51
|
Farooqi AS, Detchou DKE, Glauser G, Strouz K, McClintock SD, Malhotra NR. Overlapping single-level lumbar fusion and adverse short-term outcomes. J Neurosurg Spine 2021; 35:571-582. [PMID: 34359028 DOI: 10.3171/2020.12.spine201861] [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: 10/17/2020] [Accepted: 12/21/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE There is a paucity of research on the safety of overlapping surgery. The purpose of this study was to evaluate the impact of overlapping surgery on a homogenous population of exactly matched patients undergoing single-level, posterior-only lumbar fusion. METHODS The authors retrospectively analyzed case data of 3799 consecutive adult patients who underwent single-level, posterior-only lumbar fusion during a 6-year period (June 7, 2013, to April 29, 2019) at a multihospital university health system. Outcomes included 30-day emergency department (ED) visit, readmission, reoperation, and morbidity and mortality following surgery. Thereafter, coarsened exact matching was used to match patients with and without overlap on key demographic factors, including American Society of Anesthesiologists (ASA) class, Charlson Comorbidity Index (CCI) score, sex, and body mass index (BMI), among others. Patients were subsequently matched by both demographic data and by the specific surgeon performing the operation. Univariate analysis was carried out on the whole population, the demographically matched cohort, and the surgeon-matched cohort, with significance set at a p value < 0.05. RESULTS There was no significant difference in morbidity or any short-term outcome, including readmission, reoperation, ED evaluation, and mortality. Among the demographically matched cohort and surgeon-matched cohort, there was no significant difference in age, sex, history of prior surgery, ASA class, or CCI score. Overlapping surgery patients in both the demographically matched cohort and the matched cohort limited by surgeon had longer durations of surgery (p < 0.01), but no increased morbidity or mortality was noted. Patients selected for overlap had fewer prior surgeries and lower ASA class and CCI score (p < 0.01). Patients with overlap also had a longer duration of surgery (p < 0.01) but not duration of closure. CONCLUSIONS Exactly matched patients undergoing overlapping single-level lumbar fusion procedures had no increased short-term morbidity or mortality; however, duration of surgery was 20 minutes longer on average for overlapping operations. Further studies should assess long-term patient outcomes and the impact of overlap in this and other surgical procedures.
Collapse
Affiliation(s)
- Ali S Farooqi
- 1Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, and
| | - Donald K E Detchou
- 1Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, and
| | - Gregory Glauser
- 1Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, and
| | - Krista Strouz
- 2McKenna EpiLog Fellowship in Population Health at the University of Pennsylvania, Philadelphia; and
- 3West Chester University, The West Chester Statistical Institute and Department of Mathematics, West Chester, Pennsylvania
| | - Scott D McClintock
- 3West Chester University, The West Chester Statistical Institute and Department of Mathematics, West Chester, Pennsylvania
| | - Neil R Malhotra
- 1Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, and
| |
Collapse
|
52
|
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.
Collapse
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
| |
Collapse
|
53
|
Alomari S, Liu A, Westbroek E, Witham T, Bydon A, Lo SFL. Effect of patient's sex on early perioperative outcomes following anterior cervical discectomy and fusion. J Clin Neurosci 2021; 93:247-252. [PMID: 34656256 DOI: 10.1016/j.jocn.2021.09.015] [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: 05/07/2021] [Accepted: 09/07/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVE Differences in morbidity and mortality measures between males and females have been demonstrated for a variety of spinal surgeries, however, studies of anterior cervical discectomy and fusion (ACDF) are limited. To investigate the impact ofsexon 30-day perioperative outcomes of ACDF. METHODS Retrospective 1:1 propensity score-matched cohort study. Patients who underwent ACDF between 2016 and 2018 were reviewed from the ACS-NSQIP database.Propensity score matchingand subgroup analysis were used. RESULTS 21,180 patients met inclusion criteria. 11,194 patients underwent single-level ACDF and 9986 patients underwent multi-level ACDF. In the single-level group, there were 6168 (55.1%) males and 5026 (44.9%) females. In the multi-level group, there were 5033 (50.4%) males and 4953 (49.6%) females. In both single/multi-level groups, females were more likely to be of older age, be functionally dependent, and have higher BMI and lower preoperative hematocrit level. Males were more likely to be Caucasian, smokers, have myelopathy, diabetes mellitus, hypertension and bleeding disorders. In both single/multi-level groups, except for the higher incidence of urinary tract infection (UTI) in females and myocardial infarction (MI) in males, there were no significant differences in morbidity and mortality between males and females. CONCLUSIONS Several differences in demographics and baseline health status exist between males and females undergoing ACDF. When attempting to control for comorbid conditions, we found that sex by itself is not an independent risk factor for higher perioperative morbidity or mortality in patients undergoing ACDF, except for the higher incidence of UTI in females and MI in males. These results are important findings for clinicians and spine surgeons while counseling patients undergoing this type of procedure.
Collapse
Affiliation(s)
- Safwan Alomari
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Ann Liu
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Erick Westbroek
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Timothy Witham
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Ali Bydon
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Sheng-Fu Larry Lo
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| |
Collapse
|
54
|
Khan IS, Huang E, Maeder-York W, Yen RW, Simmons NE, Ball PA, Ryken TC. Racial Disparities in Outcomes After Spine Surgery: A Systematic Review and Meta-Analysis. World Neurosurg 2021; 157:e232-e244. [PMID: 34634504 DOI: 10.1016/j.wneu.2021.09.140] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 09/29/2021] [Accepted: 09/30/2021] [Indexed: 11/29/2022]
Abstract
OBJECTIVE Racial disparities are a major issue in health care but the overall extent of the issue in spinal surgery outcomes is unclear. We conducted a systematic review/meta-analysis of disparities in outcomes among patients belonging to different racial groups who had undergone surgery for degenerative spine disease. METHODS We searched Ovid MEDLINE, Scopus, Cochrane Review Database, and ClinicalTrials.gov from inception to January 20, 2021 for relevant articles assessing outcomes after spine surgery stratified by race. We included studies that compared outcomes after spine surgery for degenerative disease among different racial groups. RESULTS We found 30 studies that met our inclusion criteria (28 articles and 2 published abstracts). We included data from 20 cohort studies in our meta-analysis (3,501,830 patients), which were assessed to have a high risk of observation/selection bias. Black patients had a 55% higher risk of dying after spine surgery compared with white patients (relative risk [RR], 1.55, 95% confidence interval [CI], 1.28-1.87; I2 = 70%). Similarly, black patients had a longer length of stay (mean difference, 0.93 days; 95% CI, 0.75-1.10; I2 = 73%), and higher risk of nonhome discharge (RR, 1.63; 95% CI, 1.47-1.81; I2 = 89%), and 30-day readmission (RR, 1.45; 95% CI, 1.03-2.04; I2 = 96%). No significant difference was noted in the pooled analyses for complication or reoperation rates. CONCLUSIONS Black patients have a significantly higher risk of unfavorable outcomes after spine surgery compared with white patients. Further work in understanding the reasons for these disparities will help develop strategies to narrow the gap among the racial groups.
Collapse
Affiliation(s)
- Imad S Khan
- Section of Neurosurgery, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire, USA; Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA.
| | - Elijah Huang
- Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA
| | - Walker Maeder-York
- Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA
| | - Renata W Yen
- Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA
| | - Nathan E Simmons
- Section of Neurosurgery, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire, USA
| | - Perry A Ball
- Section of Neurosurgery, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire, USA
| | - Timothy C Ryken
- Section of Neurosurgery, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire, USA
| |
Collapse
|
55
|
Farooqi AS, Borja AJ, Detchou DKE, Glauser G, Shultz K, McClintock SD, Malhotra NR. Postoperative outcomes and the association with overlap before or after the critical step of lumbar fusion. J Neurosurg Spine 2021:1-10. [PMID: 34598156 DOI: 10.3171/2021.5.spine202105] [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: 11/26/2020] [Accepted: 05/03/2021] [Indexed: 11/06/2022]
Abstract
OBJECTIVE This study assesses how degree of overlap, either before or after the critical operative portion, affects lumbar fusion outcomes. METHODS The authors retrospectively studied 3799 consecutive patients undergoing single-level, posterior-only lumbar fusion over 6 years (2013-2019) at a university health system. Outcomes recorded within 30-90 and 0-90 postoperative days included emergency department (ED) visit, readmission, reoperation, overall morbidity, and mortality. Furthermore, morbidity and mortality were recorded for the duration of follow-up. The amount of overlap that occurred before or after the critical portion of surgery was calculated as a percentage of total beginning or end operative time. Subsequent to initial whole-population analysis, coarsened exact-matched cohorts of patients were created with the least and most amounts of either beginning or end overlap. Univariate analysis was performed on both beginning and end overlap exact-matched cohorts, with significance set at p < 0.05. RESULTS Equivalent outcomes were observed when comparing exact-matched patients. Among the whole population, the degree of beginning overlap was correlated with reduced ED visits within 30-90 and 0-90 days (p = 0.007, p = 0.009; respectively), and less 0-90 day morbidity (p = 0.037). Degree of end overlap was correlated with fewer 30-90 day ED visits (p = 0.015). When comparing only patients with overlap, degree of beginning overlap was correlated with fewer 0-90 day reoperations (p = 0.022), and no outcomes were correlated with degree of end overlap. CONCLUSIONS The degree of overlap before or after the critical step of surgery does not lead to worse outcomes after lumbar fusion.
Collapse
Affiliation(s)
- Ali S Farooqi
- 1Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia; and
| | - Austin J Borja
- 1Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia; and
| | - Donald K E Detchou
- 1Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia; and
| | - Gregory Glauser
- 1Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia; and
| | - Kaitlyn Shultz
- 2West Chester University, The West Chester Statistical Institute and Department of Mathematics, West Chester, Pennsylvania
| | - Scott D McClintock
- 2West Chester University, The West Chester Statistical Institute and Department of Mathematics, West Chester, Pennsylvania
| | - Neil R Malhotra
- 1Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia; and
| |
Collapse
|
56
|
Haldar D, Glauser G, Schuster JM, Winter E, Goodrich S, Shultz K, Brem S, McClintock SD, Malhotra NR. Role of Race in Short-Term Outcomes for 1700 Consecutive Patients Undergoing Brain Tumor Resection. J Healthc Qual 2021; 43:284-291. [PMID: 32544138 DOI: 10.1097/jhq.0000000000000267] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Access to medical care seems to be impacted by race. However, the effect of race on outcomes, once care has been established, is poorly understood. PURPOSE This study seeks to assess the influence of race on patient outcomes in a brain tumor surgery population. IMPORTANCE AND RELEVANCE TO HEALTHCARE QUALITY This study offers insights to if or how quality is impacted based on patient race, after care has been established. Knowledge of disparities may serve as a valuable first step toward risk factor mitigation. METHODS Patients differing in race, but matched on other outcomes affecting characteristics, were assessed for differences in outcomes subsequent to brain tumor resection. Coarsened exact matching was used to match 1700 supratentorial brain tumor procedures performed over a 6-year period at a single, multihospital academic medical center. Patient outcomes assessed included unplanned readmission, mortality, emergency department (ED) visits, and unanticipated return to surgery. RESULTS There was no significant difference in readmissions, mortality, ED visits, return to surgery after index admission, or return to surgery within 30 days between the two races. CONCLUSION This study suggests that race does not independently influence postsurgical outcomes but may instead serve as a proxy for other closely related demographics.
Collapse
|
57
|
Balas M, Prömmel P, Nguyen L, Jack A, Lebovic G, Badhiwala JH, Da Costa L, Nathens AB, Fehlings MG, Wilson JR, Witiw CD. The Reality of Accomplishing Surgery Within 24 hours for Complete Cervical Spinal Cord Injury: Clinical Practices and Safety. J Neurotrauma 2021; 38:3011-3019. [PMID: 34382411 DOI: 10.1089/neu.2021.0177] [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] [Indexed: 11/13/2022] Open
Abstract
Substantial clinical data supports an association between superior neurological outcomes and early (within 24 hours) surgical decompression for those with traumatic cervical spinal cord injury (SCI). Despite this, much discussion persists around feasibility and safety of this time threshold, particularly for those with a complete cervical SCI. This study aims to assess clinical practices and the safety profile of early surgery across a large sample of North American trauma centers. Data was derived from the Trauma Quality Improvement Program database from 2010-2016. Adult patients with a complete cervical SCI (ASIA A) who underwent surgery were included. Patients were stratified into those receiving surgery at or before 24 hours and those receiving delayed intervention. Risk-adjusted variability in surgical timing across trauma centers was investigated using mixed-effects regression. In-hospital adverse events including mortality, major complications, and immobility-related complications were compared between groups after propensity score matching. 2,862 patients from 353 North American trauma centers were included. 1,760 (61.5%) underwent surgery within 24 hours. Case-mix and hospital-level characteristics explained only 6% of the variability in surgical timing both between-centers and within-centers. No significant differences in adverse events were identified between groups. These findings suggest a relatively large proportion of patients are not receiving surgery within the recommended timeframe, despite apparent safety. Moreover, patient and hospital-level characteristics explain little of the variability in time-to-surgery. Further knowledge translation is needed to increase the proportion of patients in whom surgery is performed before the 24-hour threshold so patients might reach their greatest potential for neurologic recovery.
Collapse
Affiliation(s)
- Michael Balas
- University of Toronto, 7938, Division of Neurosurgery, Department of Surgery, 27 King's College Cirle, Toronto, Ontario, Canada, M5S;
| | - Peter Prömmel
- University of Toronto, 7938, Division of Neurosurgery, Department of Surgery, Toronto, Ontario, Canada.,Kantonsspital St Gallen, 30883, Department of Neurosurgery, Sankt Gallen, SG, Switzerland;
| | - Laura Nguyen
- University of Ottawa, 6363, School of Medicine, Ottawa, Ontario, Canada;
| | - Andrew Jack
- University of California San Francisco, 8785, Neurological Surgery, 400 Parnassus Ave, San Francisco, California, United States, 94143;
| | - Gerald Lebovic
- St Michael's Hospital Li Ka Shing Knowledge Institute, 518773, Toronto, Ontario, Canada.,University of Toronto Institute of Health Policy Management and Evaluation, 206712, Toronto, Ontario, Canada;
| | - Jetan H Badhiwala
- University of Toronto, 7938, Division of Neurosurgery, Department of Surgery, Toronto, Ontario, Canada;
| | - Leodante Da Costa
- University of Toronto, 7938, Division of Neurosurgery, Department of Surgery, Toronto, Ontario, Canada.,Sunnybrook Health Sciences Centre, 71545, Sunnybrook Research Institute, Toronto, Ontario, Canada;
| | - Avery B Nathens
- Sunnybrook Health Sciences Centre, 71545, Sunnybrook Research Institute, Toronto, Ontario, Canada.,University of Toronto, 7938, Division of General Surgery, Department of Surgery, Toronto, Ontario, Canada.,American College of Surgeons, 2417, Medical Director, Trauma Quality Improvement Program, Chicago, Illinois, United States;
| | - Michael G Fehlings
- University of Toronto, 7938, Division of Neurosurgery, Department of Surgery, Toronto, Ontario, Canada.,Toronto Western Hospital, 26625, Spine Program, Krembil Brain Institute, Toronto, Ontario, Canada;
| | - Jefferson R Wilson
- St Michael's Hospital, 10071, Division of Neurosurgery, Toronto, Ontario, Canada.,St Michael's Hospital, 10071, Li Ka Shing Knowledge Institute, Toronto, Ontario, Canada.,University of Toronto, 7938, Institute of Health Policy Management and Evaluation, Toronto, Ontario, Canada;
| | - Christopher D Witiw
- University of Toronto, 7938, Division of Neurosurgery, Department of Surgery, Toronto, Ontario, Canada.,St Michael's Hospital, 10071, Li Ka Shing Knowledge Institute, Toronto, Ontario, Canada.,University of Toronto, 7938, Institute of Health Policy Management and Evaluation, Toronto, Ontario, Canada;
| |
Collapse
|
58
|
Reporting and Analyzing Race and Ethnicity in Orthopaedic Clinical Trials: A Systematic Review. JOURNAL OF THE AMERICAN ACADEMY OF ORTHOPAEDIC SURGEONS GLOBAL RESEARCH AND REVIEWS 2021; 5:01979360-202105000-00016. [PMID: 34019498 PMCID: PMC8143759 DOI: 10.5435/jaaosglobal-d-21-00027] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 04/04/2021] [Indexed: 11/18/2022]
Abstract
BACKGROUND The distinction between race and ethnicity should be carefully understood and described for demographic data collection. Racial healthcare differences have been observed across many orthopaedic subspecialties. However, the frequency of reporting and analyzing race and ethnicity in orthopaedic clinical trials has not been determined. Therefore, the primary purpose of this systematic review was to determine how frequently race and ethnicity are reported and analyzed in orthopaedic clinical trials. METHODS The top 10 journals by impact factor in the field of orthopaedics were manually screened from 2015 to 2019. All randomized controlled trials related to orthopaedics and assessing clinical outcomes were included. Eligible studies were evaluated for bias using the Cochrane risk-of-bias tool and for whether the trial reported and analyzed several demographics, including age, sex, height, weight, race, and ethnicity. The frequency of reporting and analyzing by each demographic was accessed. In addition, comparisons of reporting and analyzing race/ethnicity were made based on orthopaedic subspecialty and journal of publication. RESULTS A total of 15,488 publications were screened and 482 met inclusion criteria. Of these 482 trials, 460 (95.4%) reported age and 456 (94.6%) reported sex, whereas 35 (7.3%) reported race and 15 (3.1%) reported ethnicity for the randomized groups; 79 studies (16.4%) analyzed age and 72 studies (14.9%) analyzed sex, whereas 6 studies (1.2%) analyzed race and 1 study (0.2%) analyzed ethnicity. The orthopaedic subspecialty of spine was found to report race (23.5%) and ethnicity (17.6%) more frequently than all the other subspecialties, whereas sports medicine reported race and/or ethnicity in only 3 of 150 trials (2.0%). CONCLUSIONS Race and ethnicity are not frequently reported or analyzed in orthopaedic randomized controlled trials. Social context, personal challenges, and economic challenges should be considered while analyzing the effect of race and ethnicity on outcomes.
Collapse
|
59
|
Reyes AM, Katz JN, Schoenfeld AJ, Kang JD, Losina E, Chang Y. National utilization and inpatient safety measures of lumbar spinal fusion methods by race/ethnicity. Spine J 2021; 21:785-794. [PMID: 33227551 PMCID: PMC8113062 DOI: 10.1016/j.spinee.2020.11.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 10/07/2020] [Accepted: 11/09/2020] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Degenerative lumbar conditions are prevalent, disabling, and frequently managed with decompression and fusion. Black patients have lower spinal fusion rates than White patients. PURPOSE Determine whether specific lumbar fusion procedure utilization differs by race/ethnicity and whether length of stay (LOS) or inpatient complications differ by race/ethnicity after accounting for procedure performed. STUDY DESIGN Large database retrospective cohort study PATIENT SAMPLE: Lumbar fusion recipients at least age 50 in the 2016 National Inpatient Sample with diagnoses of degenerative lumbar conditions. OUTCOME MEASURES Type of fusion procedure used and inpatient safety measures including LOS, prolonged LOS, inpatient medical and surgical complications, mortality, and cost. METHODS We examined the association between race/ethnicity and the safety measures above. Covariates included several patient and hospital factors. We used multiple linear or logistic regression to determine the association between race and fusion type (PLF, P/TLIF, ALIF, PLF + P/TLIF, and PLF + ALIF [anterior-posterior fusion]) and to determine whether race was associated independently with inpatient safety measures, after adjustment for patient and hospital factors. RESULTS Fusion method use did not differ among racial/ethnic groups, except for somewhat lower anterior-posterior fusion utilization in Black patients compared to White patients (crude odds ratio [OR]: 0.81 [0.67-0.97]). Inpatient safety measures differed by race/ethnicity for rates of prolonged LOS (Blacks 18.1%, Hispanics 14.5%, and Whites 11.7%), medical complications (Blacks 9.9%, Hispanics 8.7%, and Whites 7.7%), and surgical complications (Blacks 5.2%, Hispanics 6.9%, and Whites 5.4%). Differences persisted after adjustment for procedure type as well as patient and hospital factors. Blacks and Hispanics had higher risk for prolonged LOS compared to Whites (adjusted OR Blacks 1.39 [95% confidence interval {CI} 1.22-1.59]; Hispanics 1.24 [95% CI 1.02-1.52]). Blacks had higher risk for inpatient medical complications compared to Whites (adjusted OR 1.24 [95% CI 1.05-1.48]), and Hispanics had higher risk for inpatient surgical complications compared to Whites (adjusted OR 1.34 [95% CI 1.06-1.68]). CONCLUSIONS Fusion method use was generally similar between racial/ethnic groups. Inpatient safety measures, adjusted for procedure type, patient and hospital factors, were worse for Blacks and Hispanics.
Collapse
Affiliation(s)
- Angel M Reyes
- Orthopaedic and Arthritis Center for Outcomes Research, Department of Orthopaedic Surgery, Brigham and Women's Hospital, 60 Fenwood Rd, Boston, MA 02115 USA; Harvard Medical School, 25 Shattuck St, Boston, MA 02115 USA.
| | - Jeffrey N Katz
- Orthopaedic and Arthritis Center for Outcomes Research, Department of Orthopaedic Surgery, Brigham and Women's Hospital, 60 Fenwood Rd, Boston, MA 02115 USA; Harvard Medical School, 25 Shattuck St, Boston, MA 02115 USA; Division of Rheumatology, Section of Clinical Sciences, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Rd, Boston, MA 02115 USA; Departments of Epidemiology and Environmental Health, Harvard T.H. Chan School of Public Health, 677 Huntingon Ave, Boston, MA 02115 USA; Department of Orthopaedic Surgery, Brigham and Women's Hospital, 75 Francis St, Boston, MA 02115 USA
| | - Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, 75 Francis St, Boston, MA 02115 USA
| | - James D Kang
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, 75 Francis St, Boston, MA 02115 USA
| | - Elena Losina
- Orthopaedic and Arthritis Center for Outcomes Research, Department of Orthopaedic Surgery, Brigham and Women's Hospital, 60 Fenwood Rd, Boston, MA 02115 USA; Harvard Medical School, 25 Shattuck St, Boston, MA 02115 USA; Division of Rheumatology, Section of Clinical Sciences, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Rd, Boston, MA 02115 USA; Department of Orthopaedic Surgery, Brigham and Women's Hospital, 75 Francis St, Boston, MA 02115 USA; Department of Biostatistics, Boston University School of Public Health, 801 Massachusetts Ave 3rd floor, Boston, MA 02118 USA
| | - Yuchiao Chang
- Harvard Medical School, 25 Shattuck St, Boston, MA 02115 USA; Division of General Medicine, Massachusetts General Hospital, 50 Staniford St, 9th floor, Boston, MA 02114 USA
| |
Collapse
|
60
|
Reid TD, Shrestha R, Stone L, Gallaher J, Charles AG, Strassle PD. Socioeconomic disparities in ostomy reversal among older adults with diverticulitis are more substantial among non-Hispanic Black patients. Surgery 2021; 170:1039-1046. [PMID: 33933283 DOI: 10.1016/j.surg.2021.03.050] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2020] [Revised: 03/01/2021] [Accepted: 03/22/2021] [Indexed: 01/19/2023]
Abstract
BACKGROUND While ostomies for diverticulitis are often intended to be temporary, ostomy reversal rates can be as low as 46%. There are few comprehensive studies evaluating the effects of socioeconomic status as a disparity in ostomy reversal. We hypothesized that among the elderly Medicare population undergoing partial colectomy for diverticulitis, lower socioeconomic status would be associated with reduced reversal rates. METHODS Retrospective cohort study using a 20% representative sample of Medicare beneficiaries >65 years old with diverticulitis who received ostomies between January 1, 2010, to December 31, 2017. We evaluated the effect of neighborhood socioeconomic status, measured by the Social Deprivation Index, on ostomy reversal within 1 year. Secondary outcomes were complications and mortality. RESULTS Of 10,572 patients, ostomy reversals ranged from 21.2% (low socioeconomic status) to 29.8% (highest socioeconomic status), with a shorter time to reversal among higher socioeconomic status groups. Patients with low socioeconomic status were less likely to have their ostomies reversed, compared with the highest socioeconomic status group (hazard ratio 0.83, 95% confidence interval 0.74-0.93) and were more likely to die (hazard ratio 1.21, 95% confidence interval 1.10-1.33). When stratified by race/ethnicity and socioeconomic status, non-Hispanic White patients at every socioeconomic status had a higher reversal rate than non-Hispanic Black patients (White patients 32.0%-24.8% vs Black patients 19.6%-14.7%). Socioeconomic status appeared to have a higher relative impact among non-Hispanic Black patients. CONCLUSION Among Medicare diverticulitis patients, ostomy reversal rates are low. Patients with lower socioeconomic status are less likely to undergo stoma reversal and are more likely to die; Black patients are least likely to have an ostomy reversal.
Collapse
Affiliation(s)
- Trista D Reid
- The University of North Carolina-Chapel Hill, Department of Surgery, Chapel Hill, NC.
| | - Riju Shrestha
- The University of North Carolina-Chapel Hill, Gillings School of Global Public Health, Chapel Hill, NC
| | - Lucas Stone
- The University of North Carolina-Chapel Hill, Department of Surgery, Chapel Hill, NC
| | - Jared Gallaher
- The University of North Carolina-Chapel Hill, Department of Surgery, Chapel Hill, NC
| | - Anthony G Charles
- The University of North Carolina-Chapel Hill, Department of Surgery, Chapel Hill, NC
| | - Paula D Strassle
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health
| |
Collapse
|
61
|
Farooqi A, Dimentberg R, Glauser G, Shultz K, McClintock SD, Malhotra NR. The impact of gender on long-term outcomes following supratentorial brain tumor resection. Br J Neurosurg 2021; 36:228-235. [PMID: 33792446 DOI: 10.1080/02688697.2021.1907307] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
PURPOSE Gender is a known social determinant of health which has been linked disparities in medical care. This study intends to assess the impact of gender on 90-day and long-term morbidity and mortality outcomes following supratentorial brain tumor resection in a coarsened-exact matched population. MATERIALS AND METHODS A total of 1970 consecutive patients at a single, university-wide health system undergoing supratentorial brain tumor resection over a six-year period (09 June 2013 to 26 April 2019) were analyzed retrospectively. Coarsened Exact Matching was employed to match patients on key demographic factors including history of prior surgery, smoking status, median household income, American Society of Anesthesiologists (ASA) grade, and Charlson Comorbidity Index (CCI), amongst others. Primary outcomes assessed included readmission, ED visit, unplanned reoperation, and mortality within 90 days of surgery. Long-term outcomes such as mortality and unplanned return to surgery during the entire follow-up period were also recorded. RESULTS Whole-population regression demonstrated significantly increased mortality throughout the entire follow-up period for the male cohort (p = 0.004, OR = 1.32, 95% CI = 1.09 - 1.59); however, no significant difference was found after coarsened exact matching was performed (p = 0.08). In both the whole-population regression and matched-cohort analysis, no significant difference was observed between gender and readmission, ED visit, unplanned reoperation, or mortality in the 90-day post-operative window, in addition to return to surgery after throughout the entire follow-up period. CONCLUSION After controlling for confounding variables, female birth gender did not significantly predict any difference in morbidity and mortality outcomes following supratentorial brain tumor resection. Difference between mortality outcomes in the pre-matched population versus the matched cohort suggests the need to better manage the underlying health conditions of male patients in order to prevent future disparities.
Collapse
Affiliation(s)
- Ali Farooqi
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ryan Dimentberg
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Gregory Glauser
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kaitlyn Shultz
- McKenna EpiLog Fellowship in Population Health at the University of Pennsylvania, Philadelphia, PA, USA
| | - Scott D McClintock
- The West Chester Statistical Institute and Department of Mathematics, West Chester University, West Chester, PA, USA
| | - Neil R Malhotra
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
62
|
Farooqi AS, Borja AJ, Detchou DKE, Glauser G, Strouz K, McClintock SD, Malhotra NR. Duration of overlap during lumbar fusion does not predict outcomes. Clin Neurol Neurosurg 2021; 205:106610. [PMID: 33845404 DOI: 10.1016/j.clineuro.2021.106610] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Accepted: 03/19/2021] [Indexed: 11/15/2022]
Abstract
INTRODUCTION The relationship between degree of surgical overlap and adverse postoperative outcomes remains poorly defined. This study aims to evaluate the impact of increasing duration of overlap on lumbar fusion outcomes. PATIENTS AND METHODS 1302 adult patients undergoing overlapping surgery during single-level, posterior-only lumbar fusion at a multi-hospital, university health system were retrospectively assessed. Amount of overlap was calculated as a percentage of total overlap time. Patients were separated into groups with the most (top 10% of patients) and least amounts of overlap (bottom 40% of patients). Using Coarsened Exact Matching, patients with the most and least amounts of overlap were matched on demographics alone, then on both demographics and attending surgeon. Univariate analysis was performed for the whole population and both matched cohorts to compare amount of overlap to risk of adverse postsurgical events. Significance for all analyses was p-value < 0.05. RESULTS Duration of overlap was not associated with outcomes in the whole population, demographic-matched, or surgeon-matched analyses. Before exact matching, patients with the most amount of overlap had a significantly higher CCI score (p = 0.031) and shorter length of surgery (p = 0.006). In the demographic matched cohort, patients with increased overlap had a significantly shorter length of surgery (p = 0.001) only. In the surgeon matched cohort, there were no differences in length of surgery or CCI score. CONCLUSIONS Duration of surgical overlap does not predict adverse outcomes following lumbar fusion. These results suggest that overlapping surgery is a safe practice within this common neurosurgical indication.
Collapse
Affiliation(s)
- Ali S Farooqi
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Austin J Borja
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Donald K E Detchou
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Gregory Glauser
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Krista Strouz
- McKenna EpiLog Fellowship in Population Health at the University of Pennsylvania, Philadelphia, PA, USA; West Chester University, The West Chester Statistical Institute and Department of Mathematics, West Chester, PA, USA
| | - Scott D McClintock
- West Chester University, The West Chester Statistical Institute and Department of Mathematics, West Chester, PA, USA
| | - Neil R Malhotra
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.
| |
Collapse
|
63
|
Farooqi AS, Detchou DK, Glauser G, Strouz K, McClintock SD, Malhotra NR. Patients undergoing overlapping posterior single-level lumbar fusion are not at greater risk for adverse 90-day outcomes. Clin Neurol Neurosurg 2021; 203:106584. [PMID: 33684676 DOI: 10.1016/j.clineuro.2021.106584] [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: 01/13/2021] [Revised: 02/16/2021] [Accepted: 02/27/2021] [Indexed: 10/22/2022]
Abstract
OBJECTIVE This study evaluated overlapping surgery on long-term outcomes following elective, single-level lumbar fusion on exact matched patients undergoing surgery with or without overlap. PATIENTS AND METHODS 3799 consecutive adult patients undergoing single-level, posterior-only lumbar fusion over a six-year period at a multi-hospital university health system were retrospectively followed. Reported outcomes included reoperation, emergency department (ED) visit, readmission, overall morbidity and mortality in the 90 days following surgery. Coarsened Exact Matching was used to match patients with and without overlap on key demographic factors. Patients were subsequently matched by both demographic data and by the attending surgeon performing the operation. Univariate analysis was carried out on the whole population, the demographic matched cohort, and demographic and surgeon matched cohort, with significance set at a p-value < 0.05. RESULTS Patients with overlap had a longer duration of surgery and were less likely to have an ED visit within 90 days of surgery (p < 0.03) but had no other significant differences. Within the demographic matched cohort and demographic/surgeon matched cohort, there was no significant difference in age, gender, history of prior surgery, ASA score, or CCI score, but patients with overlap had a longer duration of surgery (p < 0.01). Patients did not have significant differences with respect to any morbidity or mortality outcome in either the demographic or surgeon matched cohort. CONCLUSIONS Patients undergoing overlapping, single-level lumbar fusion were not at greater risk of long-term morbidity or mortality, despite having a significantly longer duration of surgery.
Collapse
Affiliation(s)
- Ali S Farooqi
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
| | - Donald K Detchou
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
| | - Gregory Glauser
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
| | - Krista Strouz
- McKenna EpiLog Fellowship in Population Health at the University of Pennsylvania, Philadelphia, PA, United States; West Chester University, The West Chester Statistical Institute and Department of Mathematics, West Chester, PA, United States
| | - Scott D McClintock
- West Chester University, The West Chester Statistical Institute and Department of Mathematics, West Chester, PA, United States
| | - Neil R Malhotra
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States.
| |
Collapse
|
64
|
Zelle BA, Johnson TR, Ryan JC, Martin CW, Cabot JH, Griffin LP, Bullock TS, Ahmad F, Brady CI, Shah K. Fate of the Uninsured Ankle Fracture: Significant Delays in Treatment Result in an Increased Risk of Surgical Site Infection. J Orthop Trauma 2021; 35:154-159. [PMID: 32947353 DOI: 10.1097/bot.0000000000001907] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/24/2020] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To examine the impact of insurance status on access to orthopaedic care and incidence of surgical site complications in patients with closed unstable ankle fractures. DESIGN Retrospective chart review. SETTING Certified Level-1 urban trauma center and county facility. PARTICIPANTS Four hundred eighty-nine patients with closed unstable ankle fractures undergoing open reduction and internal fixation between 2014 and 2016. INTERVENTION Open reduction and internal fixation of unstable ankle fracture. MAIN OUTCOME MEASURES Time from injury to presentation, time from injury to surgery, rate of surgical site infections, and loss to follow-up. RESULTS A total of 489 patients (70.5% uninsured vs. 29.5% insured) were enrolled. Uninsured patients were more likely to be present to an outside hospital first (P = 0.004). Time from injury to presentation at our hospital was significantly longer in uninsured patients (4.5 ± 7.6 days vs. 2.3 ± 5.5 days, P < 0.001). Time from injury to surgery was significantly longer in uninsured patient (9.4 ± 8.5 days vs. 7.3 ± 9.1 days, P < 0.001). Uninsured patients were more likely to be lost to postoperative follow-up care (P = 0.002). A logistic regression analysis demonstrated that delayed surgical timing was directly associated with an increased risk of postoperative surgical site infection (P = 0.002). CONCLUSIONS Uninsured patients with ankle fractures requiring surgery experience significant barriers regarding access to health care. Delay of surgical management significantly increases the risk of surgical site infections in closed unstable ankle fractures. LEVEL OF EVIDENCE Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.
Collapse
Affiliation(s)
- Boris A Zelle
- Department of Orthopaedics, UT Health San Antonio, San Antonio, TX; and
| | - Taylor R Johnson
- Department of Orthopaedics, UT Health San Antonio, San Antonio, TX; and
| | - James C Ryan
- Department of Orthopaedics, UT Health San Antonio, San Antonio, TX; and
| | - Case W Martin
- Department of Orthopaedics, UT Health San Antonio, San Antonio, TX; and
| | - John H Cabot
- Department of Orthopaedics, UT Health San Antonio, San Antonio, TX; and
| | - Leah P Griffin
- Medical Solutions Division, 3M Health Care, San Antonio, TX
| | - Travis S Bullock
- Department of Orthopaedics, UT Health San Antonio, San Antonio, TX; and
| | - Farhan Ahmad
- Department of Orthopaedics, UT Health San Antonio, San Antonio, TX; and
| | - Christina I Brady
- Department of Orthopaedics, UT Health San Antonio, San Antonio, TX; and
| | - Kush Shah
- Department of Orthopaedics, UT Health San Antonio, San Antonio, TX; and
| |
Collapse
|
65
|
Goh GS, Yue WM, Guo CM, Tan SB, Chen JLT. Comparative Demographics and Outcomes of Minimally Invasive Transforaminal Lumbar Interbody Fusion in Chinese, Malays, and Indians. Clin Spine Surg 2021; 34:66-72. [PMID: 33633059 DOI: 10.1097/bsd.0000000000001020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 04/29/2020] [Indexed: 11/26/2022]
Abstract
STUDY DESIGN This study carried out a retrospective review of prospectively collected registry data. OBJECTIVE This study aimed to determine whether (1) utilization rates; (2) demographics and preoperative statuses; and (3) clinical outcomes differ among Chinese, Malays, and Indians undergoing minimally invasive transforaminal lumbar interbody fusion (MIS-TLIF). SUMMARY OF BACKGROUND DATA There is a marked racial disparity in spine surgery outcomes between white and African American patients. Comparative studies of ethnicity have mostly been carried out in American populations, with an underrepresentation of Asian ethnic groups. It is unclear whether these disparities exist among Chinese, Malays, and Indians. METHODS A prospectively maintained registry was reviewed for 753 patients who underwent primary MIS-TLIF for degenerative spondylolisthesis between 2006 and 2013. The cohort was stratified by race. Comparisons of demographics, functional outcomes, and patient satisfaction were performed preoperatively and 1 month, 3 months, 6 months, and 2 years postoperatively. RESULTS Compared with population statistics, there was an overrepresentation of Chinese (6.6%) and an underrepresentation of Malays (5.0%) and Indians (3.5%) who underwent MIS-TLIF. Malays and Indians were younger and had higher body mass index at the time of surgery compared with Chinese. After adjusting for age, sex, and body mass index, Malays had significantly worse back pain and Indians had poorer Short-Form 36 Physical Component Summary compared with Chinese preoperatively. Chinese also had a better preoperative Oswestry Disability Index compared with the other races. Although significant differences remained at 1 month, there was no difference in outcomes up to 2 years postoperatively, except for a lower Physical Component Summary in Indians compared with Chinese at 2 years. The rate of minimal clinically important difference attainment, satisfaction, and expectation fulfillment was also comparable. At 2 years, 87.0% of Chinese, 76.9% of Malays, and 91.7% of Indians were satisfied. CONCLUSION The variations in demographics, preoperative statuses, and postoperative outcomes between races should be considered when interpreting outcome studies of lumbar spine surgery in Asian populations. LEVEL OF EVIDENCE Level III-nonrandomized cohort study.
Collapse
Affiliation(s)
- Graham S Goh
- Department of Orthopedic Surgery, Singapore General Hospital
| | | | - Chang-Ming Guo
- Department of Orthopedic Surgery, Singapore General Hospital
| | - Seang-Beng Tan
- Orthopaedic and Spine Clinic, Mount Elizabeth Medical Centre, Singapore, Singapore
| | | |
Collapse
|
66
|
Olson M, Pandya N. Public Insurance Status Negatively Affects Access to Care in Pediatric Patients With Meniscal Injury. Orthop J Sports Med 2021; 9:2325967120979989. [PMID: 33553460 PMCID: PMC7841673 DOI: 10.1177/2325967120979989] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 07/31/2020] [Indexed: 12/29/2022] Open
Abstract
Background: Non- and underinsured individuals experience poor access to care and treatment delays. Meniscal injury is a common reason for surgical intervention in the pediatric population, and delays in care can lead to progression of the tear and other associated problems. Purpose: To investigate the impact of insurance status on access to care and severity of meniscal injury in the pediatric population. Study Design: Cohort study; Level of evidence, 3. Methods: Enrolled in this study were 49 patients receiving care for a meniscal injury between 2016 and 2018 from a safety-net medical system that does not prioritize patients based on insurance status. The patients were stratified into those publicly insured and those privately insured. Access to care was measured as wait time to various points of care: initial injury to clinic, injury to magnetic resonance imaging (MRI), injury to surgery, clinic to MRI, clinic to surgery, and MRI to surgery. The severity of the meniscal tear was measured by findings at the time of arthroscopy, including the type of tear identified, surgery performed, and cartilage injury. Results: Publicly insured patients waited a mean 230 days longer (347 vs 117 days; P < .01) to undergo surgery after injury compared with privately insured patients. The mean wait times in all categories except time from MRI to surgery were significantly longer for publicly insured patients, including injury to clinic (212 vs 73 days; P < .01), injury to MRI (260 vs 28 days; P < .001), injury to surgery (347 vs 117 days; P < .01), clinic to MRI (36 vs 3.9 days; P < .001), and clinic to surgery (136 vs 44 days; P < .01). Neither increased wait times nor insurance status were associated with greater surgical repair rate, severe tear type, or cartilage injury. Conclusion: Publicly insured pediatric patients waited significantly longer for a diagnosis of meniscal tear compared with privately insured patients, even in a safety-net setting. These delays were not associated with greater tear severity or cartilage changes. Providers in all models of care should recognize that insurance status and the socioeconomic factors it represents prevent publicly insured patients from timely diagnostic points of care and strive to minimize the resulting delayed return to normal activity as well as the potential long-term clinical effects thereof.
Collapse
Affiliation(s)
- Mara Olson
- University of California, San Francisco, San Francisco, California, USA
| | - Nirav Pandya
- University of California, San Francisco, San Francisco, California, USA
| |
Collapse
|
67
|
Huang V, Miranda SP, Dimentberg R, Glauser G, Shultz K, McClintock SD, Malhotra NR. The role of socioeconomic status on outcomes following cerebellopontine angle tumor resection. Br J Neurosurg 2021; 36:196-202. [PMID: 33423556 DOI: 10.1080/02688697.2020.1866165] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
PURPOSE It is well documented that the interaction between many social factors can affect clinical outcomes. However, the independent effects of economics on outcomes following surgery are not well understood. The goal of this study is to investigate the role socioeconomic status has on postoperative outcomes in a cerebellopontine angle (CPA) tumor resection population. MATERIALS AND METHODS Over 6 years (07 June 2013 to 24 April 2019), 277 consecutive CPA tumor cases were reviewed at a single, multihospital academic medical center. Patient characteristics obtained included median household income, Charlson Comorbidity Index (CCI), race, BMI, tobacco use, amongst 23 others. Outcomes studied included readmission, ED evaluation, unplanned return to surgery (during and after index admission), return to surgery after index admission, and mortality within 90 days, in addition to reoperation and mortality throughout the entire follow-up period. Univariate analysis was conducted amongst the entire population with significance set at a p value <0.05. The population was divided into quartiles based on median household income and univariate analysis conducted between the lowest (Q1) and highest (Q4) socioeconomic quartiles, with significance set at a p value <0.05. Stepwise regression was conducted to determine the correlations amongst study variables and identify confounding factors. RESULTS Regression analysis of 273 patients did not find household income to be associated with any of the long-term outcomes assessed. Similarly, a Q1 vs Q4 comparison did not yield significantly different odds of outcomes assessed. CONCLUSION Although not statistically significant, the odds ratios suggest socioeconomic status may have a clinically significant effect on postsurgical outcomes. Further studies in larger, matched populations are necessary to validate these findings.
Collapse
Affiliation(s)
- Vincent Huang
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Stephen P Miranda
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ryan Dimentberg
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Gregory Glauser
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kaitlyn Shultz
- McKenna EpiLog Fellowship in Population Health, University of Pennsylvania, Philadelphia, PA, USA
| | - Scott D McClintock
- The West Chester Statistical Institute and Department of Mathematics, West Chester University, West Chester, PA, USA
| | - Neil R Malhotra
- Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
68
|
Survival Disparity Based on Household Income in 1970 Patients Following Brain Tumor Surgery. World Neurosurg 2020; 143:e112-e121. [DOI: 10.1016/j.wneu.2020.07.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 06/30/2020] [Accepted: 07/02/2020] [Indexed: 11/21/2022]
|
69
|
Lieber AM, Boniello AJ, Kerbel YE, Petrucelli P, Kavuri V, Jakoi A, Khalsa AS. Low Socioeconomic Status Is Associated With Increased Complication Rates: Are Risk Adjustment Models Necessary in Cervical Spine Surgery? Global Spine J 2020; 10:748-753. [PMID: 32707010 PMCID: PMC7383791 DOI: 10.1177/2192568219874763] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVES The objective of this study was to determine whether lower socioeconomic status was associated with increased resource utilization following anterior discectomy and fusion (ACDF). METHODS The National Inpatient Sample database was queried for patients who underwent a primary, 1- to 2-level ACDF between 2005 and 2014. Trauma, malignancy, infection, and revision surgery were excluded. The top and bottom income quartiles were compared. Demographics, medical comorbidities, length of stay, complications, and hospital cost were compared between patients of top and bottom income quartiles. RESULTS A total of 69 844 cases were included. The bottom income quartile had a similar mean hospital stay (2.04 vs 1.77 days, P = .412), more complications (2.45% vs 1.77%, P < .001), and a higher mortality rate (0.18% vs 0.11%, P = .016). Multivariate analysis revealed bottom income quartile was an independent risk factor for complications (odds ratio = 1.135, confidence interval = 1.02-1.26). Interestingly, the bottom income quartile experienced lower mean hospital costs ($17 041 vs $17 958, P < .001). CONCLUSION Patients in the lowest income group experienced more complications even after adjusting for comorbidities. Therefore, risk adjustment models, including socioeconomic status, may be necessary to avoid potential problems with access to orthopedic spine care for this patient population.
Collapse
Affiliation(s)
- Alexander M. Lieber
- Department of Orthopaedic Surgery, Drexel University College of Medicine, Philadelphia, PA, USA
- Alexander M. Lieber, Department of Orthopedic Surgery, Drexel University College of Medicine, 245N 15th Street, Philadelphia, PA 19102, USA.
| | - Anthony J. Boniello
- Department of Orthopaedic Surgery, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Yehuda E. Kerbel
- Department of Orthopaedic Surgery, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Philip Petrucelli
- Department of Orthopaedic Surgery, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Venkat Kavuri
- Department of Orthopaedic Surgery, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Andre Jakoi
- Orthopedic Health of Kansas City, North Kansas City, MO, USA
| | - Amrit S. Khalsa
- Department of Orthopedic Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
70
|
Elsamadicy AA, Koo AB, David WB, Sarkozy M, Freedman IG, Reeves BC, Laurans M, Kolb L, Sciubba DM. Portending Influence of Racial Disparities on Extended Length of Stay after Elective Anterior Cervical Discectomy and Interbody Fusion for Cervical Spondylotic Myelopathy. World Neurosurg 2020; 142:e173-e182. [PMID: 32599203 DOI: 10.1016/j.wneu.2020.06.155] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 06/17/2020] [Accepted: 06/19/2020] [Indexed: 02/06/2023]
Abstract
OBJECTIVE The aim of this study was to investigate whether race is an independent predictor of extended length of stay (LOS) after elective anterior cervical discectomy and fusion (ACDF) for cervical spondylotic myelopathy (CSM). METHODS A retrospective cohort study was performed using the National Inpatient Sample database from 2016 to 2017. All adult patients undergoing ACDF for CSM were identified using the International Classification of Diseases, Tenth Revision, Clinical Modification coding system. RESULTS A total of 15,400 patients were identified, of whom 13,250 (86.0%) were Caucasian (C) and 2150 (14.0%) were African American (AA). The C cohort tended to be older, whereas the AA cohort had 2 times as many patients in the 0-25th income quartile. The prevalence of comorbidities was greater in the AA cohort. Intraoperative fusion levels were similar between the cohorts, whereas the AA cohort had a higher rate of cerebrospinal fluid leak/dural tear. In relation to the number of complications, the C cohort had a lower rate compared with the AA cohort (P = 0.006), including no complication (89.4% vs. 85.3%), 1 complication (9.9% vs. 12.8%), and >1 complication (0.7% vs. 1.9%). The AA cohort experienced significantly longer hospital stays (C, 1.9 ± 2.3 days vs. AA, 2.7 ± 3.5; P < 0.001), greater proportion of extended LOS (C, 17.5% vs. AA, 29.1%; P < 0.001) and nonroutine discharges (C, 16.1% vs. AA, 28.6%; P < 0.001). AA race was a significant independent risk factor for extended LOS (odds ratio, 1.98; 95% confidence interval, 1.50-2.61; P < 0.001). CONCLUSIONS Our study suggests that AA patients have a significantly higher risk of prolonged LOS after elective ACDF for CSM compared with C patients.
Collapse
Affiliation(s)
- Aladine A Elsamadicy
- 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
| | - Margot Sarkozy
- 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
| | - Benjamin C Reeves
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Maxwell Laurans
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Luis Kolb
- 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
| |
Collapse
|
71
|
Orthopaedics and neurosurgery: Is there a difference in surgical outcomes following anterior cervical spinal fusion? J Orthop 2020; 21:278-282. [PMID: 32508432 DOI: 10.1016/j.jor.2020.05.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 04/24/2020] [Accepted: 05/15/2020] [Indexed: 11/21/2022] Open
Abstract
Objective The superiority of neurosurgical over orthopaedic spinal procedures is a point of contention. While there is the perception that neurosurgeons are more specifically trained to deal with spinal pathology, no study has directly compared outcomes of spinal surgeries performed by both groups. Methods We sought to evaluate the differences in length of surgery, hospital stay, complications, mortality, and readmission for anterior cervical decompression and fusion (ACDF) performed by neurosurgeons versus orthopaedic surgeons. Results 17,967 ACDF procedures were analyzed. Neurosurgeons performed 74.3% of the fusions with a trend towards longer operative times and significantly more patients that were discharged to extended care facilities. There was no significant difference in the length of stay, overall complications, mortality, readmission, or reoperation when comparing the two specialties. Conclusion Despite a significantly higher volume of ACDF performed by neurosurgeons, outcomes are comparable following orthopaedic and neurosurgical procedures.
Collapse
|
72
|
The Effect of Race on Short-Term Pituitary Tumor Outcomes. World Neurosurg 2020; 137:e447-e453. [DOI: 10.1016/j.wneu.2020.01.241] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2019] [Revised: 01/30/2020] [Accepted: 01/31/2020] [Indexed: 11/19/2022]
|
73
|
Orhurhu V, Agudile E, Chu R, Urits I, Orhurhu MS, Viswanath O, Ohuabunwa E, Simopoulos T, Hirsch J, Gill J. Socioeconomic disparities in the utilization of spine augmentation for patients with osteoporotic fractures: an analysis of National Inpatient Sample from 2011 to 2015. Spine J 2020; 20:547-555. [PMID: 31740396 DOI: 10.1016/j.spinee.2019.11.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 11/12/2019] [Accepted: 11/13/2019] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTENT Vertebral augmentation procedures are used for treatment of osteoporotic compression fractures. Prior studies have reported disparities in the treatment of patients with osteoporotic vertebral fractures, particularly with regards to the use of vertebroplasty and kyphoplasty. PURPOSE The purpose of this study is to report updates in racial and health insurance inequalities of spine augmentation procedures in patients with osteoporotic fractures. METHODS With the use of the National Inpatient Sample, we identified hospitalized patients with osteoporotic fractures between the period of 2011 and 2015. Patients with spine augmentation, defined by the utilization of vertebroplasty and kyphoplasty, were also identified. Our primary outcome was defined as the utilization of spine augmentation procedures across ethnic (white, hispanic, black, and asian/pacific islander) and insurance (self-pay, private insurance, Medicare, and Medicaid) groups. Variables were identified from the NIS database using International Classification of Diseases, Ninth and Tenth diagnosis codes. Univariate and multivariate regression analysis was used for statistical analysis with p value <.05 considered significant. A subgroup analysis was performed across the utilization of kyphoplasty, vertebroplasty, and Medicare coverage. RESULTS We identified a total of 110,028 patients with a primary diagnosis of vertebral fracture between 2011 and 2015 (mean age: 74.4±13.6 years, 68% women). About 16,237 patients (14.8%) underwent any type of spine augmentation with over 75% of the patients receiving kyphoplasty. Multivariate analysis showed that black patients (odds ratio [OR]=0.64, 95% confidence interval [CI]: 0.58-0.70, p<.001), Hispanic patients (OR=0.79, 95% CI: 0.73-0.86, p<.001), and Asian/Pacific Islander (OR=0.79, 95% CI: 0.70-0.89, p<.001) had significantly lower odds for receiving any spine augmentation compared with white patients. Patients with Medicaid (OR=0.59, 95% CI: 0.53-0.66, p<.001), private insurance (OR=0.90, 95% CI: 0.85-0.96, p=.001), and those who self-pay (OR=0.57, 95% CI: 0.47-0.69, p<.001) had significantly lower odds of spine augmentation compared with those with Medicare. Comparative use of kyphoplasty was not significantly different between white and black patients (OR=0.85, 95% CI: 0.70-1.04, p=.12). However, Hispanic patients (OR=0.84, 95% CI: 0.71-0.99, p=.04) and Asian/Pacific Islander patients (OR=0.73, 95% CI: 0.58-0.92, p=.007) had significantly lower use of kyphoplasty compared with white patients. The comparative use of kyphoplasty among patients receiving spine augmentation was not significantly different across each insurances status when compared with patients with Medicare. CONCLUSIONS Our study suggests that racial and socioeconomic disparities continue to exist with the utilization of spine augmentation procedures in hospitalized patients with osteoporotic fractures.
Collapse
Affiliation(s)
- Vwaire Orhurhu
- Department of Anesthesiology, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave, Boston, MA, USA.
| | - Emeka Agudile
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Robert Chu
- Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Ivan Urits
- Department of Anesthesiology, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave, Boston, MA, USA
| | - Mariam Salisu Orhurhu
- Departments of Anesthesiology and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Omar Viswanath
- Department of Anesthesiology, Creighton University School of Medicine, Omaha, NE, USA
| | - Emmanuel Ohuabunwa
- Department of Emergency Medicine, Yale New Haven Health System, New Haven, CT, USA
| | - Thomas Simopoulos
- Department of Anesthesiology, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave, Boston, MA, USA
| | - Joshua Hirsch
- Division of Endovascular/Interventional Neuroradiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jatinder Gill
- Department of Anesthesiology, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave, Boston, MA, USA
| |
Collapse
|
74
|
Comparative and Predictor Analysis of 30-day Readmission, Reoperation, and Morbidity in Patients Undergoing Multilevel ACDF Versus Single and Multilevel ACCF Using the ACS-NSQIP Dataset. Spine (Phila Pa 1976) 2019; 44:E1379-E1387. [PMID: 31348176 DOI: 10.1097/brs.0000000000003167] [Citation(s) in RCA: 26] [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
STUDY DESIGN Retrospective cohort study. OBJECTIVE The aim of this study was to determine the differences in 30-day readmission, reoperation, and morbidity for patients undergoing multilevel anterior cervical discectomy and fusion (ACDF) or single and multilevel anterior cervical corpectomy and fusion (ACCF). SUMMARY OF BACKGROUND DATA Despite increasing rates of surgical treatment of cervical spine disease, few studies have compared outcomes by surgical technique. To the best of our knowledge, this is the only large-scale administrative database study that directly evaluates early outcomes between multilevel ACDF and single and multilevel ACCF. METHODS Patients who underwent ACDF and ACCF were identified using the NSQIP database. Multivariate regression was utilized to compare rates of readmission, reoperation, morbidity, and specific complications between surgical techniques, and to evaluate for predictors of primary outcomes. RESULTS We identified 15,600 patients. ACCF independently predicted (P < 0.001) greater reoperation (odds ratio [OR] = 1.876) and morbidity (OR = 1.700), but not readmission, on multivariate analysis. ACCF was also associated with greater rates of transfusion (OR = 3.273, P < 0.001) and DVT/thrombophlebitis (OR = 2.852, P = 0.001). ACCF had significantly (P < 0.001) greater operative time and length of stay. In the cohort, increasing age (P < 0.001), diabetes (P = 0.025), chronic obstructive pulmonary disease (P = 0.027), disseminated cancer (P = 0.009), and American Society of Anesthesiologists (ASA) class ≥3 (P < 0.001) predicted readmission. Age (P = 0.011), female sex (P = 0.001), heart failure (P = 0.002), ASA class ≥3 (P < 0.001), and increased creatinine (P = 0.044), white cell count (P = 0.033), and length of stay (P < 0.001) predicted reoperation. Age (P < 0.001), female sex (P = 0.002), disseminated cancer (P = 0.010), ASA class ≥3 (P < 0.001), increased white cell count (P = 0.036) and length of stay (P < 0.001), and decreased hematocrit (P < 0.001) predicted morbidity. Within ACDF, three or more levels treated compared to two levels did not predict poorer 30-day outcomes. CONCLUSION Compared to multilevel ACDF, ACCF was associated with an 88% increased odds of reoperation and 70% increased odds of morbidity; readmission was similar between techniques. Older age, higher ASA class, and specific comorbidities predicted poorer 30-day outcomes. These findings can guide surgical solution given specific factors. LEVEL OF EVIDENCE 3.
Collapse
|
75
|
Johnson TR, Nguyen A, Shah K, Hogue GD. Impact of Insurance Status on Time to Evaluation and Treatment of Meniscal Tears in Children, Adolescents, and College-Aged Patients in the United States. Orthop J Sports Med 2019; 7:2325967119875079. [PMID: 31620487 PMCID: PMC6777051 DOI: 10.1177/2325967119875079] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
Background: The meniscus is vital for load bearing, knee stabilization, and shock
absorption, making a meniscal tear a well-recognized sport-related injury in
children and young adults. An inverse relationship between the quality and
value of orthopaedic care provided and the overall treatment cycle exists in
which delayed meniscal tear treatment increases the likelihood of
unfavorable outcomes. Although a majority of children and young adults have
health insurance, many athletes within this demographic still face
significant barriers in accessing orthopaedic services because of insurance
type and household income. Purpose: To determine the impact of insurance status and socioeconomic markers on the
time to orthopaedic evaluation and treatment as well as the rate of surgical
interventions for meniscal tears in children and young adult athletes in the
United States. Study Design: Cohort study; Level of evidence, 3. Methods: We conducted a retrospective review of all patients ≤22 years of age who
presented to our institution between 2008 and 2016 and who were diagnosed
with meniscal tears. Patients were categorized based on insurance and
socioeconomic status. Dates of injury, referral, evaluation by an
orthopaedic surgeon, and surgery were also recorded. Chi-square and
regression analyses were utilized to determine the significance and
correlation between the influencing factors and time to referral,
evaluation, and surgery. Results: Publicly insured, commercially insured, and uninsured patients comprised
49.4%, 26.6%, and 24.1%, respectively, of the 237 patients included in this
study. Insurance status was predictive of time to orthopaedic referral,
initial evaluation, and surgery (P < .01). Uninsured and
publicly insured patients experienced significant delays during their
orthopaedic care compared with commercially insured patients. However, no
correlation was found between insurance status or household income and the
rate of surgical interventions. Conclusion: Publicly insured and uninsured pediatric and college-aged patients faced
significant barriers in accessing orthopaedic services, as demonstrated by
substantially longer times between the initial injury and referral to an
orthopaedic evaluation and surgery; however, these socioeconomic factors did
not affect the rate of surgical management. Clinical competency regarding
the effects of socioeconomic factors on the time to orthopaedic care and
efforts to expedite care among underinsured and underserved children are
vital for improving patient outcomes.
Collapse
Affiliation(s)
- Taylor R Johnson
- University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Alexander Nguyen
- University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Kush Shah
- University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| | - Grant D Hogue
- University of Texas Health Science Center at San Antonio, San Antonio, Texas, USA
| |
Collapse
|
76
|
Kotkansalo A, Malmivaara A, Korajoki M, Korhonen K, Leinonen V. Surgical techniques for degenerative cervical spine in Finland from 1999 to 2015. Acta Neurochir (Wien) 2019; 161:2161-2173. [PMID: 31401738 PMCID: PMC6739280 DOI: 10.1007/s00701-019-04026-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Accepted: 07/25/2019] [Indexed: 11/12/2022]
Abstract
Purpose The purpose of this study is to assess the trends and regional variations in the operative techniques used for degenerative or rheumatoid cervical spine disease in Finland between 1999 and 2015. Methods The Finnish Hospital Discharge Register (FHDR) was searched for the data on all the primary operations for degenerative cervical spine disease (DCSD) or rheumatoid atlanto-axial subluxation (rAAS). Operative codes were used to identify the patients from the FHDR and combined with diagnosis codes to verify patient inclusion. The patients were classified into three groups: anterior cervical decompression and fusion (ACDF), posterior decompression and fusion (PDF) and decompression. Results A total of 19,701 primary operations were included. The adjusted incidence of ACDF rose from 6.5 to 27.3 operations/100,000 adults. ACDF became the favoured technique in all the diagnostic groups except AAS, and by 2015, ACDF comprised 84.5% of the operations. The incidence of PDF for DCSD increased from 0.2 to 0.7/100,000 people. Solely decompressive operations declined from 13.7 to 4.0 operations/100,000 people. The regional differences in the incidence of operations were most marked in the incidence of ACDF, with overall incidences ranging from 11.2 to 37.0 operations/100,000. The distribution of the operative techniques used varied as well. Conclusions Between 1999 and 2015, the operative techniques used for DCSD changed from prevalently decompressive to utilising ACDF in 68.8 to 91.0% of the operations, depending on the treating hospital. ACDF became the most commonly applied technique for all degenerative diagnoses except AAS. Electronic supplementary material The online version of this article (10.1007/s00701-019-04026-9) contains supplementary material, which is available to authorized users.
Collapse
|
77
|
Surgery for degenerative cervical spine disease in Finland, 1999-2015. Acta Neurochir (Wien) 2019; 161:2147-2159. [PMID: 31154519 PMCID: PMC6739276 DOI: 10.1007/s00701-019-03958-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Accepted: 05/24/2019] [Indexed: 01/15/2023]
Abstract
Background The incidence of surgery for degenerative cervical spine disease (DCSD) has risen by almost 150% in the USA in the last three decades and stabilized at slightly over 70 operations/100,000 people. There has been significant regional variation in the operation incidences. We aim to assess the diagnosis-based, age-adjusted trends in the operation incidences and the regional variation in Finland between 1999 and 2015. Methods Data from the Finnish Hospital Discharge Register (FHDR), the Cause of Death Register, and the registers of the Social Insurance Institution were combined to analyze all the primary operations for DCSD or rheumatoid atlanto-axial subluxation (rAAS). Combinations of the operative and the diagnosis codes were used to classify the patients into five diagnostic groups. Results A total of 19,701 primary operations were included. The age-adjusted operation incidence rose from 21.0 to 36.5/100,000 people between 1999 and 2013 and plateaued thereafter. The incidence of surgery for radiculopathy increased from 13.1 to 23.3 operations/100,000 people, and the incidence of surgery for DCM increased from 5.8 to 7.0 operations/100,000 people. The rise was especially pronounced in surgery for foraminal stenosis, which increased from 5.3 to 12.4 operations/100,000 people. Of the five diagnostic groups, only operations for rAAS declined. Operations increased especially in the 40- to 65-year-old age group. The overall operation incidences varied from 18.3 to 43.1 operations/100,000 people between the university hospitals. Conclusions The age-adjusted incidence of surgery for DCSD has risen in Finland by 76%, but the rise has plateaued. Surgery for radiculopathy, especially for foraminal stenosis, increased more steeply than surgery for degenerative medullopathy, with vast regional differences in the operation incidences. Electronic supplementary material The online version of this article (10.1007/s00701-019-03958-6) contains supplementary material, which is available to authorized users.
Collapse
|
78
|
Navarro RA, Prentice HA, Inacio MCS, Wyatt R, Maletis GB. The Association Between Race/Ethnicity and Revision Following ACL Reconstruction in a Universally Insured Cohort. J Bone Joint Surg Am 2019; 101:1546-1553. [PMID: 31483397 DOI: 10.2106/jbjs.18.01408] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND There have been few large studies involving multiethnic cohorts of patients treated with anterior cruciate ligament reconstruction (ACLR), and therefore, little is known about the role that race/ethnicity may play in the differential risk of undergoing revision surgery following primary ACLR. The purpose of this study was to evaluate whether differences exist by race/ethnicity in the risk of undergoing the elective procedure of aseptic revision in a universally insured cohort of patients who had undergone ACLR. METHODS This was a retrospective cohort study conducted using our integrated health-care system's ACLR registry and including primary ACLRs from 2008 to 2015. Race/ethnicity was categorized into the following 4 groups: non-Hispanic white, black, Hispanic, and Asian. Multivariable Cox proportional-hazard models were used to evaluate the association between race/ethnicity and revision risk while adjusting for age, sex, highest educational attainment, annual household income, graft type, and geographic region in which the ACLR was performed. RESULTS Of the 27,258 included patients,13,567 (49.8%) were white, 7,713 (28.3%) were Hispanic, 3,725 (13.7%) were Asian, and 2,253 (8.3%) were black. Asian patients (hazard ratio [HR] = 0.72; 95% confidence interval [CI] = 0.57 to 0.90) and Hispanic patients (HR = 0.83; 95% CI = 0.70 to 0.98) had a lower risk of undergoing revision surgery than did white patients. Within the first 3.5 years postoperatively, we did not observe a difference in revision risk when black patients were compared with white patients (HR = 0.86; 95% CI = 0.64 to 1.14); after 3.5 years postoperatively, black patients had a lower risk of undergoing revision (HR = 0.23; 95% CI = 0.08 to 0.63). CONCLUSIONS In a large, universally insured ACLR cohort with equal access to care, we observed Asian, Hispanic, and black patients to have a similar or lower risk of undergoing elective revision compared with white patients. These findings emphasize the need for additional investigation into barriers to equal access to care. Because of the sensitivity and complexity of race/ethnicity with surgical outcomes, continued assessment into the reasons for the differences observed, as well as any differences in other clinical outcomes, is warranted. LEVEL OF EVIDENCE Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.
Collapse
Affiliation(s)
- Ronald A Navarro
- Department of Orthopaedic Surgery, Southern California Permanente Medical Group, Harbor City, California
| | - Heather A Prentice
- Surgical Outcomes and Analysis, Kaiser Permanente, San Diego, California
| | - Maria C S Inacio
- Division of Health Sciences, Sansom Institute, University of South Australia, Adelaide, South Australia, Australia
| | - Ronald Wyatt
- Department of Orthopaedic Surgery, The Permanente Medical Group, Walnut Creek, California
| | - Gregory B Maletis
- Department of Orthopaedic Surgery, Southern California Permanente Medical Group, Baldwin Park, California
| |
Collapse
|
79
|
Sanford Z, Taylor H, Fiorentino A, Broda A, Zaidi A, Turcotte J, Patton C. Racial Disparities in Surgical Outcomes After Spine Surgery: An ACS-NSQIP Analysis. Global Spine J 2019; 9:583-590. [PMID: 31448190 PMCID: PMC6693061 DOI: 10.1177/2192568218811633] [Citation(s) in RCA: 68] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVES Racial disparities in postoperative outcomes are unfortunately common. We present data assessing race as an independent risk factor for postoperative complications after spine surgery for Native American (NA) and African American (AA) patients compared with Caucasians (CA). METHODS The American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database was queried for spine procedures performed in 2015. Data was subdivided by surgery, demography, comorbidity, and 30-day postoperative outcomes, which were then compared by race. Regression was performed holding race as an independent risk factor. RESULTS A total of 4803 patients (4106 CA, 522 AA, 175 NA) were included in this analysis. AA patients experienced longer length of stay (LOS) and operative times (P < .001) excluding lumbar fusion, which was significantly shorter (P = .035). AA patients demonstrated higher comorbidity burden, specifically for diabetes and hypertension (P < .005), while NA individuals were higher tobacco consumers (P < .001). AA race was an independent risk factor associated with longer LOS across all cervical surgeries (β = 1.54, P <.001), lumbar fusion (β = 0.77, P = .009), and decompression laminectomy (β = 1.23, P < .001), longer operative time in cervical fusion (β = 12.21, P = .032), lumbar fusion (β = -24.00, P = .016), and decompression laminectomy (OR = 20.95, P < .001), greater risk for deep vein thrombosis in lumbar fusion (OR = 3.72, P = .017), and increased superficial surgical site infections (OR = 5.22, P = .001) and pulmonary embolism (OR = 5.76, P = .048) in decompression laminectomy. NA race was an independent risk factor for superficial surgical site infections following cervical fusion (OR = 14.58, P = .044) and decompression laminectomy (OR = 4.80, P = .021). CONCLUSION AA and NA spine surgery patients exhibit disproportionate comorbidity burden and greater 30-day complications compared with CA patients. AA and NA race were found to independently affect rates of complications, LOS, and operation time.
Collapse
Affiliation(s)
- Zachary Sanford
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA,Zachary Sanford, Department of Orthopedic and Sports
Medicine, Anne Arundel Medical Center, 2000 Medical Parkway Suite 100, Annapolis, MD
21401, USA.
| | - Haley Taylor
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA,Department of Surgery, Anne Arundel Medical Center, Annapolis, MD, USA
| | - Alyson Fiorentino
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA
| | - Andrew Broda
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA
| | - Amina Zaidi
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA
| | - Justin Turcotte
- Department of Surgery, Anne Arundel Medical Center, Annapolis, MD, USA
| | - Chad Patton
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA,Orthopedic and Sports Medicine Specialists, Anne Arundel Medical Center,
Annapolis, MD, USA
| |
Collapse
|
80
|
Bliton J, Muscarella P, Friedmann P, Parides M, Papalezova K, McAuliffe JC, In H. Perioperative Mortality Does Not Explain Racial Disparities in Gastrointestinal Cancer. J Gastrointest Surg 2019; 23:1631-1642. [PMID: 30652243 DOI: 10.1007/s11605-018-4064-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 11/21/2018] [Indexed: 01/31/2023]
Abstract
BACKGROUND Racial minorities with gastrointestinal cancer suffer disproportionately poor overall and disease-specific survival. We used a nationally representative sample to examine the relationship between race/ethnicity and mortality and determine whether these disparities were observed in the perioperative period. MATERIALS AND METHODS The Nationwide Inpatient Sample (NIS) was used to examine patients undergoing surgery for cancers of the esophagus, stomach, pancreas, colon and rectum ("GI cancer") between 2008 and 2012. Logistic regression was used to evaluate whether race/ethnicity was associated with perioperative mortality after adjusting for sociodemographic characteristics, perioperative factors and presentation (ER vs elective). RESULTS A total of 110,044 subjects were identified, including 75.8% Whites, 10.5% Black patients, 7.2% Hispanic patients, and 3.1% Asian/Pacific Islanders (API). Whites were generally older than minorities. In adjusted multivariable generalized linear mixed logistic models, no increase in perioperative mortality was seen for minorities. Worse outcomes were observed for those with higher Elixhauser comorbidity score (OR 6.90, CI 5.96-7.99), lower income region (OR 1.24, CI 1.10-1.40), males (OR 1.54, CI 1.42-1.68), and those without private insurance (Medicare OR 1.34, CI 1.16-1.55; Medicaid OR 1.27, CI 1.02-1.58; self-pay OR 1.64, CI 1.24-2.17). Differences in mortality were predominantly driven by comorbidities (pseudo %ΔR2 = 38.56%) and only minimally by race (pseudo %ΔR2 = 0.49%). CONCLUSION Minority groups do not suffer higher rates of perioperative mortality for GI cancer surgeries after controlling for clinical and demographic factors. Future work to address cancer disparities should focus on areas in the cancer care trajectory such as cancer screening, surveillance, socioeconomic factors, and access.
Collapse
Affiliation(s)
- J Bliton
- Department of Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - P Muscarella
- Department of Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - P Friedmann
- Department of Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Cardiothoracic and Vascular Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - M Parides
- Department of Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Cardiothoracic and Vascular Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - K Papalezova
- Department of Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - J C McAuliffe
- Department of Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - H In
- Department of Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA.
- Department of Epidemiology and Population Health, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA.
| |
Collapse
|
81
|
Austin DC, Torchia MT, Lurie JD, Jevsevar DS, Bell JE. Identifying regional characteristics influencing variation in the utilization of rotator cuff repair in the United States. J Shoulder Elbow Surg 2019; 28:1568-1577. [PMID: 30956144 PMCID: PMC6646059 DOI: 10.1016/j.jse.2018.12.013] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Revised: 12/05/2018] [Accepted: 12/11/2018] [Indexed: 02/01/2023]
Abstract
BACKGROUND There is a lack of consensus regarding indications for surgical management of rotator cuff disease, which can lead to increased regional variation. The objectives of this study were to describe the geographic variation in rates of rotator cuff repair (RCR) in the United States over time and to identify regional characteristics associated with utilization. METHODS The United States was divided into 306 hospital referral regions. The adjusted per capita RCR rate was calculated using procedural counts derived from the Medicare Part B Carrier File from 2004-2014. Population-weighted multivariable regression was used to identify regional characteristics independently associated with utilization in 2014. RESULTS In 2014, an 8-fold difference in rates of RCR was found between regions. Between 2010 and 2014, the overall rate of RCR grew only 3.6% and regional variation decreased. Higher regional utilization of several other orthopedic procedures (P < .02), as well as the regional supply of orthopedic surgeons (P = .002), was independently associated with significantly increased utilization. The South, Southeast, and Southwest were independently associated with significantly higher utilization (P < .001) compared with the Northeast. A higher prevalence of resident physicians, a marker of the academic presence within a region, was independently associated with decreased utilization (P < .001). CONCLUSION Utilization of RCR has increased substantially over the past decade, but the rate of growth appears to be slowing. RCR remains a procedure with significant regional variation, and increased utilization across regions is associated with higher orthopedic surgeon supply and increased rates of other orthopedic procedures.
Collapse
Affiliation(s)
- Daniel C Austin
- Department of Orthopaedics, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA.
| | - Michael T Torchia
- Department of Orthopaedics, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
| | - Jonathan D Lurie
- Department of Orthopaedics, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA; Department of Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA; The Dartmouth Institute for Health Policy and Clinical Practice, Dartmouth College, Lebanon, NH, USA
| | - David S Jevsevar
- Department of Orthopaedics, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
| | - John-Erik Bell
- Department of Orthopaedics, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
| |
Collapse
|
82
|
Raad M, Reidler JS, El Dafrawy MH, Amin RM, Jain A, Neuman BJ, Riley LH, Sciubba DM, Kebaish KM, Skolasky RL. US regional variations in rates, outcomes, and costs of spinal arthrodesis for lumbar spinal stenosis in working adults aged 40-65 years. J Neurosurg Spine 2019; 30:83-90. [PMID: 30485187 DOI: 10.3171/2018.5.spine18184] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Accepted: 05/22/2018] [Indexed: 11/06/2022]
Abstract
OBJECTIVEIt is important to identify differences in the treatment of common diseases over time and across geographic regions. Several studies have reported increased use of arthrodesis to treat lumbar spinal stenosis (LSS). The purpose of this study was to investigate geographic variations in the treatment of LSS by US region.METHODSThe authors reviewed inpatient and outpatient medical claims from 2010 to 2014 using the MarketScan Commercial Claims and Encounters database (Truven Health Analytics), which includes data on commercially insured members younger than 65 years. ICD-9 code 724.02 was used to identify patients aged ≥ 40 and < 65 years who underwent surgery for "spinal stenosis of the lumbar region" and for whom LSS was the only principal diagnosis. The primary outcome was the performance of spinal arthrodesis as part of the procedure. Geographic regions were based on patient residence and defined according to the US Census Bureau as the Northeast, Midwest, South, and West.RESULTSRates of arthrodesis, as opposed to decompression alone, varied significantly by region, from 48% in the South, to 42% in the Midwest, 36% in the Northeast, and 31% in the West. After controlling for patient age, sex, and Charlson Comorbidity Index values, the differences remained significant. Compared with patients in the Northeast, those in the South (OR 1.6, 95% CI 1.50-1.75) and Midwest (OR 1.3, 95% CI 1.18-1.41) were significantly more likely to undergo spinal arthrodesis. On multivariate analysis, patients in the West were significantly less likely to have a prolonged hospital stay (> 3 days) than those in the Northeast (OR 0.84, 95% CI 0.75-0.94). Compared with the rate in the Northeast, the rates of discharge to a skilled nursing facility were lower in the South (OR 0.41, 95% CI 0.31-0.55) and West (OR 0.72, 95% CI 0.53-0.98). The 30-day readmission rate was significantly lower in the West (OR 0.81, 95% CI 0.65-0.98) than in the Northeast and similar between the other regions. Mean payments were significantly higher in the Midwest (mean difference $5503, 95% CI $4279-$6762), South (mean difference $6187, 95% CI $5041-$7332), and West (mean difference $7732, 95% CI $6384-$9080) than in the Northeast.CONCLUSIONSThe use of spinal arthrodesis, as well as surgical outcomes and payments for the treatment of LSS, varies significantly by US region. This highlights the importance of developing national recommendations for the treatment of LSS.
Collapse
|
83
|
Short-term outcomes following posterior cervical fusion among octogenarians with cervical spondylotic myelopathy: a NSQIP database analysis. Spine J 2018; 18:1603-1611. [PMID: 29454135 DOI: 10.1016/j.spinee.2018.02.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Revised: 01/24/2018] [Accepted: 02/06/2018] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Degenerative changes in the cervical spine occur in an age-dependent manner. As the US population continues to age, the incidence of age-dependent, multilevel, degenerative cervical pathologies is expected to increase. Similarly, the average age of patients with cervical spondylotic myelopathy (CSM) will likely trend upward. Posterior cervical fusion (PCF) is often the treatment modality of choice in the management of multilevel cervical spine disease. Although outcomes following anterior cervical fusion for degenerative disease have been studied among older patients (aged 80 years and older), it is unknown if these results extend to octogenarian patients undergoing PCF for the surgical management of CSM. PURPOSE The present study aimed to quantify surgical outcomes following PCF for the treatment of CSM among the octogenarian patient population compared with patients younger than 80 years old. STUDY DESIGN/SETTING This was a retrospective study that used the National Surgical Quality Improvement Program (NSQIP). PATIENT SAMPLE The sample included patients aged 60-89 who had CSM and who underwent PCF from 2012 to 2014. OUTCOME MEASURES The outcome measures were multimorbidity, prolonged length of stay (LOS), discharge disposition (to home or skilled nursing/rehabilitation facility), 30-day all-cause readmission, and 30-day reoperation. METHODS The NSQIP database was queried for patients with CSM (International Classification of Disease, Ninth Revision, Clinical Modification code 721.1) aged 60-89 who underwent PCF (Current Procedural Terminology code 22600) from 2012 to 2014. Cohorts were defined by age group (60-69, 70-79, 80-89). Data were collected on gender, race, elective or emergent status, inpatientor outpatient status, where patients were admitted from (home vs. skilled nursing facility), American Society of Anesthesiologists class, comorbidities, and single- or multilevel fusion. After controllingfor these variables, logistic regression analysis was used to compare outcome measures in the different age groups. RESULTS A total of 819 patients with CSM who underwent PCF (416 aged 60-69, 320 aged 70-79, and 83 aged 80-89) were identified from 2012 to 2014. Of the PCF procedures, 79.7% were multilevel. There were no significant differences in the odds of multimorbidity, prolonged LOS, readmission, or reoperation when comparing octogenarian patients with CSM with patients aged 60-69 or 70-79. Patients aged 60-69 and 70-79 were significantly more likely to be discharged to home than patients over 80 (odds ratio [OR] 4.3, 95% confidence interval [CI] 1.8-10.4, p<.0001, and OR 2.7, 95% CI 1.1-6.4, p=.0005, respectively). CONCLUSIONS Compared with patients aged 60-69 and 70-79, octogenarian patients with CSM were significantly more likely to be discharged to a location other than home following PCF. After controlling for patient comorbidities and demographics, 80- to 89-year-old patients with CSM who underwent PCF did not differ in other outcomes when compared with the other age cohorts. These results can improve preoperative risk counseling and surgical decision-making.
Collapse
|
84
|
|
85
|
Elsamadicy AA, Kemeny H, Adogwa O, Sankey EW, Goodwin CR, Yarbrough CK, Lad SP, Karikari IO, Gottfried ON. Influence of racial disparities on patient-reported satisfaction and short- and long-term perception of health status after elective lumbar spine surgery. J Neurosurg Spine 2018; 29:40-45. [DOI: 10.3171/2017.12.spine171079] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
OBJECTIVEIn spine surgery, racial disparities have been shown to impact various aspects of surgical care. Previous studies have associated racial disparities with inferior surgical outcomes, including increased complication and 30-day readmission rates after spine surgery. Recently, patient-reported outcomes (PROs) and satisfaction measures have been proxies for overall quality of care and hospital reimbursements. However, the influence that racial disparities have on short- and long-term PROs and patient satisfaction after spine surgery is relatively unknown. The aim of this study was to investigate the impact of racial disparities on 3- and 12-month PROs and patient satisfaction after elective lumbar spine surgery.METHODSThis study was designed as a retrospective analysis of a prospectively maintained database. The medical records of adult (age ≥ 18 years) patients who had undergone elective lumbar spine surgery for spondylolisthesis (grade 1), disc herniation, or stenosis at a major academic institution were included in this study. Patient demographics, comorbidities, postoperative complications, and 30-day readmission rates were collected. Patients had prospectively collected outcome and satisfaction measures. Patient-reported outcome instruments—Oswestry Disability Index (ODI), visual analog scale for back pain (VAS-BP), and VAS for leg pain (VAS-LP)—were completed before surgery and at 3 and 12 months after surgery, as were patient satisfaction measures.RESULTSThe authors identified 345 medical records for 53 (15.4%) African American (AA) patients and 292 (84.6%) white patients. Baseline patient demographics and comorbidities were similar between the two cohorts, with AA patients having a greater body mass index (33.1 ± 6.6 vs 30.2 ± 6.4 kg/m2, p = 0.005) and a higher prevalence of diabetes (35.9% vs 16.1%, p = 0.0008). Surgical indications, operative variables, and postoperative variables were similar between the cohorts. Baseline and follow-up PRO measures were worse in the AA cohort, with patients having a greater baseline ODI (p < 0.0001), VAS-BP score (p = 0.0002), and VAS-LP score (p = 0.0007). However, mean changes from baseline to 3- and 12-month PROs were similar between the cohorts for all measures except the 3-month VAS-BP score (p = 0.046). Patient-reported satisfaction measures at 3 and 12 months demonstrated a significantly lower proportion of AA patients stating that surgery met their expectations (3 months: 47.2% vs 65.5%, p = 0.01; 12 months: 35.7% vs 62.7%, p = 0.007).CONCLUSIONSThe study data suggest that there is a significant difference in the perception of health, pain, and disability between AA and white patients at baseline and short- and long-term follow-ups, which may influence overall patient satisfaction. Further research is necessary to identify patient-specific factors associated with racial disparities that may be influencing outcomes to adequately measure and assess overall PROs and satisfaction after elective lumbar spine surgery.
Collapse
Affiliation(s)
- Aladine A. Elsamadicy
- 1Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina; and
| | - Hanna Kemeny
- 1Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina; and
| | - Owoicho Adogwa
- 2Department of Neurosurgery, Rush University Medical Center, Chicago, Illinois
| | - Eric W. Sankey
- 1Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina; and
| | - C. Rory Goodwin
- 1Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina; and
| | - Chester K. Yarbrough
- 1Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina; and
| | - Shivanand P. Lad
- 1Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina; and
| | - Isaac O. Karikari
- 1Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina; and
| | - Oren N. Gottfried
- 1Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina; and
| |
Collapse
|
86
|
Abstract
STUDY DESIGN A retrospective review of the Statewide Planning and Research Cooperative System database of the New York State. OBJECTIVE This study examined the rate of increase of cervical spine fusion procedures at low-, medium-, and high-volume hospitals, and analyzed racial and socioeconomic characteristics of the patient population treated at these three volume categories. SUMMARY OF BACKGROUND DATA There has been a steady increase in spinal fusion procedures performed each year in the United States, especially cervical and lumbar fusion. Our study aims to analyze the rate of increase at low-, medium-, and high-volume hospitals, and socioeconomic characteristics of the patient populations at these three volume categories. METHODS The New York State, Statewide Planning and Research Cooperative System (SPARCS) database was searched from 2005 to 2014 for the International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) Procedure Codes 81.01 (Fusion, atlas-axis), 81.02 (Fusion, anterior column, other cervical, anterior technique), and 81.03 (Fusion, posterior column, other cervical, posterior technique). Patients' primary diagnosis (ICD-9-CM), age, race/ethnicity, primary payment method, severity of illness, length of stay, hospital of operation were included. All 122 hospitals were categorized into high-, medium-, and low-volume. Trends in annual number of cervical spine fusion surgeries in each of the three hospital volume groups were reported using descriptive statistics. RESULTS Low-volumes centers were more likely to be rural and non-teaching hospitals. African American patients comprised a greater portion of patients at low-volume hospitals, 15.1% versus 11.6% compared with high-volume hospitals. Medicaid and self-pay patients were also overrepresented at low-volume centers, 6.7% and 3.9% versus 2.6% and 1.7%, respectively. Compared with Caucasian patients, African American patients had higher rates of postoperative infection (P = 0.0020) and postoperative bleeding (P = 0.0044). Compared with privately insured patients, Medicaid patients had a higher rate of postoperative bleeding (P = 0.0266) and in-hospital mortality (P = 0.0031). CONCLUSION Our results showed significant differences in hospital characteristics, racial distribution, and primary payments methods between the low- and high-volume categories. African American and Medicaid patients had higher rates of postoperative bleeding, despite similar rates between the three volume categories. This suggests racial and socioeconomic disparities remains problematic for disadvantaged populations, some of which may be attributed to accessibility to care at high-volume centers. LEVEL OF EVIDENCE 3.
Collapse
|
87
|
Surgeon Reimbursement Relative to Hospital Payments for Spinal Fusion: Trends From 10-year Medicare Analysis. Spine (Phila Pa 1976) 2018; 43:720-731. [PMID: 28885293 DOI: 10.1097/brs.0000000000002405] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective, economic analysis. OBJECTIVE The aim of this study was to analyze the trend in hospital charge and payment adjusted to corresponding surgeon charge and payment for cervical and lumbar fusions in a Medicare sample population from 2005 to 2014. SUMMARY OF BACKGROUND DATA Previous studies have reported trends and variation in hospital charges and payments for spinal fusion, but none have incorporated surgeon data in analysis. Knowledge of the fiscal relationship between hospitals and surgeons over time will be important for stakeholders as we move toward bundled payments. METHODS A 5% Medicare sample was used to capture hospital and surgeon charges and payments related to cervical and lumbar fusion for degenerative disease between 2005 and 2014. We defined hospital charge multiplier (CM) as the ratio of hospital/surgeon charge. Similarly, the hospital/surgeon payment ratio was defined as hospital payment multiplier (PM). The year-wise and regional trend in patient profile, length of stay, discharge disposition, CM, and PM were studied for all fusion approaches separately. RESULTS A total of 40,965 patients, stratified as 15,854 cervical and 25,111 lumbar fusions, were included. The hospital had successively higher charges and payments relative to the surgeon from 2005 to 2014 for all fusions with an inverse relation to hospital length of stay. Increasing complexity of fusion such as for anterior-posterior cervical fusion had higher hospital reimbursements per dollar earned by the surgeon. There was regional variation in how much the hospital charged and received per surgeon dollar. CONCLUSION Hospital charge and payment relative to surgeon had an increasing trend despite a decreasing length of stay for all fusions. Although the hospital can receive higher payments for higher-risk patients, this risk is not reflected proportionally in surgeon payments. The shift toward value-based care with shared responsibility for outcomes and cost will likely rely on better aligning incentives between hospital and providers. LEVEL OF EVIDENCE 3.
Collapse
|
88
|
Vonck CE, Tanenbaum JE, Smith GA, Benzel EC, Mroz TE, Steinmetz MP. National Trends in Demographics and Outcomes Following Cervical Fusion for Cervical Spondylotic Myelopathy. Global Spine J 2018; 8:244-253. [PMID: 29796372 PMCID: PMC5958486 DOI: 10.1177/2192568217722562] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
STUDY DESIGN Retrospective trends analysis. OBJECTIVES Cervical fusion is a common adjunctive surgical modality used in the treatment of cervical spondylotic myelopathy (CSM). The purpose of this study was to quantify national trends in patient demographics, hospital characteristics, and outcomes in the surgical management of CSM. METHODS This was a retrospective study that used the National Inpatient Sample. The sample included all patients over 18 years of age with a diagnosis of CSM who underwent cervical fusion from 2003 to 2013. The outcome measures were in-hospital mortality, length of stay, and hospital charges. Chi-square tests were performed to compare categorical variables. Independent t tests were performed to compare continuous variables. RESULTS We identified 62 970 patients with CSM who underwent cervical fusion from 2003 to 2013. The number of fusions performed per year in the treatment of CSM increased from 3879 to 8181. The average age of all fusion patients increased from 58.2 to 60.6 years (P < .001). Length of stay did not change significantly from a mean of 3.7 days. In-hospital mortality decreased from 0.6% to 0.3% (P < .01). Hospital charges increased from $49 445 to $92 040 (P < .001). CONCLUSIONS This study showed a dramatic increase in cervical fusions to treat CSM from 2003 to 2013 concomitant with increasing age of the patient population. Despite increases in average age and number of comorbidities, length of stay remained constant and a decrease in mortality was seen across the study period. However, hospital charges increased dramatically.
Collapse
Affiliation(s)
- Caroline E. Vonck
- Cleveland Clinic, Cleveland, OH, USA
- Case Western Reserve University, Cleveland, OH, USA
| | - Joseph E. Tanenbaum
- Cleveland Clinic, Cleveland, OH, USA
- Case Western Reserve University, Cleveland, OH, USA
| | | | | | | | | |
Collapse
|
89
|
Zygourakis CC, Liu CY, Wakam G, Moriates C, Boscardin C, Ames CP, Mummaneni PV, Ratliff J, Dudley RA, Gonzales R. Geographic and Hospital Variation in Cost of Lumbar Laminectomy and Lumbar Fusion for Degenerative Conditions. Neurosurgery 2018; 81:331-340. [PMID: 28327960 DOI: 10.1093/neuros/nyx047] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Accepted: 01/24/2017] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Spinal surgery costs vary significantly across hospitals and regions, but there is insufficient understanding of what drives this variation. OBJECTIVE To examine the factors underlying the cost variation for lumbar laminectomy/discectomy and lumbar fusions. METHODS We obtained patient information (age, gender, race, severity of illness, risk of mortality, population of county of residence, median zipcode income, insurance status, elective vs nonelective admission, length of stay) and hospital data (region, hospital type, bed size, wage index) for all patients who underwent lumbar laminectomy/discectomy (n = 181 267) or lumbar fusions (n = 433 364) for degenerative conditions in the 2001 to 2013 National Inpatient Sample database. We performed unadjusted and adjusted analyses to determine which factors affect cost. RESULTS Mean costs for lumbar laminectomy/discectomy and lumbar fusion increased from $8316 and $21 473 in 2001 (in inflation-adjusted 2013 dollars), to $11 405 and $29 438, respectively, in 2013. There was significant regional variation in cost, with the West being the most expensive region across all years and showing the steepest increase in cost over time. After adjusting for patient and hospital factors, the West was 23% more expensive than the Northeast for lumbar laminectomy/discectomy, and 25% more expensive than the Northeast for lumbar fusion ( P < .01). Higher wage index, smaller hospital bed size, and rural/urban nonteaching hospital type were also associated with higher cost for lumbar laminectomy/discectomy and fusion ( P < .01). CONCLUSION After adjusting for patient factors and wage index, the Western region, hospitals with smaller bed sizes, and rural/urban nonteaching hospitals were associated with higher costs for lumbar laminectomy/discectomy and lumbar fusion.
Collapse
Affiliation(s)
- Corinna C Zygourakis
- Department of Neurological Surgery, University of California, San Francisco, California.,Center for Healthcare Value, University of California, San Francisco, California
| | - Caterina Y Liu
- School of Medicine, University of California, San Francisco, California
| | - Glenn Wakam
- School of Medicine, University of California, San Francisco, California
| | - Christopher Moriates
- Center for Healthcare Value, University of California, San Francisco, California.,Department of Medicine, University of California, San Francisco, California
| | - Christy Boscardin
- Department of Medicine, University of California, San Francisco, California
| | - Christopher P Ames
- Department of Neurological Surgery, University of California, San Francisco, California
| | - Praveen V Mummaneni
- Department of Neurological Surgery, University of California, San Francisco, California
| | - John Ratliff
- Department of Neurosurgery, Stanford University Medical Center, Palo Alto, California
| | - R Adams Dudley
- Center for Healthcare Value, University of California, San Francisco, California.,Department of Medicine, University of California, San Francisco, California.,Philip Lee Institute for Health Policy Studies, University of California, San Francisco, California
| | - Ralph Gonzales
- Center for Healthcare Value, University of California, San Francisco, California.,Department of Medicine, University of California, San Francisco, California
| |
Collapse
|
90
|
Babington JR, Edwards A, Wright AK, Dykstra T, Friedman AS, Sethi RK. Patient-Reported Outcome Measures: Utility for Predicting Spinal Surgery in an Integrated Spine Practice. PM R 2017; 10:724-729. [PMID: 29288142 DOI: 10.1016/j.pmrj.2017.12.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2016] [Revised: 11/29/2017] [Accepted: 12/05/2017] [Indexed: 10/18/2022]
Abstract
BACKGROUND For the majority of patients, spinal surgery is an elective treatment. The decision as to whether and when to pursue surgery is complicated and influenced by myriad factors, including pain intensity and duration, impact on functional activities, referring physician recommendation, and surgeon preference. By understanding the factors that lead a patient to choose surgery, we may better understand the decision-making process, improve outcomes, and provide more effective care. OBJECTIVE To investigate the relationship between patient-reported outcome measures (PROMs) at initial physiatry clinic consultation and subsequent decision to pursue surgical treatment. We hypothesized that measures of function, pain, and mental health might identify which patients eventually elect to pursue surgical management. DESIGN Retrospective chart review study. SETTING Physiatry spine clinic in a tertiary hospital. PATIENTS A total of 395 consecutive patients meeting our inclusion criteria were assessed for the presence of chronic pain, self-perceived disability, history of prior spinal surgery, and provision of chronic opioid therapy at the time of their initial visit to the integrated spine clinic. METHODS Retrospective chart review of all patients presenting to our spine clinic between August 1, 2014, and July 31, 2015, was performed. At the initial spine clinic consultation, patients were asked to complete the General Anxiety Disorder-7 (GAD-7), Patient Health Questionnaire-8 (PHQ-8), Oswestry Disability Index (ODI), and Patient-Reported Outcomes Measurement Information System (PROMIS) 10-item short-form questionnaire. The primary outcome was surgical intervention within 18 months from their first visit to the integrated spine clinic. We surveyed all patient records until February 2017 for CPT codes associated with spinal surgery, excluding from analysis those patients who were lost to follow-up within 1 year of the index visit. Analysis focused on the risk of spinal surgery, with data points treated as both continuous and categorical variables. We used logistic regression models to determine whether PROMs, either alone or in combination, predicted later decision to pursue surgical intervention. MAIN OUTCOME MEASUREMENTS Decision to pursue spinal surgery. RESULTS The baseline PROM scores spanning functional, mental health, and pain domains were collected for 94% of the patients presenting to our spine program during the interval of this study. In total, 146 patients were excluded because of missing patient-reported outcome data or less than 1 year of follow-up, leaving 395 patients for analysis. Of these, 40.3% were male with a median age of 58 years, 4.6% presented with a history of prior spinal surgery, and 3.8% were being treated with chronic opioids at their initial consultation. Male gender (P = .01) and older age (P = .05) were associated with subsequent surgery, but no relationship was observed between measured patient-reported outcomes and decision to undergo spinal surgery within 18 months of the index visit. CONCLUSIONS Contrary to our hypothesis, this analysis demonstrates that the PROMs evaluated in this study, alone are insufficient to identify patients who may elect to pursue spinal surgery. Male gender and increasing age correlate with decision for later spinal surgery. LEVEL OF EVIDENCE II.
Collapse
Affiliation(s)
- James R Babington
- Neuroscience Institute, Section of Physical Medicine and Rehabilitation, Virginia Mason Medical Center, 1100 Ninth Ave, G2-HRB, Seattle, WA 98101.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Digestive Disease Institute, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA.,Physical Medicine and Rehabilitation, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Physical Medicine and Rehabilitation, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Department of Health Services, University of Washington, Seattle, WA
| | - Alicia Edwards
- Neuroscience Institute, Section of Physical Medicine and Rehabilitation, Virginia Mason Medical Center, 1100 Ninth Ave, G2-HRB, Seattle, WA 98101.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Digestive Disease Institute, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA.,Physical Medicine and Rehabilitation, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Physical Medicine and Rehabilitation, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Department of Health Services, University of Washington, Seattle, WA
| | - Anna K Wright
- Neuroscience Institute, Section of Physical Medicine and Rehabilitation, Virginia Mason Medical Center, 1100 Ninth Ave, G2-HRB, Seattle, WA 98101.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Digestive Disease Institute, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA.,Physical Medicine and Rehabilitation, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Physical Medicine and Rehabilitation, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Department of Health Services, University of Washington, Seattle, WA
| | - Taitea Dykstra
- Neuroscience Institute, Section of Physical Medicine and Rehabilitation, Virginia Mason Medical Center, 1100 Ninth Ave, G2-HRB, Seattle, WA 98101.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Digestive Disease Institute, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA.,Physical Medicine and Rehabilitation, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Physical Medicine and Rehabilitation, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Department of Health Services, University of Washington, Seattle, WA
| | - Andrew S Friedman
- Neuroscience Institute, Section of Physical Medicine and Rehabilitation, Virginia Mason Medical Center, 1100 Ninth Ave, G2-HRB, Seattle, WA 98101.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Digestive Disease Institute, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA.,Physical Medicine and Rehabilitation, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Physical Medicine and Rehabilitation, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Department of Health Services, University of Washington, Seattle, WA
| | - Rajiv K Sethi
- Neuroscience Institute, Section of Physical Medicine and Rehabilitation, Virginia Mason Medical Center, 1100 Ninth Ave, G2-HRB, Seattle, WA 98101.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Digestive Disease Institute, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA.,Physical Medicine and Rehabilitation, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Physical Medicine and Rehabilitation, Virginia Mason Medical Center, Seattle, WA.,Neuroscience Institute, Virginia Mason Medical Center, Seattle, WA; Department of Health Services, University of Washington, Seattle, WA
| |
Collapse
|
91
|
Tanenbaum JE, Knapik DM, Wera GD, Fitzgerald SJ. National Incidence of Patient Safety Indicators in the Total Hip Arthroplasty Population. J Arthroplasty 2017; 32:2669-2675. [PMID: 28511946 PMCID: PMC5572751 DOI: 10.1016/j.arth.2017.04.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2016] [Revised: 02/24/2017] [Accepted: 04/03/2017] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND The Centers for Medicare & Medicaid Services use the incidence of patient safety indicators (PSIs) to determine health care value and hospital reimbursement. The national incidence of PSI has not been quantified in the total hip arthroplasty (THA) population, and it is unknown if patient insurance status is associated with PSI incidence after THA. METHODS All patients in the Nationwide Inpatient Sample (NIS) who underwent THA in 2013 were identified using the International Classification of Diseases, Ninth Revision, Clinical Modification codes. The incidence of PSI was determined using the International Classification of Diseases, Ninth Revision, diagnosis code algorithms published by the Centers for Medicare & Medicaid Services and the Agency for Healthcare Research and Quality. The association of insurance status and the incidence of PSI during the inpatient episode was determined by comparing privately insured and Medicare patients with Medicaid/self-pay patients using a logistic regression model that controlled for patient demographics, patient comorbidities, and hospital characteristics. RESULTS In 2013, the NIS included 68,644 hospitalizations with primary THA performed during the inpatient episode. During this period, 429 surgically relevant PSI were recorded in the NIS. The estimated national incidence rate of PSI after primary THA was 0.63%. In our secondary analysis, the privately insured cohort had significantly lower odds of experiencing one or more PSIs relative to the Medicaid/self-pay cohort (odds ratio, 0.47; 95% confidence interval, 0.29-0.76). CONCLUSION The national incidence of PSI among THA patients is relatively low. However, primary insurance status is associated with the incidence of one or more PSIs after THA. As value-based payment becomes more widely adopted in the United States, quality benchmarks and penalty thresholds need to account for these differences in risk-adjustment models to promote and maintain access to care in the underinsured population.
Collapse
Affiliation(s)
- Joseph E. Tanenbaum
- Department of Epidemiology and Biostatistics, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA,Department of Orthopedic Surgery, University Hospital Case Medical Center, Cleveland, Ohio, USA,Corresponding Author: Joseph Tanenbaum, Department of Orthopedic Surgery, University Hospital Case Medical Center, 11100 Euclid Avenue, Cleveland, Ohio 44106, Tel: 518-369-1053,
| | - Derrick M. Knapik
- Department of Orthopedic Surgery, University Hospital Case Medical Center, Cleveland, Ohio, USA
| | - Glenn D. Wera
- Department of Orthopedic Surgery, Metro Health Medical Center, Cleveland, Ohio, USA
| | - Steven J. Fitzgerald
- Department of Orthopedic Surgery, University Hospital Case Medical Center, Cleveland, Ohio, USA
| |
Collapse
|
92
|
Li X, Veltre DR, Cusano A, Yi P, Sing D, Gagnier JJ, Eichinger JK, Jawa A, Bedi A. Insurance status affects postoperative morbidity and complication rate after shoulder arthroplasty. J Shoulder Elbow Surg 2017; 26:1423-1431. [PMID: 28190669 DOI: 10.1016/j.jse.2016.12.071] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Revised: 12/07/2016] [Accepted: 12/26/2016] [Indexed: 02/01/2023]
Abstract
BACKGROUND Shoulder arthroplasty is an effective procedure for managing patients with shoulder pain secondary to end-stage arthritis. Insurance status has been shown to be a predictor of patient morbidity and mortality. The current study evaluated the effect of patient insurance status on perioperative outcomes after shoulder replacement surgery. METHODS Data between 2004 and 2011 were obtained from the Nationwide Inpatient Sample. Analysis included patients undergoing shoulder arthroplasty (partial, total, and reverse) procedures determined by International Classification of Disease, 9th Revision procedure codes. The primary outcome was medical and surgical complications occurring during the same hospitalization, with secondary analyses of mortality and hospital charges. Additional analyses using the coarsened exact matching algorithm were performed to assess the influence of insurance type in predicting outcomes. RESULTS A data inquiry identified 103,290 shoulder replacement patients (68,578 Medicare, 27,159 private insurance, 3544 Medicaid/uninsured, 4009 other). The overall complication rate was 17.2% (n = 17,810) and the mortality rate was 0.20% (n = 208). Medicare and Medicaid/uninsured patients had a significantly higher rate of medical, surgical, and overall complications compared with private insurance using the controlled match data. Multivariate regression analysis found that having private insurance was associated with fewer overall medical complications. CONCLUSION Private insurance payer status is associated with a lower risk of perioperative medical and surgical complications compared with an age- and sex-matched Medicare and Medicaid/uninsured payer status. Mortality was not statistically associated with payer status. Primary insurance payer status should be considered as an independent risk factor during preoperative risk stratification for shoulder arthroplasty procedures.
Collapse
Affiliation(s)
- Xinning Li
- Department of Orthopaedic Surgery, Boston University School of Medicine, Boston, MA, USA.
| | - David R Veltre
- Department of Orthopaedic Surgery, Boston University School of Medicine, Boston, MA, USA
| | - Antonio Cusano
- Department of Orthopaedic Surgery, Boston University School of Medicine, Boston, MA, USA
| | - Paul Yi
- Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - David Sing
- Department of Orthopaedic Surgery, University of California San Francisco School of Medicine, San Francisco, CA, USA
| | - Joel J Gagnier
- Department of Epidemiology and Orthopaedic Surgery, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Josef K Eichinger
- Department of Orthopaedic Surgery, Medical University of South Carolina, Charleston, SC, USA
| | - Andrew Jawa
- Department of Orthopaedic Surgery, New England Baptist Hospital, Waltham, MA, USA
| | - Asheesh Bedi
- Department of Epidemiology and Orthopaedic Surgery, University of Michigan Medical School, Ann Arbor, MI, USA
| |
Collapse
|
93
|
Yuk FJ, Maniya AY, Rasouli JJ, Dessy AM, McCormick PJ, Choudhri TF. Factors Affecting Length of Stay Following Elective Anterior and Posterior Cervical Spine Surgery. Cureus 2017; 9:e1452. [PMID: 28929036 PMCID: PMC5590777 DOI: 10.7759/cureus.1452] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Background Disease of the cervical spine is widely prevalent, most commonly secondary to degenerative disc changes and spondylosis. Objective The goal of the paper was to identify a possible discrepancy regarding the length of stay (LOS) between the anterior and posterior approaches to elective cervical spine surgery and identify contributing factors. Methods A retrospective study was performed on 587 patients (341 anterior, 246 posterior) that underwent elective cervical spinal surgery between October 2001 and March 2014. Pre- and intraoperative data were analyzed. Statistical analysis was performed using GraphPad Prism 5 (GraphPad Software, Inc., La Jolla, CA) and the Statistical Package for Social Sciences (SPSS) (IBM SPSS Statistics, Armonk, NY). Results Average LOS was 3.21 ± 0.32 days for patients that benefited from the anterior approach cervical spinal surgery and 5.28 ± 0.37 days for patients that benefited from the posterior approach surgery, P-value < 0.0001. Anterior patients had lower American Society of Anesthesiologists scores (2.43 ± 0.036 vs. 2.70 ± 0.044). Anterior patients also had fewer intervertebral levels operated upon (2.18 ± 0.056 vs. 4.11 ± 0.13), shorter incisions (5.49 ± 0.093 cm vs. 9.25 ± 0.16 cm), lower estimated blood loss (EBL) (183.8 ± 9.0 cc vs. 340.0 ± 8.7 cc), and shorter procedure times (4.12 ± 0.09 hours vs. 4.47 ± 0.10 hours). Chi-squared tests for hypertension, coronary artery disease, congestive heart failure, chronic obstructive pulmonary disease, and asthma showed no significant difference between groups. Conclusions: Patients with anterior surgery performed experienced a length of stay that was 2.07 days shorter on average. Higher EBL, longer incisions, more intervertebral levels, and longer operating time were significantly associated with the posterior approach. Future studies should include multiple surgeons. The goal would be to create a model that could accurately predict the postoperative length of stay based on patient and operative factors.
Collapse
Affiliation(s)
- Frank J Yuk
- Icahn School of Medicine at Mount Sinai, Mount Sinai Medical Center
| | - Akbar Y Maniya
- Icahn School of Medicine at Mount Sinai, Mount Sinai Medical Center
| | | | - Alexa M Dessy
- Icahn School of Medicine at Mount Sinai, Mount Sinai Medical Center
| | | | | |
Collapse
|
94
|
Armenia SJ, Pentakota SR, Merchant AM. Socioeconomic factors and mortality in emergency general surgery: trends over a 20-year period. J Surg Res 2017; 212:178-186. [PMID: 28550905 DOI: 10.1016/j.jss.2017.01.015] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2016] [Revised: 11/26/2016] [Accepted: 01/18/2017] [Indexed: 11/30/2022]
Abstract
BACKGROUND Socioeconomic factors such as race, insurance, and income quartiles have been identified as independent risk factors in emergency general surgery (EGS), but this impact has not been studied over time. We sought to identify trends in disparities in EGS-related operative mortality over a 20-y period. METHODS The National Inpatient Sample was used to identify patient encounters coded for EGS in 1993, 2003, and 2013. Logistic regression models were used to examine the adjusted relationship between race, primary payer status, and median income quartiles and in-hospital mortality after adjusting for patients' age, gender, Elixhauser comorbidity score, and hospital region, size, and location-cum-teaching status. RESULTS We identified 391,040 patient encounters. In 1993, Black race was associated with higher odds of in-hospital mortality (odds ratio [95% confidence interval]: 1.35 [1.20-1.53]) than White race, although this difference dissipated in subsequent years. Medicare, Medicaid, and underinsured patients had a higher odds of mortality than those with private insurance for the entire 20-y period; only the disparity in the underinsured decreased over time (1993, 1.63 [1.35-1.98]; 2013, 1.41 [1.20-1.67]). In 2003 (1.23 [1.10-1.38]) and 2013 (1.23 [1.11-1.37]), patients from the lowest income quartile were more likely to die after EGS than patients from the highest income quartile. CONCLUSIONS Socioeconomic disparities in EGS-related operative morality followed inconsistent trends. Over time, while gaps in in-hospital mortality among Blacks and Whites have narrowed, disparities among patients belonging to lowest income quartile have worsened. Medicare and Medicaid beneficiaries continued to experience higher odds of in-hospital mortality relative to those with private insurance.
Collapse
Affiliation(s)
- Sarah J Armenia
- Department of Surgery, Rutgers New Jersey Medical School, Newark, New Jersey
| | - Sri Ram Pentakota
- Department of Surgery, Rutgers New Jersey Medical School, Newark, New Jersey
| | - Aziz M Merchant
- Department of Surgery, Rutgers New Jersey Medical School, Newark, New Jersey.
| |
Collapse
|
95
|
Outcomes Following Surgical Management of Cauda Equina Syndrome: Does Race Matter? J Racial Ethn Health Disparities 2017; 5:287-292. [DOI: 10.1007/s40615-017-0369-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2017] [Revised: 03/29/2017] [Accepted: 04/03/2017] [Indexed: 01/21/2023]
|
96
|
Wang JC, Buser Z, Fish DE, Lord EL, Roe AK, Chatterjee D, Gee EL, Mayer EN, Yanez MY, McBride OJ, Cha PI, Arnold PM, Fehlings MG, Mroz TE, Riew KD. Intraoperative Death During Cervical Spinal Surgery: A Retrospective Multicenter Study. Global Spine J 2017; 7:127S-131S. [PMID: 28451484 PMCID: PMC5400200 DOI: 10.1177/2192568217694005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
STUDY DESIGN A retrospective multicenter study. OBJECTIVE Routine cervical spine surgeries are typically associated with low complication rates, but serious complications can occur. Intraoperative death is a very rare complication and there is no literature on its incidence. The purpose of this study was to determine the intraoperative mortality rates and associated risk factors in patients undergoing cervical spine surgery. METHODS Twenty-one surgical centers from the AOSpine North America Clinical Research Network participated in the study. Medical records of patients who received cervical spine surgery from January 1, 2005, to December 31, 2011, were reviewed to identify occurrence of intraoperative death. RESULTS A total of 258 patients across 21 centers met the inclusion criteria. Most of the surgeries were done using the anterior approach (53.9%), followed by posterior (39.1%) and circumferential (7%). Average patient age was 57.1 ± 13.2 years, and there were more male patients (54.7% male and 45.3% female). There was no case of intraoperative death. CONCLUSIONS Death during cervical spine surgery is a very rare complication. In our multicenter study, there was a 0% mortality rate. Using an adequate surgical approach for patient diagnosis and comorbidities may be the reason how the occurrence of this catastrophic adverse event was prevented in our patient population.
Collapse
Affiliation(s)
| | - Zorica Buser
- University of Southern California, Los Angeles, CA, USA,Zorica Buser, Department of Orthopaedic Surgery, Elaine Stevely Hoffman Medical Research Center, Keck School of Medicine, University of Southern California, HMR 710, 2011 Zonal Ave, Los Angeles, CA 90033, USA.
| | | | | | - Allison K. Roe
- University of California Los Angeles, Santa Monica, CA, USA
| | | | - Erica L. Gee
- University of California Los Angeles, Santa Monica, CA, USA
| | - Erik N. Mayer
- University of California Los Angeles, Santa Monica, CA, USA
| | | | | | - Peter I. Cha
- University of California Los Angeles, Santa Monica, CA, USA
| | | | | | | | - K. Daniel Riew
- Columbia University, New York, NY, USA,New York-Presbyterian/The Allen Hospital, New York, NY, USA
| |
Collapse
|
97
|
Nagoshi N, Fehlings MG, Nakashima H, Tetreault L, Gum JL, Smith ZA, Hsu WK, Tannoury CA, Tannoury T, Traynelis VC, Arnold PM, Mroz TE, Gokaslan ZL, Bydon M, De Giacomo AF, Jobse BC, Massicotte EM, Riew KD. Prevalence and Outcomes in Patients Undergoing Reintubation After Anterior Cervical Spine Surgery: Results From the AOSpine North America Multicenter Study on 8887 Patients. Global Spine J 2017; 7:96S-102S. [PMID: 28451501 PMCID: PMC5400189 DOI: 10.1177/2192568216687753] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
STUDY DESIGN A multicenter, retrospective cohort study. OBJECTIVE To evaluate clinical outcomes in patients with reintubation after anterior cervical spine surgery. METHODS A total of 8887 patients undergoing anterior cervical spine surgery were enrolled in the AOSpine North America Rare Complications of Cervical Spine Surgery study. Patients with or without complications after surgery were included. Demographic and surgical information were collected for patients with reintubation. Patients were evaluated using a variety of assessment tools, including the modified Japanese Orthopedic Association scale, Nurick score, Neck Disability Index, and Short Form-36 Health Survey. RESULTS Nine cases of postoperative reintubation were identified. The total prevalence of this complication was 0.10% and ranged from 0% to 0.59% across participating institutions. The time to development of airway symptoms after surgery was within 24 hours in 6 patients and between 5 and 7 days in 3 patients. Although 8 patients recovered, 1 patient died. At final follow-up, patients with reintubation did not exhibit significant and meaningful improvements in pain, functional status, or quality of life. CONCLUSIONS Although the prevalence of reintubation was very low, this complication was associated with adverse clinical outcomes. Clinicians should identify their high-risk patients and carefully observe them for up to 2 weeks after surgery.
Collapse
Affiliation(s)
- Narihito Nagoshi
- Toronto Western Hospital, Toronto, Ontario, Canada,Keio University, Tokyo, Japan
| | - Michael G. Fehlings
- Toronto Western Hospital, Toronto, Ontario, Canada,Michael G. Fehlings, Division of Neurosurgery, Toronto Western Hospital, 399 Bathurst St, Suite 4WW-449, Toronto, Ontario, Canada M5T2S8.
| | - Hiroaki Nakashima
- Toronto Western Hospital, Toronto, Ontario, Canada,Nagoya University, Nagoya, Japan
| | | | | | - Zachary A. Smith
- Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | - Wellington K. Hsu
- Northwestern University, Feinberg School of Medicine, Chicago, IL, USA
| | | | | | | | | | | | - Ziya L. Gokaslan
- Brown University, Providence, RI, USA,Rhode Island Hospital, Providence, RI, USA,The Miriam Hospital, Providence, RI, USA,Norman Prince Neurosciences Institute, Providence, RI, USA
| | | | | | | | - Eric M. Massicotte
- Toronto Western Hospital, Toronto, Ontario, Canada,University of Toronto, Toronto, Ontario, Canada
| | - K. Daniel Riew
- Columbia University, New York, NY, USA, NewYork-Presbyterian/The Allen Hospital, New York, NY, USA
| |
Collapse
|
98
|
Effect of Surgeon Volume on Complications, Length of Stay, and Costs Following Anterior Cervical Fusion. Spine (Phila Pa 1976) 2017; 42:394-399. [PMID: 27359358 DOI: 10.1097/brs.0000000000001756] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective cohort. OBJECTIVE To identify the association between surgeon volume and inpatient complications, length of stay, and costs associated with ACF. SUMMARY OF BACKGROUND DATA Increased surgeon volume may be associated with improved outcomes after surgical procedures. However, there is a lack of information on the effect of surgeon volume on short-term outcomes after anterior cervical fusion (ACF). METHODS A retrospective cohort study of ACF patients was performed using the Nationwide Inpatient Sample (NIS) from 2003 to 2009. Surgeon volume was divided into three categories, volume <25th percentile, 25th to 74th percentile, and ≥75th percentile of surgeon volume. Multivariate regression was used to compare the rates of adverse events, hospital length of stay, and total hospital costs between surgeon volume categories. RESULTS A total of 419,212 ACF patients were identified. The 25th percentile for volume was 5 cases per year, and the 75th percentile for volume was 67 cases per year. Volume <25th percentile was associated with increased rates of any adverse event (odd ratio, OR 3.8, P < 0.001), and multiple individual complications including death (OR 2.5, P=0.014), myocardial infarction (OR4.4, P < 0.001), sepsis (OR 4.1, P < 0.001), and surgical site infection (OR 4.0, P < 0.001). Notably, volume ≥75th percentile was associated with decreased rates of any adverse event (OR 0.7, P < 0.001) and death (OR 0.6, P = 0.028). On multivariate analysis, length of stay was significantly increased by 2.3 days (P < 0.001) for surgeons <25th percentile of volume and was decreased by 0.3 days for surgeons with volume ≥75th percentile. Hospital costs were $4569 more for surgeons with <25th percentile of volume and $1213 less for surgeons with ≥75th percentile volume. CONCLUSION In this nationally representative sample, surgeons with volume <25th percentile had significantly increased complications, length of stay, and costs. Conversely, surgeons with ≥75th percentile volume experienced decreased complications, length of stay, and costs. LEVEL OF EVIDENCE 4.
Collapse
|
99
|
Elsamadicy AA, Adogwa O, Sergesketter A, Hobbs C, Behrens S, Mehta AI, Vasquez RA, Cheng J, Bagley CA, Karikari IO. Impact of Race on 30-Day Complication Rates After Elective Complex Spinal Fusion (≥5 Levels): A Single Institutional Study of 446 Patients. World Neurosurg 2017; 99:418-423. [DOI: 10.1016/j.wneu.2016.12.029] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2016] [Revised: 12/05/2016] [Accepted: 12/08/2016] [Indexed: 10/20/2022]
|
100
|
Tanenbaum JE, Alentado VJ, Miller JA, Lubelski D, Benzel EC, Mroz TE. Association between insurance status and patient safety in the lumbar spine fusion population. Spine J 2017; 17:338-345. [PMID: 27765713 PMCID: PMC5508741 DOI: 10.1016/j.spinee.2016.10.005] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Revised: 08/04/2016] [Accepted: 10/12/2016] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Lumbar fusion is a common and costly procedure in the United States. Reimbursement for surgical procedures is increasingly tied to care quality and patient safety as part of value-based reimbursement programs. The incidence of adverse quality events among lumbar fusion patients is unknown using the definition of care quality (patient safety indicators [PSI]) used by the Centers for Medicare and Medicaid Services (CMS). The association between insurance status and the incidence of PSI is similarly unknown in lumbar fusion patients. PURPOSE This study sought to determine the incidence of PSI in patients undergoing inpatient lumbar fusion and to quantify the association between primary payer status and PSI in this population. STUDY DESIGN A retrospective cohort study was carried out. PATIENT SAMPLE The sample comprised all adult patients aged 18 years and older who were included in the Nationwide Inpatient Sample (NIS) that underwent lumbar fusion from 1998 to 2011. OUTCOME MEASURE The incidence of one or more PSI, a validated and widely used metric of inpatient health-care quality and patient safety, was the primary outcome variable. METHODS The NIS data were examined for all cases of inpatient lumbar fusion from 1998 to 2011. The incidence of adverse patient safety events (PSI) was determined using publicly available lists of the International Classification of Diseases, Ninth Revision, Clinical Modification diagnosis codes. Logistic regression models were used to determine the association between primary payer status (Medicaid and self-pay relative to private insurance) and the incidence of PSI. RESULTS A total of 539,172 adult lumbar fusion procedures were recorded in the NIS from 1998 to 2011. Patients were excluded from the secondary analysis if "other" or "missing" was listed for primary insurance status. The national incidence of PSI was calculated to be 2,445 per 100,000 patient years of observation, or approximately 2.5%. In a secondary analysis, after adjusting for patient demographics and hospital characteristics, Medicaid and self-pay patients had significantly greater odds of experiencing one or more PSI during the inpatient episode relative to privately insured patients (odds ratio 1.16, 95% confidence interval 1.07-1.27). CONCLUSIONS Among patients undergoing inpatient lumbar fusion, insurance status is associated with the adverse health-care quality events used to determine hospital reimbursement by the CMS. The source of this disparity must be studied to improve the quality of care delivered to vulnerable patient populations.
Collapse
Affiliation(s)
- Joseph E Tanenbaum
- Center for Spine Health, Department of Neurosurgery, Neurological Institute, The Cleveland Clinic, 9500 Euclid Ave, S-80, Cleveland, OH 44195, USA; Case Western Reserve University School of Medicine, 2109 Adelbert Rd, Cleveland, OH 44106, USA; Department of Epidemiology and Biostatistics, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH 44106, USA.
| | - Vincent J Alentado
- Center for Spine Health, Department of Neurosurgery, Neurological Institute, The Cleveland Clinic, 9500 Euclid Ave, S-80, Cleveland, OH 44195, USA; Case Western Reserve University School of Medicine, 2109 Adelbert Rd, Cleveland, OH 44106, USA
| | - Jacob A Miller
- Center for Spine Health, Department of Neurosurgery, Neurological Institute, The Cleveland Clinic, 9500 Euclid Ave, S-80, Cleveland, OH 44195, USA; Cleveland Clinic Lerner College of Medicine, Cleveland Clinic, 9980 Carnegie Ave, Cleveland, OH 44195, USA
| | - Daniel Lubelski
- Department of Neurosurgery, Johns Hopkins University School of Medicine, 1800 Orleans St, Baltimore, MD 21287, USA
| | - Edward C Benzel
- Center for Spine Health, Department of Neurosurgery, Neurological Institute, The Cleveland Clinic, 9500 Euclid Ave, S-80, Cleveland, OH 44195, USA; Department of Neurosurgery, Cleveland Clinic, 9500 Euclid Ave, S-80, Cleveland, OH 44195, USA
| | - Thomas E Mroz
- Center for Spine Health, Department of Neurosurgery, Neurological Institute, The Cleveland Clinic, 9500 Euclid Ave, S-80, Cleveland, OH 44195, USA; Department of Neurosurgery, Cleveland Clinic, 9500 Euclid Ave, S-80, Cleveland, OH 44195, USA; Department of Orthopaedic Surgery, Cleveland Clinic, 9500 Euclid Ave, S-80, Cleveland, OH 44195, USA
| |
Collapse
|