likely to present with pituitary apoplexy than those with adequate access.
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The impact of insurance status on the outcomes after aneurysmal subarachnoid hemorrhage. PLoS One 2013; 8:e78047. [PMID: 24205085 PMCID: PMC3812119 DOI: 10.1371/journal.pone.0078047] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2013] [Accepted: 09/08/2013] [Indexed: 11/19/2022] Open
Abstract
Investigation into the association of insurance status with the outcomes of patients undergoing neurosurgical intervention has been limited: this is the first nationwide study to analyze the impact of primary payer on the outcomes of patients with aneurysmal subarachnoid hemorrhage who underwent endovascular coiling or microsurgical clipping. The Nationwide Inpatient Sample (2001–2010) was utilized to identify patients; those with both an ICD-9 diagnosis codes for subarachnoid hemorrhage and a procedure code for aneurysm repair (either via an endovascular or surgical approach) were included. Hierarchical multivariate regression analyses were utilized to evaluate the impact of primary payer on in-hospital mortality, hospital discharge disposition, and length of hospital stay with hospital as the random effects variable. Models were adjusted for patient age, sex, race, comorbidities, socioeconomic status, hospital region, location (urban versus rural), and teaching status, procedural volume, year of admission, and the proportion of patients who underwent ventriculostomy. Subsequent models were also adjusted for time to aneurysm repair and time to ventriculostomy; subgroup analyses evaluated for those who underwent endovascular and surgical procedures separately. 15,557 hospitalizations were included. In the initial model, the adjusted odds of in-hospital mortality were higher for Medicare (OR 1.23, p<0.001), Medicaid (OR 1.23, p<0.001), and uninsured patients (OR 1.49, p<0.001) compared to those with private insurance. After also adjusting for timing of intervention, Medicaid and uninsured patients had a reduced odds of non-routine discharge (OR 0.75, p<0.001 and OR 0.42, p<0.001) despite longer hospital stays (by 8.35 days, p<0.001 and 2.45 days, p = 0.005). Variations in outcomes by primary payer–including in-hospital post-procedural mortality–were more pronounced for patients of all insurance types who underwent microsurgical clipping. The observed differences by primary payer are likely multifactorial, attributable to varied socioeconomic factors and the complexities of the American healthcare delivery system.
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Abstract
STUDY DESIGN Multivariate analysis of prospectively collected registry data. OBJECTIVE To determine the effect of payor status on complication rates after spine surgery. SUMMARY OF BACKGROUND DATA Understanding the risk of perioperative complications is an essential aspect in improving patient outcomes. Previous studies have looked at complication rates after spine surgery and factors related to increased perioperative complications. In other areas of medicine, there has been a growing body of evidence gathered to evaluate the role of payor status on outcomes and complications. Several studies have found increased complication rates and inferior outcomes in the uninsured and Medicaid insured. METHODS The Spine End Results Registry (2003-2004) is a collection of prospectively collected data on all patients who underwent spine surgery at our 2 institutions. Extensive demographic data, including payor status, and medical information were prospectively recorded as described previously by Mirza et al. Medical complications were defined in detail a priori and were prospectively recorded for at least 2 years after surgery. Using univariate and multivariate analysis, we determined risk of postoperative medical complications dependent on payor status. RESULTS A total of 1591 patients underwent spine surgery in 2003 and 2004 that met our criteria and were included in our analysis. With the multivariate analysis and by controlling for age, patients whose insurer was Medicaid had a 1.68 odds ratio (95% confidence interval: 1.23-2.29; P = 0.001) of having any adverse event when compared with the privately insured. CONCLUSION After univariate and multivariate analyses, Medicaid insurance status was found to be a risk factor for postoperative complications. This corresponds to an ever-growing body of medical literature that has shown similar trends and raises the concern of underinsurance.
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Racial disparities in Medicaid patients after brain tumor surgery. J Clin Neurosci 2012; 20:57-61. [PMID: 23084348 DOI: 10.1016/j.jocn.2012.05.014] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2012] [Accepted: 05/06/2012] [Indexed: 11/24/2022]
Abstract
The presence of healthcare-related disparities is an ongoing, widespread, and well-documented societal and health policy issue. We investigated the presence of racial disparities among post-operative patients either with meningioma or malignant, benign, or metastatic brain tumors. We used the Medicaid component of the Thomson Reuter's MarketScan database from 2000 to 2009. Univariate and multivariate analysis assessed death, 30-day post-operative risk of complications, length of stay, and total charges. We identified 2321 patients, 73.7% were Caucasian, 57.8% were women; with Charlson comorbidity scores of <3 (56.2%) and treated at low-volume centers (73.4%). Among all, 26.3% of patients were of African-American ethnicity and 22.1% had meningiomas. Mortality was 2.0%, mean length of stay (LOS) was 9 days, mean total charges were US$42,422, an adverse discharge occurred in 22.5% of patients, and overall 30-day complication rate was 23.4%. In a multivariate analysis, African-American patients with meningiomas had higher odds of developing a 30-day complication (p=0.05) and were significantly more likely to have longer LOS (p<0.001) and greater total charges (p<0.001) relative to Caucasian counterparts. The presence of one post-operative complication doubled LOS and nearly doubled total charges, while the presence of two post-operative complications tripled these outcomes. Patients of African-American ethnicity had significantly higher post-operative complications than those of Caucasian ethnicity. This higher rate of complications seems to have driven greater healthcare utilization, including greater LOS and total charges, among African-American patients. Interventions aimed at reducing complications among African-American patients with brain tumor may help reduce post-operative disparities.
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