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Rubery PT, Ramirez G, Kwak A, Thirukumaran C. Racial/ethnic and income-based differences in the use of surgery for cervical and lumbar disorders in New York State: a retrospective analysis. Spine J 2023:S1529-9430(23)03465-4. [PMID: 37890728 DOI: 10.1016/j.spinee.2023.10.012] [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: 03/30/2023] [Revised: 10/19/2023] [Accepted: 10/22/2023] [Indexed: 10/29/2023]
Abstract
BACKGROUND CONTEXT The extent to which use of spine surgeries for patients with cervical and lumbar disorders varies by their race/ethnicity and income is currently unknown. PURPOSE To assess racial/ethnic and income-based differences in use of spine surgery in New York State (NYS) from 2016 to 2019. STUDY DESIGN Retrospective observational analysis using 2016 to 2019 New York Statewide Planning and Research Cooperative System (SPARCS) data, direct standardization, and multivariable mixed-effects linear regression models. METHODS A dataset of patients who underwent surgery for cervical and spinal disorders in NYS in the period 2016 to 2019 was used to determine county-level age- and sex-standardized annual cervical and lumbar surgery rates expressed as number of surgeries per 10,000 individuals. Further sub-analysis was performed with the key independent variables being the combination of individual-level race/ethnicity (non-Hispanic White, non-Hispanic Black, and Hispanic individuals) and income (low-/high-income residing in zip codes below/above state median income); and year. We estimated multivariable mixed-effects linear regression models which controlled county-level variables to determine the adjusted rates of spine surgeries for patients belonging to various race/ethnicity and income group combinations. RESULTS The study included 29,650 and 42,498 patients in the cervical and lumbar cohorts, respectively. In 2019, the county-level mean cervical and lumbar surgery rates were 3.88 and 5.19 surgeries per 10,000 individuals, respectively. There was a five-fold rate variation across NYS. In 2019, the adjusted cervical rates were 4.59 (White low-income), 4.96 (White high-income), 7.20 (Black low-income), 3.01 (Black high-income), 4.37 (Hispanic low-income), and 1.17 (Hispanic high-income). The adjusted lumbar rates were 5.49 (White low-income), 6.31 (White high-income), 9.43 (Black low-income), 2.47 (Black high-income), 4.22 (Hispanic low-income), and 2.02 (Hispanic high-income). The rates for low-income Black or Hispanic patients were significantly higher than their high-income counterparts. Low-income Black patients had the highest rates. Over the study period, the gap/difference increased significantly between high-income Hispanic and White individuals by 2.19 (95% confidence interval [CI]: -4.27, -0.10, p=.04) for cervical surgery; and between low-income Black and White individuals by 2.82 (2.82, 95% CI: 0.59, 5.06, p=.01) for lumbar surgery. CONCLUSION There are differences in the rates of spine surgery in New York State, among identifiable groups. Black individuals from poorer zip codes experience relatively higher spine surgery rates. Understanding the drivers of surgical rate variation is key to improving the equitable delivery of spine care. A better understanding of such rate variations could inform health policy.
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Affiliation(s)
- Paul T Rubery
- Department of Orthopaedics - University of Rochester, 601 Elmwood Ave, Box 665, Rochester, NY 14642, USA; Center for Musculoskeletal Research - University of Rochester, 601 Elmwood Ave., Rochester, NY 14642, USA.
| | - Gabriel Ramirez
- Department of Orthopaedics - University of Rochester, 601 Elmwood Ave, Box 665, Rochester, NY 14642, USA; Center for Musculoskeletal Research - University of Rochester, 601 Elmwood Ave., Rochester, NY 14642, USA
| | - Amelia Kwak
- University of Rochester, 500 Joseph C. Wilson Blvd., Rochester, NY 14627, USA
| | - Caroline Thirukumaran
- Department of Orthopaedics - University of Rochester, 601 Elmwood Ave, Box 665, Rochester, NY 14642, USA; Center for Musculoskeletal Research - University of Rochester, 601 Elmwood Ave., Rochester, NY 14642, USA; Department of Public Health Sciences - University of Rochester, 601 Elmwood Ave., Rochester, NY 14642, USA
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Liu B, Li Q, Xie H, Hu X, Pan X. Evaluation of Vertebral Function and Long-Term Quality of Life after Percutaneous Minimally Invasive Surgery in Patients with Thoracolumbar Spine Fractures. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:2723542. [PMID: 35251297 PMCID: PMC8890886 DOI: 10.1155/2022/2723542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Revised: 11/29/2021] [Accepted: 01/17/2022] [Indexed: 11/21/2022]
Abstract
OBJECTIVE To investigate the changes in vertebral function after minimally invasive surgery in patients with thoracolumbar spinal fractures and investigate the impact of percutaneous minimally invasive surgery on patients' quality of life by following up the patients in the long term. METHODS A retrospective analysis was performed to select 80 patients with thoracolumbar spinal fractures treated in our hospital from April 2013 to October 2018, and the patients were divided into a study group and a control group according to the difference in their choice of procedure. The two groups were compared in terms of perioperative wound pain, serum creatine kinase (CK) activity, and C-reactive protein (CRP) levels, and the two groups were followed up for 2 years to compare the changes in anterior vertebral body height and Cobb's angle during the follow-up period and to compare the differences in quality of life between the two groups. RESULTS (1) The pain level of patients in the study group was significantly lower than that of the control group at the 1st and 3rd postoperative days (p < 0.05). (2) The CK activity and CPR level of patients in the study group were significantly lower than that of the control group at the 1st and 3rd postoperative days (p < 0.05). (3) Compared with the preoperative period, the height of the anterior border of the vertebral body and the Cobb's angle in both groups showed significant changes at 7 d, 6 months, one year, and two years after surgery (p < 0.05), suggesting that both procedures can significantly restore the height of the injured vertebra and improve the function of the vertebral body. (4) The somatic, physical, and psychological functions of patients in the study group were significantly greater than those in the control group at 6 months postoperatively (p > 0.05). CONCLUSION Compared to traditional open surgery, minimally invasive percutaneous surgery for thoracolumbar fractures can significantly reduce perioperative pain and improve perioperative stress in patients, while achieving better surgical outcomes and a significantly improved quality of life in patients at long-term follow-up.
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Affiliation(s)
- Bin Liu
- Department of Emergency Trauma Surgery, First People's Hospital of Yunnan Province (the Affiliated Hospital of Kunming University of Science and Technology), Kunming, Yunnan 650032, China
| | - QiaoHong Li
- Department of Emergency Trauma Surgery, First People's Hospital of Yunnan Province (the Affiliated Hospital of Kunming University of Science and Technology), Kunming, Yunnan 650032, China
| | - Hui Xie
- Department of Emergency Trauma Surgery, First People's Hospital of Yunnan Province (the Affiliated Hospital of Kunming University of Science and Technology), Kunming, Yunnan 650032, China
| | - XinPan Hu
- Department of Emergency Trauma Surgery, First People's Hospital of Yunnan Province (the Affiliated Hospital of Kunming University of Science and Technology), Kunming, Yunnan 650032, China
| | - XueKun Pan
- Department of Emergency Trauma Surgery, First People's Hospital of Yunnan Province (the Affiliated Hospital of Kunming University of Science and Technology), Kunming, Yunnan 650032, China
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Avila MJ, Aguilar-Salinas P, Burket AR, Dumont TM. Parkinson Disease, Dysphagia, and Cervical Spine Surgery. Clin Spine Surg 2022; 35:E26-E30. [PMID: 34029260 DOI: 10.1097/bsd.0000000000001197] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2020] [Accepted: 04/07/2021] [Indexed: 11/26/2022]
Abstract
STUDY DESIGN An analysis of a National Database. OBJECTIVE The objective of this study was to evaluate the rate of dysphagia for Parkinson disease (PD) patients undergoing cervical spine surgery for cervical myelopathy. SUMMARY OF BACKGROUND DATA Cervical spondylotic myelopathy (CSM) is an increasingly common problem in the aging population. Several surgical options exist to treat this condition including anterior, posterior and combined surgical approaches. Each approach carries its own set of postoperative complications. Little is known of the of outcomes after cervical spine surgery in PD. MATERIALS AND METHODS The National Inpatient sample was queried 1998 to 2016, all elective admissions with CSM were identified. Surgical treatments were identified as either: anterior cervical discectomy and fusion (ACDF), posterior laminectomies, posterior cervical fusion or combined anterior/posterior surgery. Preexisting PD was identified. Endpoints included mortality, length of stay (LOS), swallowing dysfunction measured by placement of feeding tube (NGT), and postprocedure pneumonia. RESULTS A total of 73,088 patients underwent surgical procedures for CSM during the study period. Of those, 552 patients (7.5%) had concomitant PD. The most common procedure was ACDF. Patients with PD had a higher rate of dysphagia (NGT placement) after surgery compared with those without PD (P<0.001). Multiple regression analysis showed that PD patients had a higher risk of having NGT placement or developing pneumonia [odds ratio 2.98 (1.7-5.2), P<0.001] after surgery.Patients with PD who underwent ACDF, posterior laminectomies or posterior cervical fusion had a longer LOS compared with those who did not have PD (P<0.001). There was no difference in LOS for patients who underwent combined anterior/posterior surgery. Inpatient mortality was higher in patients with PD who underwent ACDF or combined surgery (P<0.001). CONCLUSIONS While ACDF is the most commonly performed procedure for CSM in patients with PD, it is associated with longer LOS, higher incidence of postoperative dysphagia, and postprocedural pneumonia, as well as higher inpatient mortality compared with posterior cervical procedures. LEVEL OF EVIDENCE Level III.
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Ma Y, Wu H, Wang Y, Guo L. A feasibility study of modified self-efficacy for the improvement of adverse emotions and quality of life in traumatic fracture patients. Am J Transl Res 2021; 13:6507-6515. [PMID: 34306391 PMCID: PMC8290795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Accepted: 02/01/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVE To investigate the changes in the adverse psychologies and psychological coping at the late stage of self-efficacy intervention in traumatic fracture patients. METHODS A total of 80 traumatic fracture patients admitted to our hospital were recruited as the study cohort and randomly divided into two groups. The control group (n=40) underwent conventional post-fracture nursing, and the study group (n=40) underwent self-efficacy intervention combined with conventional post-fracture nursing. After the intervention, the changes in the anxiety and depression, self-efficacy, quality of life, and the psychological coping scores were assessed and compared between the two groups. Finally, the correlations among the self-efficacy, adverse emotions, and psychological coping scores were analyzed. RESULTS Before the intervention, there was no marked difference in the anxiety and depression, self-efficacy, life satisfaction, and psychological coping scale scores between the two groups (P > 0.05). At 1, 3, and 6 months after the intervention, the study group had remarkably lower hospital anxiety and depression scale (HADS) scores and significantly higher self-efficacy, quality of life and psychological coping scale scores than the control group (P < 0.05). The correlation analysis showed that the general self-efficacy scale (GSES) scores were negatively correlated with the self-rating anxiety scale (SAS) and the self-rating depression scale (SDS) scores (r=-0.8623, r=-0.6895, P < 0.05) and were positively correlated with the psychological coping scale scores (r=0.7196, P < 0.05). CONCLUSION Self-efficacy intervention can markedly improve the adverse emotions and the self-efficacy and quality of life scores in traumatic fracture patients. The patients' self-efficacy is significantly positively correlated with the psychological coping scores. Therefore, self-efficacy intervention can be implemented to improve the traumatic coping abilities of traumatic fracture patients.
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Affiliation(s)
- Yanbo Ma
- Nursing Institute, Jinzhou Medical UniversityJinzhou, Liaoning Province, China
| | - Hongjing Wu
- Department of Thoracic Surgery, Fushun Central HospitalFushun, Liaoning Province, China
| | - Yanting Wang
- Department of Orthopedics, Fushun Central HospitalFushun, Liaoning Province, China
| | - Leilei Guo
- Nursing Institute Surgical Nursing Department, Jinzhou Medical UniversityJinzhou, Liaoning Province, China
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Disparities in Outcomes by Insurance Payer Groups for Patients Undergoing Anterior Cervical Discectomy and Fusion. Spine (Phila Pa 1976) 2020; 45:770-775. [PMID: 31842107 DOI: 10.1097/brs.0000000000003365] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective, observational study of clinical outcomes at a single institution. OBJECTIVE To compare postoperative complication and readmission rates of payer groups in a cohort of patients undergoing anterior cervical discectomy and fusion (ACDF). SUMMARY OF BACKGROUND DATA Studies examining associations between primary payer and outcomes in spine surgery have been equivocal. METHODS Patients at Mount Sinai having undergone ACDF from 2008 to 2016 were queried and assigned to one of five insurance categories: uninsured, managed care, commercial indemnity insurance, Medicare, and Medicaid, with patients in the commercial indemnity group serving as the reference cohort. Multivariable logistic regression equations for various outcomes with the exposure of payer were created, controlling for age, sex, American Society of Anesthesiology Physical Status Classification (ASA Class), the Elixhauser Comorbidity Index, and number of segments fused. A Bonferroni correction was utilized, such that alpha = 0.0125. RESULTS Two thousand three hundred eighty seven patients underwent ACDF during the time period. Both Medicare (P < 0.0001) and Medicaid (P < 0.0001) patients had higher comorbidity burdens than commercial patients when examining ASA Class. Managed care (2.86 vs. 2.72, P = 0.0009) and Medicare patients (2.99 vs. 2.72, P < 0.0001) had more segments fused on average than commercial patients. Medicaid patients had higher rates of prolonged extubation (odds ratio [OR]: 4.99; 95% confidence interval [CI]: 1.13-22.0; P = 0.007), and Medicare patients had higher rates of prolonged length of stay (LOS) (OR: 2.44, 95% CI: 1.13-5.27%, P = 0.004) than the commercial patients. Medicaid patients had higher rates of 30- (OR: 4.12; 95% CI: 1.43-11.93; P = 0.0009) and 90-day (OR: 3.28; 95% CI: 1.34-8.03; P = 0.0009) Emergency Department (ED) visits than the commercial patients, and managed care patients had higher rates of 30-day readmission (OR: 3.41; 95% CI: 1.00-11.57; P = 0.0123). CONCLUSION Medicare and Medicaid patients had higher rates of prolonged LOS and postoperative ED visits, respectively, compared with commercial patients. LEVEL OF EVIDENCE 3.
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Pennington Z, Lubelski D, D’Sa A, Westbroek E, Ahmed AK, Goodwin ML, Witham TF, Bydon A, Theodore N, Sciubba DM. Preoperative Clinical and Radiographic Variables Predict Postoperative C5 Palsy. World Neurosurg 2019; 127:e585-e592. [DOI: 10.1016/j.wneu.2019.03.211] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2019] [Revised: 03/19/2019] [Accepted: 03/20/2019] [Indexed: 10/27/2022]
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Sherrod B, Karsy M, Guan J, Brock AA, Eli IM, Bisson EF, Dailey AT. Spine trauma and spinal cord injury in Utah: a geographic cohort study utilizing the National Inpatient Sample. J Neurosurg Spine 2019; 31:93-102. [PMID: 30925480 DOI: 10.3171/2018.12.spine18964] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Accepted: 12/27/2018] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The objective of this study was to investigate the effect of hospital type and patient transfer during the treatment of patients with vertebral fracture and/or spinal cord injury (SCI). METHODS The National Inpatient Sample (NIS) database was queried to identify patients treated in Utah from 2001 to 2011 for vertebral column fracture and/or SCI (ICD-9-CM codes 805, 806, and 952). Variables related to patient transfer into and out of the index hospital were evaluated in relation to patient disposition, hospital length of stay, mortality, and cost. RESULTS A total of 53,644 patients were seen (mean [± SEM] age 55.3 ± 0.1 years, 46.0% females, 90.2% white), of which 10,620 patients were transferred from another institution rather than directly admitted. Directly admitted (vs transferred) patients showed a greater likelihood of routine disposition (54.4% vs 26.0%) and a lower likelihood of skilled nursing facility disposition (28.2% vs 49.2%) (p < 0.0001). Directly admitted patients also had a significantly shorter length of stay (5.6 ± 6.7 vs 7.8 ± 9.5 days, p < 0.0001) and lower total charges ($26,882 ± $37,348 vs $42,965 ± $52,118, p < 0.0001). A multivariable analysis showed that major operative procedures (hazard ratio [HR] 1.7, 95% confidence interval [CI] 1.4-2.0, p < 0.0001) and SCI (HR 2.1, 95% CI 1.6-2.8, p < 0.0001) were associated with reduced survival whereas patient transfer was associated with better survival rates (HR 0.4, 95% CI 0.3-0.5, p < 0.0001). A multivariable analysis of cost showed that disposition (β = 0.1), length of stay (β = 0.6), and major operative procedure (β = 0.3) (p < 0.0001) affected cost the most. CONCLUSIONS Overall, transferred patients had lower mortality but greater likelihood for poor outcomes, longer length of stay, and higher cost compared with directly admitted patients. These results suggest some significant benefits to transferring patients with acute injury to facilities capable of providing appropriate treatment, but also support the need to further improve coordinated care of transferred patients, including surgical treatment and rehabilitation.
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Cervical Spinal Fusion: 16-Year Trends in Epidemiology, Indications, and In-Hospital Outcomes by Surgical Approach. World Neurosurg 2018; 113:e280-e295. [PMID: 29438790 DOI: 10.1016/j.wneu.2018.02.004] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Revised: 01/31/2018] [Accepted: 02/02/2018] [Indexed: 10/18/2022]
Abstract
BACKGROUND The rate of cervical spinal fusion has been increasing significantly. However, there is a paucity of literature describing trends based on surgical approach using complete population databases. We investigated the approach-based trends in epidemiology, indications, and in-hospital outcomes of cervical spinal fusion. METHODS New York's Statewide Planning and Research Cooperative System database was queried to identify patients who underwent primary subaxial cervical fusion from 1997 to 2012. Demographic and clinical information was obtained. Subgroup analyses were performed based on surgical approach: anterior (A), posterior (P), and circumferential (C). RESULTS A total of 87,045 cervical fusions were included. Over the study period, the population-adjusted annual fusion rate increased from 23.7 to 50.6 per 100,000 population (P < 0.001). A fusion was most common (85.2%), followed by P (12.3%), and C (2.5%). Mean ages were 49.8 ± 11.9, 59.9 ± 15.2, and 55.1 ± 14.5 years (P < 0.001), respectively. Although rates remained steady among younger patients, they increased for older patients. Overall, degenerative conditions were the predominant indications for surgery and increased in rate over time. The mean length of stay was: A, 3.1 ± 10.5; P, 9.1 ± 14.1; and C, 14.1 ± 22.5 days (P < 0.001). Rates of in-hospital complications were A, 3.0%; P, 10.5%; and C, 18.9% (P < 0.001), and mortality was A, 0.3%, P, 1.8%, and C, 2.5% (P < 0.001). CONCLUSIONS The rate of subaxial spinal fusions increased 114% from 1997 to 2012 in New York State. Rates remained stable in younger patients but increased in the older population. Preoperative indications and postoperative courses differed significantly among the various approaches, with patients undergoing anterior fusion having better short-term outcomes.
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