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Sorathia T, Lee JJ, Faraoni D, Lenke LG, Li G, Eisler L. Impact of Preoperative Anemia on Hospital Costs in Children and Adolescents Undergoing Pediatric Spinal Deformity Surgery. Spine J 2025:S1529-9430(25)00207-4. [PMID: 40268145 DOI: 10.1016/j.spinee.2025.04.023] [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: 10/28/2024] [Revised: 03/13/2025] [Accepted: 04/15/2025] [Indexed: 04/25/2025]
Abstract
BACKGROUND CONTEXT Preoperative anemia is associated with the need for red blood cell (RBC) transfusion and extended hospital stays in pediatric patients undergoing spinal deformity surgery. PURPOSE This study sought to identify excess hospital costs associated with preoperative anemia in this population. DESIGN Retrospective review of linked procedure records from prospectively maintained institutional databases. PATIENT SAMPLE Patients aged 2 to 18 years old who underwent posterior spinal fusion surgery at our institution from 2017 to 2023 were identified through procedure-related data collected as part of the National Surgical Quality Improvement Program and Pediatric Health Information Systems databases. OUTCOME MEASURES The primary outcome measure was total hospital costs, as derived from billed services and the hospital's department level costs-to-charge ratios, with RBC transfusion as a mediating outcome. METHODS Linear regression estimated the association between preoperative anemia and increased hospital costs, adjusting for age, sex, American Society of Anesthesiologists physical status classification, number of spinal levels fused, and surgical duration. The unified framework for mediation and interaction identified whether RBC transfusion was a significant mediator of this association. RESULTS Of 672 patients, 10.6% (n = 71) were anemic on preoperative testing. Higher median total hospital costs were seen for those with preoperative anemia than those without ($49,370 vs $41,044; p < 0.001). Linear regression on log-transformed cost data indicated that those with anemia had 18.0% (95% CI: 4.5% - 33.2%; p = 0.008) higher total hospital costs after adjustment for covariates, highlighting 95% confidence in a cost excess of at least $2,448 in anemic patients. RBC transfusion was more common in anemic patients (63.4% vs 46.8%, p = 0.008) and significantly mediated the observed association with costs. CONCLUSIONS Preoperative anemia is independently associated with increased healthcare costs during the surgical treatment of spinal deformity in children, with anemic patients incurring thousands of dollars of additional costs driven in part by those associated with RBC transfusion. Depending on the expense and efficacy of hemoglobin optimization strategies, these findings highlight the potential for a cost-effective intervention to treat preoperative anemia in vulnerable populations.
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Affiliation(s)
- Tanay Sorathia
- Epidemiology, Columbia University Mailman School of Public Health, New York, NY
| | - Jennifer J Lee
- Anesthesiology, Columbia University College of Physicians and Surgeons, New York, NY
| | - David Faraoni
- Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA
| | - Lawrence G Lenke
- Orthopedic Surgery, Columbia University College of Physicians and Surgeons, New York, NY
| | - Guohua Li
- Epidemiology, Columbia University Mailman School of Public Health, New York, NY; Anesthesiology, Columbia University College of Physicians and Surgeons, New York, NY
| | - Lisa Eisler
- Anesthesiology, Columbia University College of Physicians and Surgeons, New York, NY.
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Hoelen TCA, Willems PC, Arts JJ, van Mastrigt G, Evers S. The economic and societal burden associated with adolescent idiopathic scoliosis: A burden-of-disease study protocol. NORTH AMERICAN SPINE SOCIETY JOURNAL 2023; 14:100231. [PMID: 37440982 PMCID: PMC10333714 DOI: 10.1016/j.xnsj.2023.100231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 05/12/2023] [Accepted: 05/12/2023] [Indexed: 07/15/2023]
Abstract
Background Adolescent idiopathic scoliosis (AIS) has an estimated general population prevalence of 2% to 3%. The impact of adolescent idiopathic scoliosis (AIS) on the patients' experienced quality of life and psychological well-being and the resulting societal burden are increasingly recognized. However, there is limited knowledge on the economic burden of AIS. This cross-sectional, prevalence-based, bottom-up approach burden of disease study aims to determine the impact associated with adolescent idiopathic scoliosis in terms of the cost-of-illness and health-related quality of life from a societal perspective in the Netherlands. Methods Persons diagnosed with AIS or parents of a child with AIS that are willing and able to answer the questionnaires will be eligible to participate. Patients will be included consecutively between June until January 2023. Costs and self-perceived health-related quality of life will be estimated using 3 steps: identification, measurement and valuation. To assess the costs associated with AIS the institute for Medical Technology Assessment - Medical Consumption Questionnaire and the institute for Medical Technology Assessment - Productivity Cost Questionnaire will be used. To assess the HRQoL of adult AIS patients the EuroQol 5-dimensions or EuroQol 5-dimensions Youth questionnaire for children under the age of 12 and the Scoliosis Research Society-22 revised questionnaire will be considered. Discussion This is the first study in this field. It will help raise awareness for AIS and wider support for both the patient community and informal care takers among healthcare professionals and policymakers. Major strengths of this study will be the use of mostly validated, standardized questionnaires. Limitations include the cross-sectional and retrospective nature of the study design.
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Affiliation(s)
- Thomáy-Claire Ayala Hoelen
- Department of Orthopedic Surgery and CAPHRI Research School, Maastricht University Medical Center (MUMC+), P.Debyelaan 25, Maastricht, 6202AZ, The Netherlands
| | - Paul C. Willems
- Department of Orthopedic Surgery and CAPHRI Research School, Maastricht University Medical Center (MUMC+), P.Debyelaan 25, Maastricht, 6202AZ, The Netherlands
| | - Jacobus J. Arts
- Department of Orthopedic Surgery and CAPHRI Research School, Maastricht University Medical Center (MUMC+), P.Debyelaan 25, Maastricht, 6202AZ, The Netherlands
| | - Ghislaine van Mastrigt
- Department of Health Services Research, Faculty of Health, Medicine and Life Sciences, CAPHRI, Maastricht University, , Universiteitssingel 40, Maastricht, 6229 ER, The Netherlands
| | - Silvia Evers
- Department of Health Services Research, Faculty of Health, Medicine and Life Sciences, CAPHRI, Maastricht University, , Universiteitssingel 40, Maastricht, 6229 ER, The Netherlands
- Trimbos Institute, Netherlands Institute of Mental Health and Addiction Utrecht, 3521 VS Utrecht, The Netherlands
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Lopez CD, Gazgalis A, Peterson JR, Confino JE, Levine WN, Popkin CA, Lynch TS. Machine Learning Can Accurately Predict Overnight Stay, Readmission, and 30-Day Complications Following Anterior Cruciate Ligament Reconstruction. Arthroscopy 2023; 39:777-786.e5. [PMID: 35817375 DOI: 10.1016/j.arthro.2022.06.032] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 06/20/2022] [Accepted: 06/23/2022] [Indexed: 02/07/2023]
Abstract
PURPOSE This study aimed to develop machine learning (ML) models to predict hospital admission (overnight stay) as well as short-term complications and readmission rates following anterior cruciate ligament reconstruction (ACLR). Furthermore, we sought to compare the ML models with logistic regression models in predicting ACLR outcomes. METHODS The American College of Surgeons National Surgical Quality Improvement Program database was queried for patients who underwent elective ACLR from 2012 to 2018. Artificial neural network ML and logistic regression models were developed to predict overnight stay, 30-day postoperative complications, and ACL-related readmission, and model performance was compared using the area under the receiver operating characteristic curve. Regression analyses were used to identify variables that were significantly associated with the predicted outcomes. RESULTS A total of 21,636 elective ACLR cases met inclusion criteria. Variables associated with hospital admission included White race, obesity, hypertension, and American Society of Anesthesiologists classification 3 and greater, anesthesia other than general, prolonged operative time, and inpatient setting. The incidence of hospital admission (overnight stay) was 10.2%, 30-day complications was 1.3%, and 30-day readmission for ACLR-related causes was 0.9%. Compared with logistic regression models, artificial neural network models reported superior area under the receiver operating characteristic curve values in predicting overnight stay (0.835 vs 0.589), 30-day complications (0.742 vs 0.590), reoperation (0.842 vs 0.601), ACLR-related readmission (0.872 vs 0.606), deep-vein thrombosis (0.804 vs 0.608), and surgical-site infection (0.818 vs 0.596). CONCLUSIONS The ML models developed in this study demonstrate an application of ML in which data from a national surgical patient registry was used to predict hospital admission and 30-day postoperative complications after elective ACLR. ML models developed performed well, outperforming regression models in predicting hospital admission and short-term complications following elective ACLR. ML models performed best when predicting ACLR-related readmissions and reoperations, followed by overnight stay. LEVEL OF EVIDENCE IV, retrospective comparative prognostic trial.
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Affiliation(s)
- Cesar D Lopez
- New York-Presbyterian/Columbia University Irving Medical Center, New York, New York, U.S.A.
| | - Anastasia Gazgalis
- New York-Presbyterian/Columbia University Irving Medical Center, New York, New York, U.S.A
| | - Joel R Peterson
- New York-Presbyterian/Columbia University Irving Medical Center, New York, New York, U.S.A
| | - Jamie E Confino
- New York-Presbyterian/Columbia University Irving Medical Center, New York, New York, U.S.A
| | - William N Levine
- New York-Presbyterian/Columbia University Irving Medical Center, New York, New York, U.S.A
| | - Charles A Popkin
- New York-Presbyterian/Columbia University Irving Medical Center, New York, New York, U.S.A
| | - T Sean Lynch
- New York-Presbyterian/Columbia University Irving Medical Center, New York, New York, U.S.A
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4
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Complications following posterior spinal fusion for adolescent idiopathic scoliosis: a retrospective cohort study using the modified Clavien-Dindo-Sink system. Spine Deform 2022; 10:607-614. [PMID: 35112274 DOI: 10.1007/s43390-021-00468-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Accepted: 12/18/2021] [Indexed: 10/19/2022]
Abstract
PURPOSE Published complication rates after posterior spinal fusion (PSF) for adolescent idiopathic scoliosis (AIS) range from 1 to 22%. Complications are often minor and may be underestimated in registries. This study describes complications of PSF for AIS, classifies them according to a Clavien-Dindo-Sink (CDS) system, and investigates risk factors for occurrence of a complication. METHODS This retrospective cohort study at two academic centers included all AIS patients aged 10-18 who underwent primary PSF 4/2014-12/2019. Data included demographics, comorbidities, curve magnitude, Lenke classification, levels osteotomized/fused, implant density, 90-day emergency department visits, readmissions, reoperations, and complications as defined by Harms Study Group. RESULTS Among 424 patients, mean age was 14.7, mean BMI 22, 77% were female, and 57% had no comorbidities. There were 270 complications (0.64 per patient); 198 patients (47%) had ≥ 1 complication; and 63 patients (15%) had CDS grade ≥ II complications (deviation from standard postoperative course). Complications not related to persistent pain occurred in 103 patients (24%). Ninety-three percent of complications did not require readmission or reoperation (CDS I-II). Within 90 days, 8% presented to an ED, 2% required readmission, and 2% required reoperation. Common complications were back pain > 6 weeks postoperatively (26%), surgical site complications (7%), and ileus/prolonged constipation (3%). Risk factors for experiencing any complication were BMI ≥ 34 (OR 3.44) and Lenke 6 curve (OR 1.95). CONCLUSION One in four AIS patients experiences a complication not related to persistent pain after primary PSF, higher than rates published from self-reported registries. Obesity and Lenke 6 curve may increase risk. While most do not require readmission or surgery, 15% of patients have their postoperative course altered by complications. LEVEL OF EVIDENCE III-retrospective cohort study.
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5
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Temby SE, Palmer GM, Penrose SP, Peachey DM, Johnson MB. Implementation of an enhanced recovery pathway in Australia after posterior spinal fusion for adolescent idiopathic scoliosis delivers improved outcomes. Spine Deform 2021; 9:1371-1377. [PMID: 33822322 DOI: 10.1007/s43390-021-00340-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 03/25/2021] [Indexed: 11/28/2022]
Abstract
PURPOSE Traditionally, spinal surgery for Adolescent Idiopathic Scoliosis (AIS) has seen long hospital length of stay (LOS) and slow mobility progression. Postoperative enhanced recovery pathways (ERP) for this population in North America and Asia have successfully reduced LOS and hospital costs without increasing complications. This study assessed if ERP introduced in an Australian center achieves similar results. METHODS A pre-post intervention study compared a historical AIS cohort having a posterior spinal fusion (PSF) who received conventional care (CC) (2013-2014) with prospectively assessed ERP recipients (2016-2018) separated by 1-year implementation period. Patient characteristics, surgical details, postoperative analgesia, mobilization, LOS and complication outcomes were collected. RESULTS The 32 CC and 61 ERP recipients had similar demographics. ERP recipients had 44% decreased LOS (mean LOS 3.5 ± 0.9 days vs. CC 6.3 ± 0.9 days, p < 0.001) as all ERP milestones were achieved sooner including transition to oral analgesia (MD - 2 days, 95% CI 1.8-2.3), oral intake (MD - 2.3 days, 95% CI 2.0-2.6) and mobilization, with fewer physiotherapy sessions (5.2 vs 8, p < 0.001). Postoperative in-hospital costs were 50.2% less for ERP vs CC (AUD $8234 vs $16,545). Due to small sample size, no differences between the groups were detectable for complications (4.9% vs 6.3%) or readmission (1.6% vs 3.1%). CONCLUSION An ERP for AIS after PSF in this Australian center improved functional recovery reducing LOS and by associated postoperative inpatient costs. Other Australian hospitals should consider an ERP for this population with larger-scale audit to assess impact upon complications. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Sarah E Temby
- Physiotherapy Department, The Royal Children's Hospital, Melbourne, VIC, Australia.
| | - Greta M Palmer
- Department of Anaesthesia and Pain Management Service, The Royal Children's Hospital, Melbourne, VIC, Australia.,Murdoch Children's Research Institute, Melbourne, VIC, Australia.,University of Melbourne, Melbourne, VIC, Australia
| | - Sueann P Penrose
- Department of Anaesthesia and Pain Management Service, The Royal Children's Hospital, Melbourne, VIC, Australia
| | - Donna M Peachey
- Department of Orthopaedics, The Royal Children's Hospital, Melbourne, VIC, Australia
| | - Michael B Johnson
- Department of Orthopaedics, The Royal Children's Hospital, Melbourne, VIC, Australia.,Murdoch Children's Research Institute, Melbourne, VIC, Australia
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Lopez CD, Boddapati V, Schweppe EA, Levine WN, Lehman RA, Lenke LG. Recent Trends in Medicare Utilization and Reimbursement for Orthopaedic Procedures Performed at Ambulatory Surgery Centers. J Bone Joint Surg Am 2021; 103:1383-1391. [PMID: 33780398 DOI: 10.2106/jbjs.20.01105] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND As part of a market-driven response to the increasing costs of hospital-based surgical care, an increasing volume of orthopaedic procedures are being performed in ambulatory surgery centers (ASCs). The purpose of the present study was to identify recent trends in orthopaedic ASC procedure volume, utilization, and reimbursements in the Medicare system between 2012 and 2017. METHODS This cross-sectional, national study tracked annual Medicare claims and payments and aggregated data at the county level. Descriptive statistics and multivariate regression models were used to evaluate trends in procedure volume, utilization rates, and reimbursement rates, and to identify demographic predictors of ASC utilization. RESULTS A total of 1,914,905 orthopaedic procedures were performed at ASCs in the Medicare population between 2012 and 2017, with an 8.8% increase in annual procedure volume and a 10.5% increase in average reimbursements per case. ASC orthopaedic procedure utilization, including utilization across all subspecialties, is strongly associated with metropolitan areas compared with rural areas. In addition, orthopaedic procedure utilization, including for sports and hand procedures, was found to be significantly higher in wealthier counties (measured by average household income) and in counties located in the South. CONCLUSIONS This study demonstrated increasing orthopaedic ASC procedure volume in recent years, driven by increases in hand procedure volume. Medicare reimbursements per case have steadily risen and outpaced the rate of inflation over the study period. However, as orthopaedic practice overhead continues to increase, other Medicare expenditures such as hospital payments and operational and implant costs also must be evaluated. These findings may provide a source of information that can be used by orthopaedic surgeons, policy makers, investors, and other stakeholders to make informed decisions regarding the costs and benefits of the use of ASCs for orthopaedic procedures.
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Affiliation(s)
- Cesar D Lopez
- Department of Orthopaedic Surgery, Columbia University Irving Medical Center, New York, NY
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Lopez CD, Constant M, Anderson MJJ, Confino JE, Heffernan JT, Jobin CM. Using machine learning methods to predict nonhome discharge after elective total shoulder arthroplasty. JSES Int 2021; 5:692-698. [PMID: 34223417 PMCID: PMC8245980 DOI: 10.1016/j.jseint.2021.02.011] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
Background Machine learning has shown potential in accurately predicting outcomes after orthopedic surgery, thereby allowing for improved patient selection, risk stratification, and preoperative planning. This study sought to develop machine learning models to predict nonhome discharge after total shoulder arthroplasty (TSA). Methods The American College of Surgeons National Surgical Quality Improvement Program database was queried for patients who underwent elective TSA from 2012 to 2018. Boosted decision tree and artificial neural networks (ANN) machine learning models were developed to predict non-home discharge and 30-day postoperative complications. Model performance was measured using the area under the receiver operating characteristic curve (AUC) and overall accuracy (%). Multivariate binary logistic regression analyses were used to identify variables that were significantly associated with the predicted outcomes. Results There were 21,544 elective TSA cases identified in the National Surgical Quality Improvement Program registry from 2012 to 2018 that met inclusion criteria. Multivariate logistic regression identified several variables associated with increased risk of nonhome discharge including female sex (odds ratio [OR] = 2.83; 95% confidence interval [CI] = 2.53-3.17; P < .001), age older than 70 years (OR = 3.19; 95% CI = 2.86-3.57; P < .001), American Society of Anesthesiologists classification 3 or greater (OR = 2.70; 95% CI = 2.41-2.03; P < .001), prolonged operative time (OR = 1.38; 95% CI = 1.20-1.58; P < .001), as well as history of diabetes (OR = 1.56; 95% CI = 1.38-1.75; P < .001), chronic obstructive pulmonary disease (OR = 1.71; 95% CI = 1.46-2.01; P < .001), congestive heart failure (OR = 2.65; 95% CI = 1.72-4.01; P < .001), hypertension (OR = 1.35; 95% CI = 1.20-1.52; P = .004), dialysis (OR = 3.58; 95% CI = 2.01-6.39; P = .002), wound infection (OR = 5.67; 95% CI = 3.46-9.29; P < .001), steroid use (OR = 1.43; 95% CI = 1.18-1.74; P = .010), and bleeding disorder (OR = 1.84; 95% CI = 1.45-2.34; P < .001). The boosted decision tree model for predicting nonhome discharge had an AUC of 0.788 and an overall accuracy of 90.3%. The ANN model for predicting nonhome discharge had an AUC of 0.851 and an overall accuracy of 89.9%. For predicting the occurrence of 1 or more postoperative complications, the boosted decision tree model had an AUC of 0.795 and an overall accuracy of 95.5%. The ANN model yielded an AUC of 0.788 and an overall accuracy of 92.5%. Conclusions Both the boosted decision tree and ANN models performed well in predicting nonhome discharge with similar overall accuracy, but the ANN had higher discriminative ability. Based on the findings of this study, machine learning has the potential to accurately predict nonhome discharge after elective TSA. Surgeons can use such tools to guide patient expectations and to improve preoperative discharge planning, with the ultimate goal of decreasing hospital length of stay and improving cost-efficiency.
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Affiliation(s)
- Cesar D Lopez
- New York-Presbyterian/Columbia University Irving Medical Center, New York, NY, USA
| | - Michael Constant
- New York-Presbyterian/Columbia University Irving Medical Center, New York, NY, USA
| | - Matthew J J Anderson
- New York-Presbyterian/Columbia University Irving Medical Center, New York, NY, USA
| | - Jamie E Confino
- New York-Presbyterian/Columbia University Irving Medical Center, New York, NY, USA
| | - John T Heffernan
- New York-Presbyterian/Columbia University Irving Medical Center, New York, NY, USA
| | - Charles M Jobin
- New York-Presbyterian/Columbia University Irving Medical Center, New York, NY, USA
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Polly DW, Larson AN, Samdani AF, Rawlinson W, Brechka H, Porteous A, Marsh W, Ditto R. Cost-Utility Analysis of Anterior Vertebral Body Tethering versus Spinal Fusion in Idiopathic Scoliosis from a US Integrated Healthcare Delivery System Perspective. CLINICOECONOMICS AND OUTCOMES RESEARCH 2021; 13:175-190. [PMID: 33758521 PMCID: PMC7979350 DOI: 10.2147/ceor.s289459] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 02/23/2021] [Indexed: 11/23/2022] Open
Abstract
Purpose Anterior vertebral body tethering (VBT) is a non-fusion, minimally invasive, growth-modulating procedure with some early positive clinical outcomes reported in pediatric patients with idiopathic scoliosis (IS). VBT offers potential health-related quality of life (HRQoL) benefits over spinal fusion in allowing patients to retain a greater range of motion after surgery. We conducted an early cost-utility analysis (CUA) to compare VBT with fusion as a first-choice surgical treatment for skeletally immature patients (age >10 years) with moderate to severe IS, who have failed nonoperative management, from a US integrated healthcare delivery system perspective. Patients and Methods The CUA uses a Markov state transition model, capturing a 15-year period following index surgery. Transition probabilities, including revision risk and subsequent fusion, were based on published surgical outcomes and an ongoing VBT observational study (NCT02897453). Patients were assigned utilities derived from published patient-reported outcomes (PROs; SRS-22r mapped to EQ-5D) following fusion and the above VBT study. Index and revision procedure costs were included. Probabilistic (PSA) and deterministic sensitivity analyses (DSA) were performed. Results VBT was associated with higher costs but also higher quality-adjusted life years (QALYs) than fusion (incremental costs: $45,546; QALYs gained: 0.54). The subsequent incremental cost-effectiveness ratio for VBT vs fusion was $84,391/QALY gained. Mean PSA results were similar to the base case, indicating that results were generally robust to uncertainty. The DSA indicated that results were most sensitive to variations in utility values. Conclusion This is the first CUA comparing VBT with fusion in pediatric patients with IS and suggests that VBT may be a cost-effective alternative to fusion in the US, given recommended willingness-to-pay thresholds ($100,000–$150,000). The results rely on HRQoL benefits for VBT compared with fusion. For improved model accuracy, further analyses with longer-term PROs for VBT, and comparative effectiveness studies, would be needed.
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Affiliation(s)
- David W Polly
- Department of Orthopedic Surgery, University of Minnesota, Minneapolis, MN, USA
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Elsamadicy AA, Freedman IG, Koo AB, David WB, Havlik J, Kundishora AJ, Sciubba DM, Kahle KT, DiLuna M. The Effects of Pulmonary Risk Factors on Hospital Resource Use After Posterior Spinal Fusion for Adolescent Idiopathic Scoliosis Correction. World Neurosurg 2021; 149:e737-e747. [PMID: 33548534 DOI: 10.1016/j.wneu.2021.01.109] [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: 12/07/2020] [Revised: 01/21/2021] [Accepted: 01/22/2021] [Indexed: 11/19/2022]
Abstract
OBJECTIVE The aim of this study was to determine the impact of preoperative pulmonary risk factors (PRFS) on surgical outcomes after posterior spinal fusion (PSF) for adolescent idiopathic scoliosis (AIS). METHODS A retrospective cohort study was performed using the American College of Surgeons National Surgical Quality Improvement Program-Pediatric database from 2016 to 2018. All pediatric patients with AIS undergoing PSF were identified. Patients were then categorized by whether they had recorded baseline PRF or no-PRF. Patient demographics, comorbidities, intraoperative variables, complications, length of stay, discharge disposition, and readmission rate were assessed. RESULTS A total of 4929 patients were identified, of whom 280 (5.7%) had baseline PRF. Compared with the no-PRF cohort, the PRF cohort had higher rates of complications (PRF, 4.3% vs. no-PRF, 2.2%; P = 0.03) and longer hospital stays (PRF, 4.6 ± 4.3 days vs. no-PRF, 3.8 ± 2.3 days; P < 0.001), yet, discharge disposition was similar between cohorts (P = 0.70). Rates of 30-day unplanned readmission were significantly higher in the PRF cohort (PRF, 6.3% vs. no-PRF, 2.7%; P = 0.009), yet, days to readmission (P = 0.76) and rates of 30-day reoperation (P = 0.16) were similar between cohorts. On multivariate analysis, PRF was found to be a significant independent risk factor for longer hospital stays (risk ratio, 0.74; 95% confidence interval, 0.44-1.04; P < 0.001) but not postoperative complication or 30-day unplanned readmission. CONCLUSIONS Our study showed that PRF may be a risk factor for slightly longer hospital stays without higher rates of complication or unplanned readmission for patients with AIS undergoing PSF and thus should not preclude surgical management.
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Affiliation(s)
- Aladine A Elsamadicy
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Isaac G Freedman
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Andrew B Koo
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Wyatt B David
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - John Havlik
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Adam J Kundishora
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Daniel M Sciubba
- Department of Neurosurgery, John Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Kristopher T Kahle
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Michael DiLuna
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA.
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Baron JE, Khazi ZM, Duchman KR, Wolf BR, Westermann RW. Increased Prevalence and Associated Costs of Psychiatric Comorbidities in Patients Undergoing Sports Medicine Operative Procedures. Arthroscopy 2021; 37:686-693.e1. [PMID: 33239183 DOI: 10.1016/j.arthro.2020.10.032] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 10/15/2020] [Accepted: 10/16/2020] [Indexed: 02/02/2023]
Abstract
PURPOSE To evaluate the prevalence of preoperatively diagnosed psychiatric comorbidities and the impact of these comorbidities on the healthcare costs of ten common orthopaedic sports medicine procedures. METHODS Patients undergoing 10 common sports medicine procedures from 2007 to 2017q1 were identified using the Humana claims database. These procedures included anterior cruciate ligament reconstruction; posterior cruciate ligament reconstruction; medial collateral ligament repair/reconstruction; Achilles repair/reconstruction; Rotator cuff repair; meniscectomy/meniscus repair; hip arthroscopy; arthroscopic shoulder labral repair; patellofemoral instability procedures; and shoulder instability repair. Patients were stratified by preoperative diagnoses of depression, anxiety, bipolar disorder, or schizophrenia. Cohorts included patients with ≥1 psychiatric comorbidity (psychiatric) versus those without psychiatric comorbidities (no psychiatric). Differences in costs across groups were compared using Mann-Whitney U tests, with significance defined as P < .05. Linear regression analysis was used to assess rates of procedures per year from 2006 to 2016. RESULTS In total, 226,402 patients (57.7% male) from 2007 to 2017q1 were assessed. The prevalence of ≥1 psychiatric comorbidity within the entire database was 10.31% (reference) versus 21.21% in those patients undergoing the 10 investigated procedures. Patients with psychiatric comorbidity most frequently underwent rotator cuff repair (28%), hip labral repair (26.3%) and meniscectomy/meniscus repair (25.0%%) had ≥1 psychiatric comorbidity. Compared with the no psychiatric cohort, diagnosis of ≥1 psychiatric comorbidity was associated with increased health care costs for all 10 sports medicine procedures ($9678.81 vs $6436.20, P < .0001). CONCLUSIONS The prevalence of preoperatively diagnosed psychiatric comorbidities among patients undergoing orthopaedic sports medicine procedures is high. The presence of psychiatric comorbidities preoperatively was associated with increased postoperative costs following all investigated orthopaedic sports medicine procedures. LEVEL OF EVIDENCE Level III; retrospective comparative study.
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Affiliation(s)
| | - Zain M Khazi
- University of Iowa Hospitals and Clinics, Iowa City, Iowa, U.S.A
| | - Kyle R Duchman
- University of Iowa Hospitals and Clinics, Iowa City, Iowa, U.S.A
| | - Brian R Wolf
- University of Iowa Hospitals and Clinics, Iowa City, Iowa, U.S.A
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Lee NJ, Fields MW, Boddapati V, Cerpa M, Dansby J, Lin JD, Sardar ZM, Lehman R, Lenke L. The risks, reasons, and costs for 30- and 90-day readmissions after fusion surgery for adolescent idiopathic scoliosis. J Neurosurg Spine 2021; 34:245-253. [PMID: 33157526 DOI: 10.3171/2020.6.spine20197] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Accepted: 06/29/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE With the continued evolution of bundled payment plans, there has been a greater focus within orthopedic surgery on quality metrics up to 90 days of care. Although the Centers for Medicare and Medicaid Services does not currently penalize hospitals based on their pediatric readmission rates, it is important to understand the drivers for unplanned readmission to improve the quality of care and reduce costs. METHODS The National Readmission Database provides a nationally representative sample of all discharges from US hospitals and allows follow-up across hospitals up to 1 calendar year. Adolescents (age 10-18 years) who underwent idiopathic scoliosis surgery from 2012 to 2015 were included. Patients were separated into those with and those without readmission within 30 days or between 31 and 90 days. Demographics, operative conditions, hospital factors, and surgical outcomes were compared using the chi-square test and t-test. Independent predictors for readmissions were identified using stepwise multivariate logistic regression. RESULTS A total of 30,677 patients underwent adolescent idiopathic scoliosis surgery from 2012 to 2015. The rates of 30- and 90-day readmissions were 2.9% and 1.4%, respectively. The mean costs associated with the index admission and 30- and 90-day readmissions were $60,680, $23,567, and $16,916, respectively. Common risk factors for readmissions included length of stay > 5 days, obesity, neurological disorders, and chronic use of antiplatelets or anticoagulants. The index admission complications associated with readmissions were unintended durotomy, syndrome of inappropriate antidiuretic hormone, and superior mesenteric artery syndrome. Hospital factors, discharge disposition, and operative conditions appeared to be less important for readmission risk. The top reasons for 30-day and 90-day readmissions were wound infection (34.7%) and implant complications (17.3%), respectively. Readmissions requiring a reoperation were significantly higher for those that occurred between 31 and 90 days after the index readmission. CONCLUSIONS Readmission rates were low for both 30- and 90-day readmissions for adolescent idiopathic scoliosis surgery patients. Nevertheless, readmissions are costly and appear to be associated with potentially modifiable risk factors, although some risk factors remain potentially unavoidable.
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Pennington Z, Cottrill E, Lubelski D, Ehresman J, Lehner K, Groves ML, Sponseller P, Sciubba DM. Clinical utility of enhanced recovery after surgery pathways in pediatric spinal deformity surgery: systematic review of the literature. J Neurosurg Pediatr 2021; 27:225-238. [PMID: 33254141 DOI: 10.3171/2020.7.peds20444] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 07/02/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVES More than 7500 children undergo surgery for scoliosis each year, at an estimated annual cost to the health system of $1.1 billion. There is significant interest among patients, parents, providers, and payors in identifying methods for delivering quality outcomes at lower costs. Enhanced recovery after surgery (ERAS) protocols have been suggested as one possible solution. Here the authors conducted a systematic review of the literature describing the clinical and economic benefits of ERAS protocols in pediatric spinal deformity surgery. METHODS The authors identified all English-language articles on ERAS protocol use in pediatric spinal deformity surgery by using the following databases: PubMed/MEDLINE, Web of Science, Cochrane Reviews, EMBASE, CINAHL, and OVID MEDLINE. Quantitative analyses of comparative articles using random effects were performed for the following clinical outcomes: 1) length of stay (LOS); 2) complication rate; 3) wound infection rate; 4) 30-day readmission rate; 5) reoperation rate; and 6) postoperative pain scores. RESULTS Of 950 articles reviewed, 7 were included in the qualitative analysis and 6 were included in the quantitative analysis. The most frequently cited benefits of ERAS protocols were shorter LOS, earlier urinary catheter removal, and earlier discontinuation of patient-controlled analgesia pumps. Quantitative analyses showed ERAS protocols to be associated with shorter LOS (mean difference -1.12 days; 95% CI -1.51, -0.74; p < 0.001), fewer postoperative complications (OR 0.37; 95% CI 0.20, 0.68; p = 0.001), and lower pain scores on postoperative day (POD) 0 (mean -0.92; 95% CI -1.29, -0.56; p < 0.001) and POD 2 (-0.61; 95% CI -0.75, -0.47; p < 0.001). There were no differences in reoperation rate or POD 1 pain scores. ERAS-treated patients had a trend toward higher 30-day readmission rates and earlier discontinuation of patient-controlled analgesia (both p = 0.06). Insufficient data existed to reach a conclusion about cost differences. CONCLUSIONS The results of this systematic review suggest that ERAS protocols may shorten hospitalizations, reduce postoperative complication rates, and reduce postoperative pain scores in children undergoing scoliosis surgery. Publication biases exist, and therefore larger, prospective, multicenter data are needed to validate these results.
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Affiliation(s)
| | | | | | | | | | | | - Paul Sponseller
- 2Orthopaedic Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
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Lopez CD, Boddapati V, Anderson MJJ, Ahmad CS, Levine WN, Jobin CM. Recent trends in Medicare utilization and surgeon reimbursement for shoulder arthroplasty. J Shoulder Elbow Surg 2021; 30:120-126. [PMID: 32778384 DOI: 10.1016/j.jse.2020.04.030] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2020] [Revised: 04/03/2020] [Accepted: 04/12/2020] [Indexed: 02/01/2023]
Abstract
BACKGROUND Recent efforts to contain health care costs and move toward value-based health care have intensified, with a continued focus on Medicare expenditures, especially for high-volume procedures. As total shoulder arthroplasty (TSA) volume continues to increase, especially within the Medicare population, it is important for orthopedic surgeons to understand recent trends in the allocation of health care expenditures and potential effects on reimbursements. The purpose of this study was to evaluate trends in annual Medicare utilization and provider reimbursement rates for shoulder arthroplasty procedures between 2012 and 2017. METHODS This study tracked annual Medicare claims and payments to shoulder arthroplasty surgeons via publicly available databases and aggregated data at the county level. Descriptive statistics were used to evaluate trends in procedure volume, utilization rate (per 10,000 Medicare beneficiaries), and reimbursement rate. We used adjusted multiple linear regression models to examine associations between county-specific variables (ie, urban or rural, average household income, poverty rate, percentage Medicare population, and race and ethnicity demographics) and procedure volume, utilization rate, and reimbursement rate. RESULTS Between 2012 and 2017, there was an 81.3% increase in primary TSA volume and 55.5% increase in primary TSA utilization. The Midwest and South had higher utilization rates than the Northeast and West (P < .001). TSA utilization rates in metropolitan areas were significantly higher than in rural areas (P < .001). Utilization rates for primary TSA procedures also had a significant negative association with poverty rate (P < .001). Regarding reimbursements, the Medicare payment per TSA case decreased from 2012 to 2017, with overall inflation-adjusted decreases of 7.1% and 11.8% for primary and revision cases, respectively. TSAs performed in metropolitan areas received significantly higher reimbursements per case than TSAs performed in rural areas ($1108.05 and $1066.40, respectively; P = .002). Furthermore, reimbursements per case were on average higher in the Northeast and West than in the South and Midwest (P < .001). CONCLUSIONS Our study confirms that although TSA volume and per capita utilization have increased dramatically since 2012, Medicare Part B reimbursements to surgeons have continued to fall even after the adoption of bundled-payment models for orthopedic procedures. Cost-containment efforts continue to focus on Medicare reimbursements to surgeons, although other expenditures such as hospital payments and operational and implant costs must also be evaluated as part of an overall transition to value-based health care.
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Affiliation(s)
- Cesar D Lopez
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, NY, USA
| | - Venkat Boddapati
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, NY, USA.
| | - Matthew J J Anderson
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, NY, USA
| | - Christopher S Ahmad
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, NY, USA
| | - William N Levine
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, NY, USA
| | - Charles M Jobin
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, NY, USA
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Lopez CD, Boddapati V, Lombardi JM, Lee NJ, Saifi C, Dyrszka MD, Sardar ZM, Lenke LG, Lehman RA. Recent trends in medicare utilization and reimbursement for lumbar spine fusion and discectomy procedures. Spine J 2020; 20:1586-1594. [PMID: 32534133 DOI: 10.1016/j.spinee.2020.05.558] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Revised: 05/29/2020] [Accepted: 05/30/2020] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Understanding the scope of the volume and costs of lumbar fusions and discectomy procedures, as well as identifying significant trends within the Medicare system, may be beneficial in enhancing cost-efficiency and care delivery. However, there is a paucity of studies which analyze recent trends in lumbar fusion volume, utilization, and reimbursements. PURPOSE This study seeks to define the costs of lumbar fusions and discectomy procedures and identify trends and variations in volume, utilization, and surgeon and hospital reimbursement rates in the Medicare system between 2012 and 2017. STUDY DESIGN Retrospective database study. PATIENT SAMPLE Medicare Part A and Part B claims submitted for lumbar spine procedures from 2012 to 2017, as documented in the Centers for Medicare & Medicaid Services Physician and Other Supplier Public Use Files. OUTCOME MEASURES Procedure numbers and payments per episode. METHODS This cross-sectional study tracked annual Medicare claims and payments to spine surgeons using publicly-available databases and aggregated data at the county level. Descriptive statistics and multivariate regression models were used to evaluate trends in procedure volume, utilization rates (per 10,000 Medicare beneficiaries), and reimbursement rates, and to examine associations between county-specific and lumbar spine procedure utilization and reimbursements. RESULTS A total of 772,532 lumbar spine procedures were performed in the Medicare population from 2012 to 2017, including 634,335 lumbar fusion surgeries and 138,197 primary lumbar discectomy and microdiscectomy single-level surgeries. There was a 26.0% increase in annual lumbar fusion procedure volume during the study period, with a compound annual growth rate (CAGR) of 4.7%. Lumbar discectomy/microdiscectomy experienced a 23.5% decrease in annual procedure volume (CAGR, -5.2%). Mean Medicare surgeon reimbursements for lumbar fusions nominally decreased by 3.7% from $767 in 2012 to $738 in 2017, equivalent to an inflation-adjusted decrease of 11.4% (CAGR, -0.7%). Mean Medicare payments for lumbar discectomy and microdiscectomy procedures nominally increased by 16.3% from $517 in 2012 to $601 in 2017, equivalent to an inflation-adjusted increase of 6.9% (CAGR, 3.1%). CONCLUSIONS This present study found the volume and utilization of lumbar fusions have increased since 2012, while lumbar discectomy and microdiscectomy volume and utilization have fallen. Medicare payments to hospitals and surgeons for lumbar fusions have either declined or not kept pace with inflation, and reimbursements for lumbar discectomy and microdiscectomy to hospitals have risen at a disproportionate rate compared to surgeon payments. These trends in Medicare payments, especially seen in decreasing allocation of reimbursements for surgeons, may be the effect of value-based cost reduction measures, especially for high-cost orthopedic and spine surgeries.
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Affiliation(s)
- Cesar D Lopez
- The Spine Hospital, New York-Presbyterian/Columbia University Irving Medical Center, 622 W. 168th St. PH-11, New York, NY 10032, USA
| | - Venkat Boddapati
- The Spine Hospital, New York-Presbyterian/Columbia University Irving Medical Center, 622 W. 168th St. PH-11, New York, NY 10032, USA.
| | - Joseph M Lombardi
- The Spine Hospital, New York-Presbyterian/Columbia University Irving Medical Center, 622 W. 168th St. PH-11, New York, NY 10032, USA
| | - Nathan J Lee
- The Spine Hospital, New York-Presbyterian/Columbia University Irving Medical Center, 622 W. 168th St. PH-11, New York, NY 10032, USA
| | - Comron Saifi
- The Spine Hospital, New York-Presbyterian/Columbia University Irving Medical Center, 622 W. 168th St. PH-11, New York, NY 10032, USA
| | - Marc D Dyrszka
- The Spine Hospital, New York-Presbyterian/Columbia University Irving Medical Center, 622 W. 168th St. PH-11, New York, NY 10032, USA
| | - Zeeshan M Sardar
- The Spine Hospital, New York-Presbyterian/Columbia University Irving Medical Center, 622 W. 168th St. PH-11, New York, NY 10032, USA
| | - Lawrence G Lenke
- The Spine Hospital, New York-Presbyterian/Columbia University Irving Medical Center, 622 W. 168th St. PH-11, New York, NY 10032, USA
| | - Ronald A Lehman
- The Spine Hospital, New York-Presbyterian/Columbia University Irving Medical Center, 622 W. 168th St. PH-11, New York, NY 10032, USA
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Malik AT, Xie J, Retchin SM, Phillips FM, Xu W, Yu E, Khan SN. Primary single-level lumbar microdisectomy/decompression at a free-standing ambulatory surgical center vs a hospital-owned outpatient department-an analysis of 90-day outcomes and costs. Spine J 2020; 20:882-887. [PMID: 32044429 DOI: 10.1016/j.spinee.2020.01.015] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Revised: 01/30/2020] [Accepted: 01/31/2020] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT While free-standing ambulatory surgical centers (ASCs) have been extolled as lower cost settings than hospital outpatient facilities/departments (HOPDs) for performing routine elective spine surgeries, differences in 90-day costs and complications have yet to be compared between the two types of treatment facilities. PURPOSE We carried a comprehensive analysis to report the differences on payments to providers and facilities as a reflection of true costs to patients, employers and health plans for patients undergoing primary, single-level lumbar microdiscectomy/decompression at ASC versus HOPD. STUDY DESIGN Retrospective review of Medicare advantage and commercially insured enrollees from the Humana dataset from 2007 to 2017Q1. OUTCOME MEASURES To understand the differences in 90-day complications, readmissions, emergency department visits and costs for patients undergoing primary, single-level lumbar microdiscectomy/decompressions at an ASC versus HOPD. METHODS The Humana 2007 to 2017Q1 was queried using Current Procedural Terminology codes to identify patients undergoing primary, single-level lumbar microdiscectomy/decompressions. Patients undergoing two-level surgery, open laminectomies, fusions, revision discectomies, and/or deformities were excluded. Service Location codes for HOPD (Location Code 22) and free-standing ASC (Location Code 24) were used to determine surgery treatment facilities. Using propensity scoring, we matched two groups who had surgery performed in ASCs or HOPDs based on age, gender, race, region and Elixhauser comorbidity index. Multivariable logistic regression analyses were performed on matched cohorts to assess for differences in 90-day outcomes between facilities, while controlling for age, gender, race, region, plan, and Elixhauser comorbidity index. RESULTS A total of 1,077 and 10,475 primary single-level decompressions were performed in ASCs and HOPDs, respectively. Following a matching algorithm with propensity scoring, the two cohorts were comprised of 990 patients each. Observed differences in 90-day complication rates were not statistically or clinically significant (ASC=9.1% vs. HOPD=10.3%; p=.362) nor were readmissions (ASC=4.5% vs. HOPD=5.3%; p=.466). On average, performing surgery in an ASC versus HOPD resulted in significant cost savings of over $2,000/case in Medicare Advantage ($5,814 vs. $7,829) and over $3,500/case ($10,116 vs. $13,623) in commercial beneficiaries. CONCLUSION Performing single-level decompression surgeries in an ASC compared with HOPDs was associated with approximately $2,000 to $3,500 cost-savings per case with no statistically significant impact on complication or readmission rates.
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Affiliation(s)
- Azeem Tariq Malik
- Department of Orthopaedics, Wexner Medical Center, The Ohio State University, Columbus, OH
| | - Jack Xie
- Department of Orthopaedics, Wexner Medical Center, The Ohio State University, Columbus, OH
| | - Sheldon M Retchin
- Division of General Internal Medicine, Department of Internal Medicine, College of Medicine, The Ohio State University and Division of Health Services Management and Policy, College of Public Health, The Ohio State University, Columbus, OH
| | - Frank M Phillips
- Midwest Orthopaedics at Rush, Rush University Medical Center, Chicago, IL
| | - Wendy Xu
- Division of General Internal Medicine, Department of Internal Medicine, College of Medicine, The Ohio State University and Division of Health Services Management and Policy, College of Public Health, The Ohio State University, Columbus, OH
| | - Elizabeth Yu
- Department of Orthopaedics, Wexner Medical Center, The Ohio State University, Columbus, OH
| | - Safdar N Khan
- Department of Orthopaedics, Wexner Medical Center, The Ohio State University, Columbus, OH.
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Koo AB, Elsamadicy AA, Kundishora AJ, David WB, Lee M, Hong CS, Lee V, Kahle KT, DiLuna M. Geographic Variation in Outcomes and Costs After Spinal Fusion for Adolescent Idiopathic Scoliosis. World Neurosurg 2020; 136:e347-e354. [DOI: 10.1016/j.wneu.2019.12.175] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Revised: 12/29/2019] [Accepted: 12/30/2019] [Indexed: 10/25/2022]
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Malik AT, Deiparine S, Khan SN, Kim J, Yu E. Costs Associated With a 90-Day Episode of Care After Single-Level Anterior Lumbar Interbody Fusion. World Neurosurg 2020; 135:e716-e722. [DOI: 10.1016/j.wneu.2019.12.117] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Revised: 12/18/2019] [Accepted: 12/19/2019] [Indexed: 12/11/2022]
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