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Jiang SH, Chaudhry NS, Nie JW, Patel S, Ansari D, Nie JZ, Shah P, Patel J, Mehta AI. Discharge within 1 day following elective single-level transforaminal lumbar interbody fusion: a propensityscore-matched analysis of predictors, complications, and readmission. Asian Spine J 2024; 18:362-371. [PMID: 38779702 PMCID: PMC11222876 DOI: 10.31616/asj.2023.0372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Revised: 01/28/2024] [Accepted: 02/12/2024] [Indexed: 05/25/2024] Open
Abstract
STUDY DESIGN This was a retrospective case-control study using 8 years of data from a nationwide database of surgical outcomes in the United States. PURPOSE This study aimed to improve our understanding of the risk factors associated with a length of stay (LOS) >1 day and aid in reducing postoperative hospitalization and complications. OVERVIEW OF LITERATURE Despite the proven safety of transforaminal lumbar interbody fusion (TLIF), some patients face prolonged postoperative hospitalization. METHODS Data were collected from the American College of Surgeons National Surgical Quality Improvement Program dataset from 2011 to 2018. The cohort was divided into patients with LOS up to 1 day (LOS ≤1 day), defined as same day or next-morning discharge, and patients with LOS >1 day (LOS >1 day). Univariable and multivariable regression analyses were performed to evaluate predictors of LOS >1 day. Propensity-score matching was performed to compare pre- and postdischarge complication rates. RESULTS A total of 12,664 eligible patients with TLIF were identified, of which 14.8% had LOS ≤1 day and 85.2% had LOS >1 day. LOS >1 day was positively associated with female sex, Hispanic ethnicity, diagnosis of spondylolisthesis, American Society of Anesthesiologists classification 3, and operation length of >150 minutes. Patients with LOS >1 day were more likely to undergo intraoperative/postoperative blood transfusion (0.3% vs. 4.5%, p<0.001) and reoperation (0.1% vs. 0.6%, p=0.004). No significant differences in the rates of postdischarge complications were found between the matched groups. CONCLUSIONS Patients with worsened preoperative status, preoperative diagnosis of spondylolisthesis, and prolonged operative time are more likely to require prolonged hospitalization and blood transfusions and undergo unplanned reoperation. To reduce the risk of prolonged hospitalization and associated complications, patients indicated for TLIF should be carefully selected.
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Affiliation(s)
- Sam H. Jiang
- Department of Neurosurgery, University of Illinois at Chicago, Chicago, IL, USA
| | - Nauman S. Chaudhry
- Department of Neurosurgery & Brain Repair, University of South Florida, Lakeland, FL, USA
| | - James W. Nie
- Department of Neurosurgery, University of Illinois at Chicago, Chicago, IL, USA
| | - Saavan Patel
- Department of Neurosurgery, University of Illinois at Chicago, Chicago, IL, USA
| | - Darius Ansari
- Department of Neurological Surgery, University of Wisconsin, Madison, WI, USA
| | - Jeffrey Z. Nie
- Department of Neurosurgery, Southern Illinois University, Springfield, IL, USA
| | - Pal Shah
- Department of Neurosurgery, University of Illinois at Chicago, Chicago, IL, USA
| | - Jaimin Patel
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD, USA
| | - Ankit I. Mehta
- Department of Neurosurgery, University of Illinois at Chicago, Chicago, IL, USA
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Adjei J, Tang M, Lipa S, Oyekan A, Woods B, Mesfin A, Hogan MV. Addressing the Impact of Race and Ethnicity on Musculoskeletal Spine Care in the United States. J Bone Joint Surg Am 2024; 106:631-638. [PMID: 38386767 DOI: 10.2106/jbjs.22.01155] [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] [Indexed: 02/24/2024]
Abstract
➤ Despite being a social construct, race has an impact on outcomes in musculoskeletal spine care.➤ Race is associated with other social determinants of health that may predispose patients to worse outcomes.➤ The musculoskeletal spine literature is limited in its understanding of the causes of race-related outcome trends.➤ Efforts to mitigate race-related disparities in spine care require individual, institutional, and national initiatives.
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Affiliation(s)
- Joshua Adjei
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Melissa Tang
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Shaina Lipa
- Department of Orthopedic Surgery, Brigham and Woman's Hospital, Boston, Massachusetts
| | - Anthony Oyekan
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Barrett Woods
- Department of Orthopedic Surgery, Rothman Orthopedic Institute at Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Addisu Mesfin
- Department of Orthopaedic Surgery, Medstar Orthopaedic Institute, Georgetown University School of Medicine, Washington, DC
| | - MaCalus V Hogan
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
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Pham TV, Kincade M, Vranceanu AM. Culturally Adapting Mind-Body Interventions for Black Individuals with Chronic Pain: Arguments and Recommendations Towards a Task-Sharing Approach. Adv Mind Body Med 2024; 37:12-19. [PMID: 38466049 PMCID: PMC11168092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Compared to non-Hispanic White individuals, non-Hispanic Black Individuals report worse chronic pain from a variety of medical issues. Among the options for non-pharmacological pain treatment, mind-body interventions (MBI) are a promising modality to help Black individuals manage their chronic pain effectively. MBIs such as mindfulness meditation improve chronic pain and chronic pain-related outcomes by shifting the individual's perception of pain away from stress-related cognitive appraisals, emotional reactions, and behaviors. MBIs may also address disparities in chronic pain outcomes between Black and White individuals because of their contextual overlap with (1) centering and contemplative prayer, (2) racial empowerment, and (3) social support. Despite this overlap, the demand for MBIs among Black individuals has generally been low due to lingering access and acceptability barriers. To reduce these barriers for Black individuals with chronic pain, we must adopt a community-engaged approach and culturally adapt MBIs for the specific historic, environmental, financial, and psychosocial needs of Black individuals. Example adaptations include increasing Black representation among MBI instructors, reducing geographical access barriers, accommodating the financial and personal realities of Black adults, and explicitly allowing relevant attitudes, practices, and terms.
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Affiliation(s)
- Tony V Pham
- Department of Psychiatry, Massachusetts General Hospital
| | - Michael Kincade
- Center for Alzheimer's Research and Treatment, Massachusetts Alzheimer's Disease Research Center
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Licciardone JC, Miller CL, Nazzal AJ, Hernandez CT, Nguyen LH, Aryal S. Racial Disparities in Opioid Use and Lumbar Spine Surgery for Chronic Pain and in Pain and Function Over 3 Years: A Retrospective Cohort Study. THE JOURNAL OF PAIN 2024; 25:659-671. [PMID: 37777036 DOI: 10.1016/j.jpain.2023.09.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 09/13/2023] [Accepted: 09/26/2023] [Indexed: 10/02/2023]
Abstract
This study aims to compare treatments and outcomes among Black and White patients with chronic low back pain in the United States. A retrospective cohort study was conducted within a pain research registry, including 1,443 participants with up to 3 years of follow-up. Pain treatments were measured at quarterly research encounters using reported current opioid use and prior lumbar spine surgery. Pain intensity and functional disability were also measured quarterly with a numerical rating scale and the Roland-Morris Disability Questionnaire, respectively. Longitudinal data were analyzed with generalized estimating equations, including multivariable models to measure temporal trends and adjust for potential confounders. The mean baseline age of participants was 53.5 years (SD, 13.1 years); 1,074 (74.4%) were female, and 260 (18.0%) were Black. In longitudinal multivariable analyses, Black participants reported more frequent current opioid use (odds ratio, 1.40; 95% confidence interval [CI], 1.03-1.91; P = .03) and less frequent lumbar spine surgery (odds ratio, .45; 95% CI, .28-.72; P < .001). Black participants also reported greater pain intensity (mean, 6.6; 95% CI, 6.3-6.9 vs mean, 5.6; 95% CI, 5.4-5.8; P < .001) and functional disability (mean, 15.3; 95% CI, 14.6-16.0 vs mean, 13.8; 95% CI, 13.2-14.3; P = .002). Racial disparities were clinically important (risk ratio = 1.28 and risk ratio = .49, respectively, for opioid use and surgery; and d = .46 and d = .24, respectively, for pain and function). Racial disparities in pain and function also widened over time. Thus, barriers to guideline-adherent and specialized pain care among Black patients may affect pain and function outcomes. Greater efforts are needed to address the observed racial disparities. PERSPECTIVE: Widening racial disparities in pain and function over time indicate that new approaches to chronic pain management are needed in the United States. Considering race as a social framework represents an emerging strategy for planning and improving pain treatment services for Black patients.
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Affiliation(s)
- John C Licciardone
- Texas College of Osteopathic Medicine, University of North Texas Health Science Center, Fort Worth, Texas
| | - Chase L Miller
- Texas College of Osteopathic Medicine, University of North Texas Health Science Center, Fort Worth, Texas
| | - Alex J Nazzal
- Texas College of Osteopathic Medicine, University of North Texas Health Science Center, Fort Worth, Texas
| | - Christian T Hernandez
- Texas College of Osteopathic Medicine, University of North Texas Health Science Center, Fort Worth, Texas
| | - Linh H Nguyen
- Texas College of Osteopathic Medicine, University of North Texas Health Science Center, Fort Worth, Texas
| | - Subhash Aryal
- School of Nursing, University of Pennsylvania, Philadelphia, Pennsylvania
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Akosman I, Kumar N, Mortenson R, Lans A, De La Garza Ramos R, Eleswarapu A, Yassari R, Fourman MS. Racial Differences in Perioperative Complications, Readmissions, and Mortalities After Elective Spine Surgery in the United States: A Systematic Review Using AI-Assisted Bibliometric Analysis. Global Spine J 2024; 14:750-766. [PMID: 37363960 PMCID: PMC10802512 DOI: 10.1177/21925682231186759] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/28/2023] Open
Abstract
STUDY DESIGN Systematic Review and Meta-analysis. OBJECTIVES To evaluate the impact of race on post-operative outcomes and complications following elective spine surgery in the United States. METHODS PUBMED, MEDLINE(R), ERIC, EMBASE, and SCOPUS were searched for studies documenting peri-operative events for White and African American (AA) patients following elective spine surgery. Pooled odds ratios were calculated for each 90-day outcome and meta-analyses were performed for 4 peri-operative events and 7 complication categories. Sub-analyses were performed for each outcome on single institution (SI) studies and works that included <100,000 patients. RESULTS 53 studies (5,589,069 patients, 9.8% AA) were included. Eleven included >100,000 patients. AA patients had increased rates of 90-day readmission (OR 1.33, P = .0001), non-routine discharge (OR 1.71, P = .0001), and mortality (OR 1.66, P = .0003), but not re-operation (OR 1.16, P = .1354). AA patients were more likely to have wound-related complications (OR 1.47, P = .0001) or medical complications (OR 1.35, P = .0006), specifically cardiovascular (OR 1.33, P = .0126), deep vein thrombosis/pulmonary embolism (DVT/PE) (OR 2.22, P = .0188) and genitourinary events (OR 1.17, P = .0343). SI studies could only detect racial differences in re-admissions and non-routine discharges. Studies with <100,000 patients replicated the above findings but found no differences in cardiovascular complications. Disparities in mortality were only detected when all studies were included. CONCLUSIONS AA patients faced a greater risk of morbidity across several distinct categories of peri-operative events. SI studies can be underpowered to detect more granular complication types (genitourinary, DVT/PE). Rare events, such as mortality, require larger sample sizes to identify significant racial disparities.
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Affiliation(s)
| | - Neerav Kumar
- Weill Cornell School of Medicine, New York, NY, USA
| | | | - Amanda Lans
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Boston, MA, USA
| | | | - Ananth Eleswarapu
- Department of Orthopaedic Surgery, Montefiore Medical Center, Bronx, NY, USA
| | - Reza Yassari
- Department of Orthopaedic Surgery, Montefiore Medical Center, Bronx, NY, USA
| | - Mitchell S. Fourman
- Department of Orthopaedic Surgery, Montefiore Medical Center, Bronx, NY, USA
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Kahveci AC, Dooley MJ, Johnson J, Mund AR. Are There Racial Disparities in Perioperative Pain? A Retrospective Study of a Gynecological Surgery Cohort. J Perianesth Nurs 2024; 39:82-86. [PMID: 37855762 PMCID: PMC10873002 DOI: 10.1016/j.jopan.2023.06.097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 06/14/2023] [Accepted: 06/27/2023] [Indexed: 10/20/2023]
Abstract
PURPOSE The purpose of this study was to examine whether racial disparities exist in immediate postoperative pain scores and intraoperative analgesic regimens in a single surgical cohort. DESIGN A single-center, retrospective analysis. METHODS This retrospective study of a single surgical cohort was conducted via chart review of the existing electronic health record. A total of 203 patients who underwent minimally invasive hysterectomy were included in the analysis. Three initially reviewed patient records were excluded from the final analysis due to the small size of their racial cohorts (two Asian or Pacific Islander and one Native American). The White patients (n = 103) and Black patients (n = 100) were compared for differences in pain scores in the postanesthesia care unit (PACU). The patients' intraoperative analgesic regimens were also compared. FINDINGS There were no significant differences between races in the postoperative pain scores in the PACU or in the analgesia administered by the anesthesia provider intraoperatively. CONCLUSIONS In this specific population, there was no evidence of racial disparities in postoperative pain or intraoperative analgesia administration. Further research is needed to understand the unique factors of the perioperative period, to see if the absence of disparities in this study is repeated in other cohorts, and to mitigate any disparities that are found.
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Affiliation(s)
- Allyson C Kahveci
- Department of Anesthesiology, Virginia Commonwealth University Health, Richmond, VA.
| | - Mary J Dooley
- College of Health Professions, Medical University of South Carolina, Charleston, SC
| | - Jada Johnson
- College of Health Professions, Medical University of South Carolina, Charleston, SC
| | - Angela R Mund
- College of Health Professions, Medical University of South Carolina, Charleston, SC
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Issa TZ, Lee Y, Toci GR, Lambrechts MJ, Kalra A, Pipa D, Canseco JA, Hilibrand AS, Vaccaro AR, Schroeder GD, Kepler CK. The role of socioeconomic factors as barriers to patient reported outcome measure completion following lumbar spine fusion. Spine J 2023; 23:1531-1539. [PMID: 37209966 DOI: 10.1016/j.spinee.2023.05.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 04/19/2023] [Accepted: 05/02/2023] [Indexed: 05/22/2023]
Abstract
BACKGROUND CONTEXT Although incorporating patient reported outcomes (PROMs) into practice allows healthcare systems to evaluate the value of care provided, research and policy reflecting PROMs can only be valid if they represent all patients. Few studies have evaluated socioeconomic barriers to PROM completion, and none have done so in a spine patient population. PURPOSE To identify patient barriers to PROM completion one year following lumbar spine fusion. STUDY DESIGN/SETTING Retrospective single-institution cohort study. PATIENT SAMPLE A total of 2,984 patients undergoing lumbar fusion between 2014 and 2020 OUTCOME MEASURES: Completion of Mental Component Score (MCS-12) and Physical Component Score (PCS-12) of Short Form-12 questionnaire 1 year postoperatively. METHODS A retrospective review was conducted of all patients undergoing 1-3-level lumbar fusion at a single urban tertiary center. PROMs were queried from our prospectively managed electronic outcomes database. Patients were considered to have complete PROMs if 1-year outcomes were available. Community-level characteristics were collected from patients' zip codes using the Economic Innovation Group Distressed Communities Index. Bivariate analyses were performed to assess factors associated with PROM incompletion along with multivariate logistic regression to control for confounders. RESULTS A total of 1,968 (66.0%) had incomplete 1-year PROMs. Patients with incomplete PROMs were more likely to be Black (14.5% vs 9.3%, p<.001), Hispanic (2.9% vs 1.6%, p=.027), reside in a distressed community (14.7% vs 8.5%, p<.001), and be active smokers (22.4% vs 15.5%, p<.001). On multivariate regression, Black race (OR: 1.46, p=.014, Hispanic ethnicity (OR: 2.19, p=.027), distressed community status (OR: 1.47, p=.024), workers' compensation status (OR: 2.82, p=.001), and active smoking (OR:1.31, p=.034) all were independently associated with PROM incompletion. Surgical characteristics, including primary surgeon, revision status, approach, and levels fused were not associated with PROM incompletion. CONCLUSIONS Social determinants of health impact completion of PROMs. Patients completing PROMs are overwhelmingly White, non-Hispanic, and reside in wealthier communities. Efforts should be taken to provide better education regarding PROMs and ensure closer follow-up of certain subgroups of patients to avoid furthering disparities in PROM research.
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Affiliation(s)
- Tariq Z Issa
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA; Feinberg School of Medicine, Northwestern University, 420 E Superior St, Chicago, IL 60611, USA.
| | - Yunsoo Lee
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - Gregory R Toci
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - Mark J Lambrechts
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - Andrew Kalra
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - David Pipa
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - Jose A Canseco
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - Alan S Hilibrand
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - Alexander R Vaccaro
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - Gregory D Schroeder
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - Christopher K Kepler
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
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Ramírez-Gonzalez M, Torres-Lugo NJ, Deliz-Jimenez D, Echegaray-Casalduc G, Ramírez N, Colón-Rodriguez E, Carro-Rivera J, De La Cruz A, Claudio-Roman Y, Massanet-Volrath J, Escobar-Medina E, Montañez-Huertas J. Efficacy of an Opioid-Sparing Perioperative Multimodal Analgesia Protocol on Posterior Lumbar Fusion in a Hispanic Population: A Randomized Controlled Trial. J Am Acad Orthop Surg 2023; 31:931-937. [PMID: 37192425 DOI: 10.5435/jaaos-d-22-00878] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Accepted: 04/11/2023] [Indexed: 05/18/2023] Open
Abstract
INTRODUCTION Posterior lumbar fusion surgery has become more common amid an aging population, with degenerative disease as its most common indication. Historically, postoperative pain control for spine surgery has relied on opioids. However, opioid use is associated with adverse effects such as dependence, respiratory depression, and altered cognition. Our study aimed to determine whether an opioid-sparing multimodal analgesia regimen (ketorolac, orphenadrine, and gabapentin) could be a viable alternative to diminish opioid use compared with a standard opioid-based regimen in Hispanic patients undergoing posterior lumbar spinal fusion. METHODS This was a randomized controlled trial of Hispanic patients scheduled to undergo elective posterior spinal fusion. Inclusion criteria included age 30 to 85 years, Hispanic ethnicity, lumbar stenosis between L1 and S1, elective posterior spinal fusion with instrumentation, American Society of Anesthesiologists Score <2, and consent to participate in the study. Patients were randomized into two groups, an experimental multimodal analgesia and control (opioid-based) treatment groups, and outcomes such as morphine milligram equivalents used, visual analog scale score, and length of hospital stay were compared between the groups. RESULTS The MMA experimental group used significantly lower amounts of opioid (measured with morphine milligram equivalent) than the opioid-based group during the 12-hour and 24-hour postoperative periods ( P -value = 0.023 and P -value = 0.033, respectively). No statistically significant difference was observed in opioid use in the 48-hour postoperative period between both groups ( P -value = 0.066). The MMA group had significantly lower VAS scores reported at the 12-hour, 24-hour, and 48-hour postoperative periods compared with the opioid-based group ( P -values = 0.016, 0.020, and 0.020, respectively). No difference was observed in the length of hospital stay between groups ( P -value = 0.169). DISCUSSION Implementing an MMA protocol in Hispanic patients undergoing posterior lumbar fusion resulted in decreased overall opioid use and decreased pain intensity compared with the opioid-based group. MMA is an effective alternative for pain control in patients who want to avoid opioid use. CLINICAL TRIAL REGISTRATION Identifier: NCT05413902.
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Affiliation(s)
- Manuel Ramírez-Gonzalez
- Twin Cities Spine Center, Minneapolis, MN (Ramirez-Gonzalez), University of Puerto Rico School of Medicine, University of Puerto Rico Medical Sciences Campus, San Juan, PR (Claudio-Roman), Department of Orthopaedic Surgery, University of Puerto Rico, Medical Sciences Campus, San Juan, PR (Deliz-Jimenez, Torres-Lugo, and Echegaray-Casalduc, Massanet-Volrath, Carro-Rivera, Escobar-Medina, De La Cruz, and Montañez-Huertas), Department of Pediatric Orthopaedic Surgery, Mayagüez Medical Center, Mayagüez, PR (Ramirez), Department of Anesthesiology, University of Puerto Rico, Medical Sciences Campus, San Juan, PR (Colon-Rodriguez)
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Nie JW, Federico VP, Hartman TJ, Zheng E, Oyetayo OO, MacGregor KR, Massel DH, Sayari AJ, Singh K. Time to achievement of minimum clinically important difference after lumbar decompression. Acta Neurochir (Wien) 2023; 165:2625-2631. [PMID: 37488399 DOI: 10.1007/s00701-023-05709-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 06/29/2023] [Indexed: 07/26/2023]
Abstract
OBJECTIVE The objective of this study is to examine factors associated with delayed time to achieve minimum clinically important difference (MCID) in patients undergoing lumbar decompression (LD) for the Patient-Reported Outcomes (PROs) of Oswestry Disability Index (ODI), Visual Analog Scale (VAS) back, and VAS leg pain. METHODS Patients undergoing LD with preoperative and postoperative ODI, VAS back, and VAS leg scores were retrospectively reviewed from April 2016 to January 2021. MCID values from previously established studies were utilized to determine MCID achievement. Kaplan-Meier survival analysis determined the time to achieve MCID. Hazard ratios from multivariable Cox regression were utilized to determine the preoperative factors predictive of MCID achievement. RESULTS Three-hundred and forty-three patients were identified undergoing LD. Overall MCID achievement rates were 67.4% for ODI, 67.1% for VAS back, and 65.0% for VAS leg. The mean time in weeks for MCID achievement was 22.52 ± 30.48 for ODI, 18.90 ± 27.43 for VAS back, and 20.96 ± 29.81 for VAS leg. Multivariable Cox regression revealed active smoker status, preoperative Patient-Reported Outcomes Measurement Information System Physical Function (PROMIS-PF), ODI, VAS Back, and VAS Leg (HR 1.03-2.14) as predictors of early MCID achievement, whereas an American Society of Anesthesiologist (ASA) classification of 2, Black ethnicity, workers' compensation, private insurance, and diagnosis of foraminal stenosis were predictors of late MCID achievement (HR 0.34-0.58). CONCLUSION Most patients undergoing LD achieved MCID within 6 months of surgery. Significant factors for early MCID achievement were active smoking status and baseline PROs. Significant factors for late MCID achievement were ASA = 2, Black ethnicity, type of insurance, and foraminal stenosis diagnosis. These factors may be considered by surgeons in setting patient expectations.
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Affiliation(s)
- James W Nie
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Vincent P Federico
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Timothy J Hartman
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Eileen Zheng
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Omolabake O Oyetayo
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Keith R MacGregor
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Dustin H Massel
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Arash J Sayari
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA
| | - Kern Singh
- Department of Orthopaedic Surgery, Rush University Medical Center, 1611 W. Harrison St. Suite #300, Chicago, IL, 60612, USA.
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Mo K, Ikwuezunma I, Mun F, Ortiz-Babilonia C, Wang KY, Suresh KV, Uppal A, Sethi I, Mesfin A, Jain A. Racial Disparities in Spine Surgery: A Systematic Review. Clin Spine Surg 2023; 36:243-252. [PMID: 35994052 DOI: 10.1097/bsd.0000000000001383] [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: 03/20/2022] [Accepted: 06/29/2022] [Indexed: 11/26/2022]
Abstract
STUDY DESIGN Systematic Review. OBJECTIVES To synthesize previous studies evaluating racial disparities in spine surgery. METHODS We queried PubMed, Embase, Cochrane Library, and Web of Science for literature on racial disparities in spine surgery. Our review was constructed in accordance with Preferred Reporting Items and Meta-analyses guidelines and protocol. The main outcome measures were the occurrence of racial disparities in postoperative outcomes, mortality, surgical management, readmissions, and length of stay. RESULTS A total of 1753 publications were assessed. Twenty-two articles met inclusion criteria. Seventeen studies compared Whites (Ws) and African Americans (AAs) groups; 14 studies reported adverse outcomes for AAs. When compared with Ws, AA patients had higher odds of postoperative complications including mortality, cerebrospinal fluid leak, nervous system complications, bleeding, infection, in-hospital complications, adverse discharge disposition, and delay in diagnosis. Further, AAs were found to have increased odds of readmission and longer length of stay. Finally, AAs were found to have higher odds of nonoperative treatment for spinal cord injury, were more likely to undergo posterior approach in the treatment of cervical spondylotic myelopathy, and were less likely to receive cervical disk arthroplasty compared with Ws for similar indications. CONCLUSIONS This systematic review of spine literature found that when compared with W patients, AA patients had worse health outcomes. Further investigation of root causes of these racial disparities in spine surgery is warranted.
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Affiliation(s)
- Kevin Mo
- Department of Orthopaedic Surgery, Johns Hopkins University, Baltimore, MD
| | - Ijezie Ikwuezunma
- Department of Orthopaedic Surgery, Johns Hopkins University, Baltimore, MD
| | - Frederick Mun
- Department of Orthopaedic Surgery, Johns Hopkins University, Baltimore, MD
| | | | - Kevin Y Wang
- Department of Orthopaedic Surgery, Johns Hopkins University, Baltimore, MD
| | - Krishna V Suresh
- Department of Orthopaedic Surgery, Johns Hopkins University, Baltimore, MD
| | | | | | - Addisu Mesfin
- Department of Orthopaedic Surgery, University of Rochester
| | - Amit Jain
- Department of Orthopaedic Surgery, Johns Hopkins University, Baltimore, MD
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Issa TZ, Lambrechts MJ, Canseco JA, Hilibrand AS, Kepler CK, Vaccaro AR, Schroeder GD. Reporting demographics in randomized control trials in spine surgery - we must do better. Spine J 2023; 23:642-650. [PMID: 36400397 DOI: 10.1016/j.spinee.2022.11.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 10/07/2022] [Accepted: 11/08/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND CONTEXT Demographic factors contribute significantly to spine surgery outcomes. Although race and ethnicity are not proxies for disease states, the intersection between these patient characteristics and socioeconomic status significantly impact patient outcomes. PURPOSE The purpose of this study is to investigate the frequency of demographic reporting and analysis in randomized controlled clinical trials (RCTs) published in the three highest impact spine journals. STUDY DESIGN Systematic review. PATIENT SAMPLE We analyzed 278 randomized control trials published in The Spine Journal, Spine, and Journal of Neurosurgery: Spine between January 2012 - January 2022. OUTCOME MEASURES Extracted manuscript characteristics included the frequency of demographic reporting, sample size, and demographic composition of studies. METHODS We conducted a systematic review of RCTs published between January 2012 - January 2022 in the three highest impact factor spine journals in 2021: The Spine Journal, Spine, and Journal of Neurosurgery: Spine. We determined if age, gender, BMI, race, and ethnicity were reported and analyzed for each study. The overall frequency of demographic reporting was assessed, and the reporting trends were analyzed for each individual year and journal. Among studies that did report demographics, the populations were analyzed in comparison to the national population per United States (US) census reports. Studies were evaluated for bias using Cochrane risk-of-bias. RESULTS Our search identified 278 RCTs for inclusion. 166 were published in Spine, 65 in The Spine Journal, and 47 in Journal of Neurosurgery: Spine. Only 9.35% (N=26) and 3.9% (N=11) of studies reported race and ethnicity, respectively. Demographic reporting frequency did not vary based on the publishing journal. Reporting of age and BMI increased over time, but reporting of race and ethnicity did not. Among RCTs that reported race, 88% were conducted in the US, and 85.71% of the patients in these US studies were White. White subjects were overly represented compared to the US population (85.71% vs. 61.63%, p<.001), and non-White or Black patients were most underrepresented (2.89% vs. 25.96%, p<.001). CONCLUSIONS RCTs published in the three highest impact factor spine journals failed to frequently report patient race or ethnicity. Among studies published in the US, study populations are increasingly represented by non-Hispanic White patients. As we strive to care for an increasingly diverse population and reduce disparities to care, spine surgeons must do a better job reporting these variables to increase the external validity and generalizability of RCTs.
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Affiliation(s)
- Tariq Ziad Issa
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, 925 Chestnut St., Philadelphia, MO19107, USA
| | - Mark J Lambrechts
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, 925 Chestnut St., Philadelphia, MO19107, USA.
| | - Jose A Canseco
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, 925 Chestnut St., Philadelphia, MO19107, USA
| | - Alan S Hilibrand
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, 925 Chestnut St., Philadelphia, MO19107, USA
| | - Christopher K Kepler
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, 925 Chestnut St., Philadelphia, MO19107, USA
| | - Alexander R Vaccaro
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, 925 Chestnut St., Philadelphia, MO19107, USA
| | - Gregory D Schroeder
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, 925 Chestnut St., Philadelphia, MO19107, USA
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Zelenty WD, Paek S, Dodo Y, Sarin M, Shue J, Soffin E, Lebl DR, Cammisa FP, Girardi FP, Sokunbi G, Sama AA, Hughes AP. Utilization Trends of Intraoperative Neuromonitoring for Anterior Cervical Discectomy and Fusion in New York State. Spine (Phila Pa 1976) 2023; 48:492-500. [PMID: 36576864 DOI: 10.1097/brs.0000000000004569] [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: 08/11/2022] [Accepted: 12/04/2022] [Indexed: 12/29/2022]
Abstract
STUDY DESIGN Retrospective cohort analysis. OBJECTIVE To elucidate trends in the utilization of intraoperative neuromonitoring (IONM) during anterior cervical discectomy and fusion (ACDF) procedures in NY state using the Statewide Planning and Research Cooperative System and to determine if utilization of IONM resulted in a reduction in postoperative neurological deficits. SUMMARY OF BACKGROUND DATA IONM has been available to spinal surgeons for several decades. It has become increasingly prevalent in all facets of spinal surgery including elective ACDF procedures. The utility of IONM for preventing a neurological deficit in elective spine procedures has recently been called into question. MATERIALS AND METHODS The Statewide Planning and Research Cooperative System database were accessed to perform a retrospective cohort study comparing monitored versus unmonitored ACDF procedures between 2007 and 2018 as defined by the International Classification of Disease-9 and 10 Procedural Coding System (ICD-9 PCS, ICD-10 PCS) codes. Patient demographics, medical history, surgical intervention, pertinent in-hospital events, and urban versus rural medical centers (as defined by the United States Office of Management and Budget) were recorded. Propensity-score-matched comparisons were used to identify factors related to the utilization of IONM and risk factors for neurological deficits after elective ACDF. RESULTS A total of 70,838 [15,092 monitored (21.3%) and 55,746 (78.7%) unmonitored] patients' data were extracted. The utilization of IONM since 2007 has increased in a linear manner from 0.9% of cases in 2007 to 36.7% by 2018. Overall, baseline characteristics of patients who were monitored during cases differed significantly from unmonitored patients in age, race/ethnicity, insurance type, presence of myelopathy or radiculopathy, and Charlson Comorbidity Index; however, only race/ethnicity was statistically significant when analyzed using propensity-score-matched. When comparing urban and rural medical centers, there is a significant lag in the adoption of the technology with no monitored cases in rural centers until 2012 with significant fluctuations in utilization compared with steadily increasing utilization among urban centers. From 2017 to 2018, reporting of neurological deficits after surgery resembled literature-established norms. Pooled analysis of these years revealed that the incidence of neurological complications occurred more frequently in monitored cases than in unmonitored (3.0% vs. 1.4%, P < 0.001). CONCLUSIONS The utility of IONM for elective ACDF remains uncertain; however, it continues to gain popularity for routine cases. For medical centers that lack similar resources to centers in more densely populated regions of NY state, reliable access to this technology is not a certainty. In our analysis of intraoperative neurological complications, it seems that IONM is not protective against neurological injury.
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Affiliation(s)
- William D Zelenty
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Samuel Paek
- Geisinger Commonwealth School of Medicine, Scranton, PA
| | - Yusuke Dodo
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
- Department of Orthopedic Surgery, School of Medicine, Showa University Hospital, Tokyo, Japan
| | - Michele Sarin
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Jennifer Shue
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Ellen Soffin
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Darren R Lebl
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Frank P Cammisa
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Federico P Girardi
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Gbolabo Sokunbi
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Andrew A Sama
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
| | - Alexander P Hughes
- Orthopaedic Surgery, Spine Care Institute, Hospital for Special Surgery, New York, NY
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13
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Derakhshan A, Shaye D, McCarty JC, Nellis J, -Lyford Pike S, Hadlock TA, Gadkaree SK. Surgical Management of Facial Paralysis: Demographic and Socioeconomic Associations. Facial Plast Surg Aesthet Med 2023; 25:165-171. [PMID: 36099197 DOI: 10.1089/fpsam.2021.0353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Objective: To determine demographic and socioeconomic variables associated with whether surgery is performed for patients with facial paralysis (FP). Background: Management of FP may include elective surgery dependent on patient goals of care and physician experience. Methods: The 2016 State Inpatient Database and State Ambulatory Surgery Services Database for six states were queried to identify patients with FP. These patients were then stratified based on receiving surgery for FP. Demographic and socioeconomic information was collected. Multivariable logistic regression modeling was used to identify predictors of undergoing FP surgery, as well as the hospital setting in which surgery was performed. Results: Of 20,218 patients with FP, 515 underwent surgery. Black patients were significantly less likely to undergo surgery (p < 0.001), as were patients with Medicaid or self-pay insurance (p < 0.001). Those living in rural areas were also less likely to receive surgery (p = 0.001). Individuals receiving surgery in the inpatient setting were more likely to have private insurance, whereas those in the ambulatory setting were more likely to have Medicare (p < 0.001). Conclusion: Several variables are correlated with whether FP is managed surgically, including insurance status, race, and type of residential area.
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Affiliation(s)
- Adeeb Derakhshan
- Division of Facial Plastic and Reconstructive Surgery, Department of Otolaryngology Head and Neck Surgery, Harvard Medical School, Massachusetts Eye and Ear, Boston, Massachusetts, USA
- Department of Otolaryngology Head and Neck Surgery, Division of Facial Plastic and Reconstructive Surgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - David Shaye
- Division of Facial Plastic and Reconstructive Surgery, Department of Otolaryngology Head and Neck Surgery, Harvard Medical School, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Justin C McCarty
- Department of Surgery, St. Elizabeth's Medical Center, Tufts University School of Medicine, Boston, Massachusetts, USA
- Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Jason Nellis
- Department of Otolaryngology Head and Neck Surgery, Division of Facial Plastic and Reconstructive Surgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Sofia -Lyford Pike
- Division of Facial Plastic and Reconstructive Surgery, Department of Otolaryngology Head and Neck Surgery, University of Minnesota, Minneapolis, Minnesota, USA
| | - Tessa A Hadlock
- Division of Facial Plastic and Reconstructive Surgery, Department of Otolaryngology Head and Neck Surgery, Harvard Medical School, Massachusetts Eye and Ear, Boston, Massachusetts, USA
| | - Shekhar K Gadkaree
- Division of Facial Plastic and Reconstructive Surgery, Department of Otolaryngology Head and Neck Surgery, University of Minnesota, Minneapolis, Minnesota, USA
- Division of Facial Plastic and Reconstructive Surgery, Department of Otolaryngology Head and Neck Surgery, University of Miami, Miami, Florida, USA
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Volaski HA, Sharfman ZT, Shah P, Eleswarapu A, Geller DS, Krystal J. Do racial disparities exist in a spine surgery practice that serves a predominately minority population? Outcomes of transforaminal lumbar interbody fusion: A retrospective review. NORTH AMERICAN SPINE SOCIETY JOURNAL (NASSJ) 2022; 12:100171. [PMID: 36185343 PMCID: PMC9520264 DOI: 10.1016/j.xnsj.2022.100171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Revised: 08/23/2022] [Accepted: 09/09/2022] [Indexed: 11/25/2022]
Abstract
Background Racial minority status is associated with inferior peri-operative outcomes following spinal fusion. Findings have largely been reported within institutions serving few minority patients. This study aimed to identify if racial disparities exist for transforaminal lumbar interbody fusion (TLIF) procedures within an urban academic medical center which serves a majority non-White population. Methods This is a retrospective review of patients who underwent a TLIF procedure at our institution between 06/2016-10/2019. Primary outcome measures included length of stay (LOS), discharge disposition, 30-day return to the emergency department (ED), 30-day readmission rate, and 30-day complication rates. One-hundred-fifty-six patients (female: male, 99: 57) met inclusion criteria. Demographic and clinical data (body mass index (BMI), comorbidities, preoperative lab values) were compared. Results The mean LOS was 6.2, 5.9, and 6 days in the White, Hispanic, and Black cohorts, respectively (p = 0.92). There were no differences in discharge disposition between groups (p = 0.52). Thirty-day post-operative complication rates did not differ between groups (p > 0.07). Readmission rates did not differ between groups (p > 0.05). ED visits were more prevalent in the Hispanic group with 16 visits as compared to 8 and 4 in the White and Black groups respectively (p = 0.01). Conclusions We found no racial disparities in terms of LOS, discharge disposition, or 30-day readmission rates. Hispanic patients demonstrated an increased utilization of the ED in the early post-operative period. Efforts to overcome language barriers, communicate instructions clearly, and outline post-operative expectations and plans may prevent the need for post-operative ED visits.
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15
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Brown NJ, Jammal OA, Himstead A, Shahrestani S, Yang C, Patel NA, Gendreau JL, Sahyouni R, Diaz-Aguilar LD, Pham MH. Demographic Predictors of Treatment and Complications for Adult Spinal Deformity: An Analysis of the National Inpatient Sample. Clin Neurol Neurosurg 2022; 222:107423. [PMID: 36063642 DOI: 10.1016/j.clineuro.2022.107423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 08/18/2022] [Accepted: 08/20/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE To examine the role of demographics on surgical management and inpatient complications in patients with spinal deformity between 2010 and 2014 via retrospective analysis. METHODS Data were obtained from the National Inpatient Sample (NIS). International Classification of Diseases 9th revision codes were used to identify patients with a primary diagnosis of adult spinal deformity (ASD). Multivariable Poisson regression analyses were used to determine whether any individual demographic variables were predictive of surgical management, surgical complexity, postoperative complications and revision operations. RESULTS 17,433 patients were identified for analysis. Surgical intervention was performed for 94.5% of patients with a primary diagnosis of ASD. Patients at urban teaching hospitals were the most likely to receive surgery (OR= 2.13; 95% CI 1.51-2.95; p < 0.001) relative to rural patients. Female patients were the majority undergoing surgery and were more likely to receive a complication or require a revision when controlling for surgical complexity. Medicare patients were the least likely to undergo surgery and the most likely to receive complex fusion when undergoing an operation. Medicare patients were the least likely to experience complications (OR=0.89; 95% CI 0.80-0.98; p = 0.022) after adjusting for surgical complexity. With regards to race and ethnicity, Hispanics had a decreased likelihood of receiving a revision surgery. CONCLUSION There were substantial differences in rates of surgical management, postoperative complications, and revisions among individuals of different demographics including sex, insurance status, ethnicity and hospital teaching status. Further research evaluating the effect of demographics in spine surgery is warranted to fully understand their influence on patient outcomes.
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Mohanty S, Harowitz J, Lad MK, Rouhi AD, Casper D, Saifi C. Racial and Social Determinants of Health Disparities in Spine Surgery Affect Preoperative Morbidity and Postoperative Patient Reported Outcomes: Retrospective Observational Study. Spine (Phila Pa 1976) 2022; 47:781-791. [PMID: 35170553 DOI: 10.1097/brs.0000000000004344] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective observational study. OBJECTIVE To elucidate racial and socioeconomic factors driving preoperative disparities in spine surgery patients. SUMMARY OF BACKGROUND DATA There are racial and socioeconomic disparities in preoperative health among spine surgery patients, which may influence outcomes for minority and low socioeconomic status (SES) populations. METHODS Presenting, postoperative day 90 (POD90), and 12-month (12M) outcome scores (PROMIS global physical and mental [GPH, GMH] and visual analog scale pain [VAS]) were collected for patients undergoing deformity arthrodesis or cervical, thoracic, or lumbar laminotomy or decompression/fusion; these procedures were the most common in our cohort. Social determinants of health for a patient's neighborhood (county, zip code, or census tract) were extracted from public databases. Multivariable linear regression with stepwise selection was used to quantify the association between a patient's preoperative GPH score and sociodemographic variables. RESULTS Black patients presented with 1 to 3 point higher VAS pain scores (7-8 vs. 5-6) and lower (worse) GPH scores (6.5-10 vs. 11-12) than White patients (P < 0.05 for all comparisons); similarly, lower SES patients presented with 1.5 points greater pain (P < 0.0001) and 3.5 points lower GPH (P < 0.0001) than high SES patients. Patients with lowest-quartile presenting GPH scores reported 36.8% and 37.5% lower (worse) POD-90 GMH and GPH scores than the highest quartile, respectively (GMH: 12 vs. 19, P < 0.0001; GPH: 15 vs. 24, P < 0.0001); this trend extended to 12 months (GMH: 19.5 vs. 29.5, P < 0.0001; GPH: 22 vs. 30, P < 0.0001). Reduced access to primary care (B = -1.616, P < 0.0001) and low SES (B = -1.504, P = 0.001), proxied by median household value, were independent predictors of worse presenting GPH scores. CONCLUSION Racial and socioeconomic disparities in patients' preoperative physical and mental health at presentation for spine surgery are associated adversely with postoperative outcomes. Renewed focus on structural factors influencing preoperative presentation, including timeliness of care, is essential.Level of Evidence: 3.
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Affiliation(s)
- Sarthak Mohanty
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Jenna Harowitz
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Meeki K Lad
- New Jersey Medical School, Rutgers University, Newark, NJ
| | - Armaun D Rouhi
- Department of Orthopaedics, University of Pennsylvania, Philadelphia, PA
| | - David Casper
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Department of Orthopaedics, University of Pennsylvania, Philadelphia, PA
| | - Comron Saifi
- Department of Oarthopaedic Surgery, Houston Methodist Hospital, Houston, TX
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Ottesen TD, Amick M, Kapadia A, Ziatyk EQ, Joe JR, Sequist TD, Agarwal-Harding KJ. The Unmet Need for Orthopaedic Services Among American Indian and Alaska Native Communities in the United States. J Bone Joint Surg Am 2022; 104:e47. [PMID: 35104253 DOI: 10.2106/jbjs.21.00512] [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] [Indexed: 02/01/2023]
Abstract
ABSTRACT Historic and present-day marginalization has resulted in a high burden of disease and worse health outcomes for American Indian and Alaska Native (AI/AN) communities in the United States. Musculoskeletal disease is the leading cause of disability for the general population in the U.S. today. However, few have examined musculoskeletal disease burden and access to orthopaedic surgical care in the AI/AN communities. A high prevalence of hip dysplasia, arthritis, back pain, and diabetes, and a high incidence of trauma and road traffic-related mortality, suggest a disproportionately high burden of musculoskeletal pathology among the AI/AN communities and a substantial need for orthopaedic surgical services. Unfortunately, AI/AN patients face many barriers to receiving specialty care, including long travel distances and limited transportation to health facilities, inadequate staff and resources at Indian Health Service (IHS)-funded facilities, insufficient funding for referral to specialists outside of the IHS network, and sociocultural barriers that complicate health-system navigation and erode trust between patients and providers. For those who manage to access orthopaedic surgery, AI/AN patients face worse outcomes and more complications than White patients. There is an urgent need for orthopaedic surgeons to participate in improving the availability of quality orthopaedic services for AI/AN patients through training and support of local providers, volunteerism, advocating for a greater investment in the IHS Purchased/Referred Care program, expanding telemedicine capabilities, and supporting community-based participatory research activities.
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Affiliation(s)
- Taylor D Ottesen
- Harvard Global Orthopaedics Collaborative, Boston, Massachusetts
- Massachusetts General Hospital/Harvard Combined Orthopaedic Residency Program, Boston, Massachusetts
| | - Michael Amick
- Harvard Global Orthopaedics Collaborative, Boston, Massachusetts
- Yale University School of Medicine, New Haven, Connecticut
| | - Ami Kapadia
- Harvard Global Orthopaedics Collaborative, Boston, Massachusetts
- University of Texas Southwestern Medical Center, Dallas, Texas
| | - Elizabeth Q Ziatyk
- Department of Family Medicine, Chinle Comprehensive Healthcare Facility, Chinle, Arizona
| | - Jennie R Joe
- Department of Family and Community Medicine, University of Arizona Health Sciences, Tucson, Arizona
- Native American Research and Training Center, University of Arizona Health Sciences, Tucson, Arizona
| | - Thomas D Sequist
- Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Department of Healthcare Policy, Harvard Medical School, Boston, Massachusetts
| | - Kiran J Agarwal-Harding
- Harvard Global Orthopaedics Collaborative, Boston, Massachusetts
- Department of Orthopaedic Surgery, NewYork-Presbyterian/Columbia University Irving Medical Center, New York, NY
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Insurance Type is Associated with Baseline Patient-Reported Outcome Measures in Patients with Lumbar Stenosis. Spine (Phila Pa 1976) 2022; 47:737-744. [PMID: 35102118 DOI: 10.1097/brs.0000000000004326] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE To determine if insurance type is associated with differences in baseline patient-reported outcome measures (PROMs) among patients with lumbar spinal stenosis (LSS). SUMMARY OF BACKGROUND DATA PROMs are increasingly used as means to convey value. Prior research suggests that sociodemographic factors, including insurance type may influence these metrics, with patients who are more socioeconomi-cally disadvantaged reporting poorer baseline PROMs. Nonetheless, this association is yet to be evaluated among patients with spinal stenosis. METHODS Six-hundred-eight patients with LSS were identified within a major academic health system. Their baseline Patient-Reported Outcomes Measurement Information System for physical function, pain, anxiety and depression, and visual analogue scale for low back and leg pain were analyzed. Wilcoxon rank-sum testing and chi-squared testing were utilized for descriptive nonadjusted comparisons. Negative binomial regression modeling was performed with PROMs considered as dependent variables, insurance type as the primary predictor, and all other factors (e.g., Charlson Comorbidity Index, age, gender, race, ethnicity, language spoken, and median geospatial household income) considered as covariates. RESULTS The mean age of the cohort was 62.6 ± 14years with a female majority (50.7%). Patients with Medicaid insurance were younger, more likely to be Hispanic, and less likely to be English-speaking than those with commercial insurance or Medicare. Overall, patients with Medicaid insurance were found to have worse baseline PROMs across almost all domains, with the worst performance in Patient-Reported Outcomes Measurement Information System 10 physical global (incidence rate ration 0.88, 95% confidence interval 0.82-0.95) and mental function (incidence rate ration 0.85, 95% confidence interval 0.80-0.92). CONCLUSION LSS patients insured through Medicaid have systematically worse baseline PROMs across almost all domains as compared to those with commercial insurance and Medicare, even after adjusting for confounders. These findings have broad ranging implications for research and healthcare policy, especially when using PROMs as measures of value.
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Al Jammal OM, Shahrestani S, Delavar A, Brown NJ, Gendreau JL, Lien BV, Sahyouni R, Diaz-Aguilar LD, Shalakhti OS, Pham MH. Demographic predictors of treatments and surgical complications of lumbar degenerative diseases: An analysis of over 250,000 patients from the National Inpatient Sample. Medicine (Baltimore) 2022; 101:e29065. [PMID: 35356929 PMCID: PMC10513212 DOI: 10.1097/md.0000000000029065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 02/24/2022] [Indexed: 01/04/2023] Open
Abstract
ABSTRACT This was a national database study.To examine the role of comorbidities and demographics on inpatient complications in patients with lumbar degenerative conditions.Degenerative conditions of the lumbar spine account for the most common indication for spine surgery in the elderly population in the United States. Significant studies investigating demographic as predictors of surgical rates and health outcomes for degenerative lumbar conditions are lacking.Data were obtained from the National Inpatient Sample from 2010 to 2014 and International Classification of Diseases, 9th revision, Clinical Modification codes were used to identify patients with a primary diagnosis of degenerative lumbar condition. Patients were stratified based on demographic variables and comorbidity status. Multivariate regression analyses were used to determine whether any individual demographic variables, such as race, sex, insurance, and hospital status predicted postoperative complications.A total of 256,859 patients were identified for analysis. The rate of overall complications was found to be 16.1% with a mortality rate of 0.10%. Female, Black, Hispanic, and Asian/Pacific Islander patients had lower odds of receiving surgical treatment compared to White patients (P<.001). Medicare and Medicaid patients were less likely to be surgically managed than patients with private insurance (OR = 0.75, 0.37; P<.001, respectively). Urban hospitals were more likely to provide surgery when compared to rural hospitals (P < .001). Patients undergoing fusion had more complications than decompression alone (P < .001). Females, Medicare insurance status, Medicaid insurance status, urban hospital locations, and certain geographical locations were found to predict postoperative complications (P < .001).There were substantial differences in surgical management and postoperative complications among individuals of different sex, races, and insurance status. Further investigation evaluating the effect of demographics in spine surgery is warranted to fully understand their influence on patient complications.
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Affiliation(s)
- Omar M Al Jammal
- Department of Neurosurgery, University of California San Diego School of Medicine, San Diego, CA,Keck School of Medicine of the University of Southern California, Los Angeles, CA,Department of Medical Engineering, California Institute of Technology, Pasadena, CA,University of California Irvine School of Medicine, Irvine, CA,Department of Biomedical Engineering, Johns Hopkins Whiting School of Engineering, Baltimore, MD
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Socioeconomic and Psychosocial Predictors of Magnetic Resonance Imaging Following Cervical and Thoracic Spine Trauma in the United States. World Neurosurg 2022; 161:e757-e766. [DOI: 10.1016/j.wneu.2022.02.093] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 02/21/2022] [Accepted: 02/22/2022] [Indexed: 11/23/2022]
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Cardinal T, Bonney PA, Strickland BA, Lechtholz-Zey E, Mendoza J, Pangal DJ, Liu J, Attenello F, Mack W, Giannotta S, Zada G. Disparities in the Surgical Treatment of Adult Spine Diseases: A Systematic Review. World Neurosurg 2021; 158:290-304.e1. [PMID: 34688939 DOI: 10.1016/j.wneu.2021.10.121] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 10/14/2021] [Accepted: 10/15/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Our goal was to systematically review the literature on racial/ethnic, insurance, and socioeconomic disparities in adult spine surgery in the United States and analyze potential areas for improvement. METHODS We conducted a database search of literature published between January 1990 and July 2020 using PRISMA guidelines for all studies investigating a disparity in any aspect of adult spine surgery care analyzed based on race/ethnicity, insurance status/payer, or socioeconomic status (SES). RESULTS Of 2679 articles identified through database searching, 775 were identified for full-text independent review by 3 authors, from which a final list of 60 studies were analyzed. Forty-three studies analyzed disparities based on patient race/ethnicity, 32 based on insurance status, and 8 based on SES. Five studies assessed disparities in access to care, 15 examined surgical treatment, 35 investigated in-hospital outcomes, and 25 explored after-discharge outcomes. Minority patients were less likely to undergo surgery but more likely to receive surgery from a low-volume provider and experience postoperative complications. White and privately insured patients generally had shorter hospital length of stay, were more likely to undergo favorable/routine discharge, and had lower rates of in-hospital mortality. After discharge, white patients reported better outcomes than did black patients. Thirty-three studies (55%) reported no disparities within at least 1 examined metric. CONCLUSIONS This comprehensive systematic review underscores ongoing potential for health care disparities among adult patients in spinal surgery. We show a need for continued efforts to promote equity and cultural competency within neurologic surgery.
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Affiliation(s)
- Tyler Cardinal
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA.
| | - Phillip A Bonney
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Ben A Strickland
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Elizabeth Lechtholz-Zey
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Jesse Mendoza
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Dhiraj J Pangal
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - John Liu
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Frank Attenello
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - William Mack
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Steven Giannotta
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Gabriel Zada
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
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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: 20] [Impact Index Per Article: 6.7] [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.
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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
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Taylor GA, Oresanya LB, Kling SM, Saxena V, Mutter O, Raman S, Cho EY, Deitrick P, Philp MM, Sanserino K, Kuo LE. Rethinking the routine: Preoperative laboratory testing among American Society of Anesthesiologists class 1 and 2 patients before low-risk ambulatory surgery in the 2017 National Surgical Quality Improvement Program cohort. Surgery 2021; 171:267-274. [PMID: 34465470 DOI: 10.1016/j.surg.2021.07.036] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 07/01/2021] [Accepted: 07/27/2021] [Indexed: 12/19/2022]
Abstract
BACKGROUND Routine preoperative laboratory testing is not recommended for American Society of Anesthesiologists classification 1 or 2 patients before low-risk ambulatory surgery. METHODS The 2017 National Surgical Quality Improvement Program data set was retrospectively queried for American Society of Anesthesiologists class 1 and 2 patients who underwent low-risk, elective outpatient anorectal, breast, endocrine, gynecologic, hernia, otolaryngology, oral-maxillofacial, orthopedic, plastic/reconstructive, urologic, and vascular operations. Preoperative laboratory testing was defined as any chemistry, hematology, coagulation, or liver function studies obtained ≤30 days preoperatively. Demographics, comorbidities, and outcomes were compared between those with and without testing. The numbers needed to test to prevent serious morbidity or any complication were calculated. Laboratory testing costs were estimated using Centers for Medicare and Medicaid Services data. RESULTS Of 111,589 patients studied, 57,590 (51.6%) received preoperative laboratory testing; 26,709 (46.4%) had at least 1 abnormal result. Factors associated with receiving preoperative laboratory testing included increasing age, female sex, non-White race/ethnicity, American Society of Anesthesiologists class 2, diabetes, dyspnea, hypertension, obesity, and steroid use. Mortality did not differ between patients with and without testing. The complication rate was 2.5% among tested patients and 1.7% among patients without tests (P < .01). The numbers needed to test was 599 for serious morbidity and 133 for any complication. An estimated $373 million annually is spent on preoperative laboratory testing in this population. CONCLUSION Despite American Society of Anesthesiologists guidelines, a majority of American Society of Anesthesiologists class 1 and 2 patients undergo preoperative laboratory testing before elective low-risk outpatient surgery. The differences in the rates of complications between patients with and without testing is low. Preoperative testing should be used more judiciously in this population, which may lead to cost savings.
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Affiliation(s)
- George A Taylor
- Department of Surgery, Temple University Hospital, Philadelphia, PA
| | - Lawrence B Oresanya
- Department of Surgery, Temple University Hospital, Philadelphia, PA; Lewis Katz School of Medicine at Temple University, Philadelphia, PA
| | - Sarah M Kling
- Department of Surgery, Temple University Hospital, Philadelphia, PA
| | - Vishal Saxena
- Department of Surgery, Temple University Hospital, Philadelphia, PA; Lewis Katz School of Medicine at Temple University, Philadelphia, PA
| | - Olga Mutter
- Department of Obstetrics, Gynecology, and Reproductive Services, Temple University Hospital, Philadelphia, PA
| | - Swathi Raman
- Lewis Katz School of Medicine at Temple University, Philadelphia, PA
| | - Eric Y Cho
- Department of Surgery, Temple University Hospital, Philadelphia, PA
| | - Paul Deitrick
- Lewis Katz School of Medicine at Temple University, Philadelphia, PA; Department of Oral and Maxillofacial Surgery, Temple University Hospital, Philadelphia, PA
| | - Matthew M Philp
- Department of Surgery, Temple University Hospital, Philadelphia, PA; Lewis Katz School of Medicine at Temple University, Philadelphia, PA
| | - Kathryne Sanserino
- Department of Obstetrics and Gynecology, Stanford University School of Medicine, Stanford, CA
| | - Lindsay E Kuo
- Department of Surgery, Temple University Hospital, Philadelphia, PA; Lewis Katz School of Medicine at Temple University, Philadelphia, PA.
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24
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Patel J, Pennington Z, Hersh AM, Hung B, Schilling A, Antar A, Elsamadicy AA, de la Garza Ramos R, Lubelski D, Larry Lo SF, Sciubba DM. Drivers of Readmission and Reoperation After Surgery for Vertebral Column Metastases. World Neurosurg 2021; 154:e806-e814. [PMID: 34389529 DOI: 10.1016/j.wneu.2021.08.015] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 08/02/2021] [Accepted: 08/03/2021] [Indexed: 12/27/2022]
Abstract
OBJECTIVE To determine those clinical, demographic, and operative factors that predict 30-day unplanned reoperation and readmission within a population of adults who underwent spinal metastasis surgery at a comprehensive cancer center. METHODS Adults who underwent spinal metastasis surgery at a comprehensive cancer center were analyzed. Data included baseline laboratory values, cancer history, demographics, operative characteristics and medical comorbidities. Medical comorbidities were quantified using the modified Charlson Comorbidity Index (CCI). Values associated with the outcomes of interest were then subjected to multivariable logistic regression to identify independent predictors of readmission and reoperation. RESULTS A total of 345 cases were identified. Mean age was 59.4 ± 11.7 years, 56% were male, and the racial makeup was 64% white, 29% black, and 7.3% other. Forty-two patients (12.2%) had unplanned readmissions, most commonly for wound infection with dehiscence (14.2%), venous thromboembolism (14.2%), and bowel obstruction/complication (11.9%). Thirteen patients required reoperation (4%), most commonly for wound infection with dehiscence (39%) or local recurrence (23%). Multivariable analysis showed that the modified CCI (odds ratio [OR], 1.25; 95% confidence interval [CI] 1.03-1.52; P = 0.03) was an independent predictor of 30-day readmission. Independent predictors of 30-day unplanned reoperation were: black (vs. white) race (OR, 0.08; 95% CI, 0.01-0.41; P < 0.01), length of stay (OR, 1.05 per day; 95% CI, 1.00-1.09; P = 0.04), and CCI (OR, 1.72 per point; 95% CI, 1.29-2.28; P < 0.01). CONCLUSIONS Increasing medical comorbidities is independently predictive of both 30-day unplanned readmission and reoperation after spinal metastasis surgery. Unplanned reoperation is also positively predicted by a longer index admission. Neither tumor pathology nor age predicted outcome, suggesting that poor wound-healing factors and increased surgical morbidity may best predict these adverse outcomes.
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Affiliation(s)
- Jaimin Patel
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Zach Pennington
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA; Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Andrew M Hersh
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Bethany Hung
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Andrew Schilling
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Albert Antar
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Aladine A Elsamadicy
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | | | - Daniel Lubelski
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Sheng-Fu Larry Lo
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA; Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center and North Shore University Hospital, Northwell Health, Manhasset, New York, USA
| | - Daniel M Sciubba
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA; Department of Neurosurgery, Zucker School of Medicine at Hofstra, Long Island Jewish Medical Center and North Shore University Hospital, Northwell Health, Manhasset, New York, USA.
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25
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Macki M, Hamilton T, Lim S, Telemi E, Bazydlo M, Nerenz DR, Zakaria HM, Schultz L, Khalil JG, Perez-Cruet MJ, Aleem IS, Park P, Schwalb JM, Abdulhak MM, Chang V. Disparities in outcomes after spine surgery: a Michigan Spine Surgery Improvement Collaborative study. J Neurosurg Spine 2021; 35:91-99. [PMID: 33962387 DOI: 10.3171/2020.10.spine20914] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 10/12/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Most studies on racial disparities in spine surgery lack data granularity to control for both comorbidities and self-assessment metrics. Analyses from large, multicenter surgical registries can provide an enhanced platform for understanding different factors that influence outcome. In this study, the authors aimed to determine the effects of race on outcomes after lumbar surgery, using patient-reported outcomes (PROs) in 3 areas: the North American Spine Society patient satisfaction index, the minimal clinically important difference (MCID) on the Oswestry Disability Index (ODI) for low-back pain, and return to work. METHODS The Michigan Spine Surgery Improvement Collaborative was queried for all elective lumbar operations. Patient race/ethnicity was categorized as Caucasian, African American, and "other." Measures of association between race and PROs were calculated with generalized estimating equations (GEEs) to report adjusted risk ratios. RESULTS The African American cohort consisted of a greater proportion of women with the highest comorbidity burden. Among the 7980 and 4222 patients followed up at 1 and 2 years postoperatively, respectively, African American patients experienced the lowest rates of satisfaction, MCID on ODI, and return to work. Following a GEE, African American race decreased the probability of satisfaction at both 1 and 2 years postoperatively. Race did not affect return to work or achieving MCID on the ODI. The variable of greatest association with all 3 PROs at both follow-up times was postoperative depression. CONCLUSIONS While a complex myriad of socioeconomic factors interplay between race and surgical success, the authors identified modifiable risk factors, specifically depression, that may improve PROs among African American patients after elective lumbar spine surgery.
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Affiliation(s)
- Mohamed Macki
- 1Department of Neurosurgery, Henry Ford Hospital, Detroit
| | | | - Seokchun Lim
- 1Department of Neurosurgery, Henry Ford Hospital, Detroit
| | - Edvin Telemi
- 1Department of Neurosurgery, Henry Ford Hospital, Detroit
| | | | - David R Nerenz
- 1Department of Neurosurgery, Henry Ford Hospital, Detroit
| | | | - Lonni Schultz
- 1Department of Neurosurgery, Henry Ford Hospital, Detroit
| | | | | | | | - Paul Park
- 5Neurosurgery, University of Michigan Hospital, Ann Arbor, Michigan
| | | | | | - Victor Chang
- 1Department of Neurosurgery, Henry Ford Hospital, Detroit
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26
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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: 4.0] [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.
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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
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27
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Willson LR, Klootwyk M, Rogers LG, Shearer K, Southon S, Sasseville C. Timelines for returning to physical activity following pediatric spinal surgery: recommendations from the literature and preliminary data. BMC Res Notes 2021; 14:159. [PMID: 33926530 PMCID: PMC8082610 DOI: 10.1186/s13104-021-05571-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 04/15/2021] [Indexed: 11/25/2022] Open
Abstract
Objective Participation in physical activity and sports is known to have positive implications for physical health, and for social and emotional wellbeing of children. Following corrective spinal surgery for scoliosis, the timeline for the return to activities and sports varies from surgeon to surgeon and from location to location, and return to activities can be limited due to pain, fear, and decreased flexibility. It is critical that patients know best-practice guidelines, and it is equally critical that medical professionals know whether their patients are following those guidelines. This paper includes a summary of recommendations published in the literature, and a pilot study to address a gap in the literature on determining how long, post-surgery, adolescents with idiopathic scoliosis waited before returning to various self-care and physical activities, and what factors influenced return to activities. We used a mixed-method approach that involved two phases: a questionnaire (n = 8), and subsequent interviews of some participants (n = 3). Participants were ages 14–17 (M = 15.4) and had had posterior instrumentation and fusion for scoliosis in the past 2 years. Results Some patients were cautious about return to activities, either because of emotional or medical reasons. However, in many instances, participants returned to physical activities earlier than was recommended, primarily for emotional and social reasons. Supplementary Information The online version contains supplementary material available at 10.1186/s13104-021-05571-2.
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Affiliation(s)
- Leanne R Willson
- The King's University, 9125-50 Street NW, Edmonton, AB, T6B 2H3, Canada.
| | - Madeline Klootwyk
- The King's University, 9125-50 Street NW, Edmonton, AB, T6B 2H3, Canada
| | - Laura G Rogers
- The King's University, 9125-50 Street NW, Edmonton, AB, T6B 2H3, Canada
| | - Kathleen Shearer
- Stollery Children's Hospital, 8440 112 St NW, Edmonton, AB, T6G 2B7, Canada
| | - Sarah Southon
- Stollery Children's Hospital, 8440 112 St NW, Edmonton, AB, T6G 2B7, Canada.,University of Alberta, Faculty of Nursing 4-141 Edmonton Clinic Health Academy, 11405 87 Ave, Edmonton, AB, T6G 1C9, Canada
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Association of Race with Early Outcomes of Elective Posterior Spinal Fusion for Adolescent Idiopathic Scoliosis: Propensity-Matched and Subgroup Analysis. World Neurosurg 2021; 150:e176-e181. [PMID: 33684580 DOI: 10.1016/j.wneu.2021.02.113] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Revised: 02/23/2021] [Accepted: 02/26/2021] [Indexed: 12/20/2022]
Abstract
OBJECTIVE To investigate the impact of race on 30-day postoperative complication rates of elective posterior spinal fusions (PSF) for adolescent idiopathic scoliosis (AIS). METHODS Patients who underwent PSF between 2012 and 2018 were reviewed from the American College of Surgeons National Surgical Quality Improvement Program pediatric database. Propensity score matching was utilized to evaluate whether patient race (i.e., black vs. white) was correlated with postoperative complications. RESULTS A total of 4051 PSF for AIS cases met criteria for inclusion. Of these, 3221 (79.5%) patients were white and 830 (20.5%) were black. Several baseline characteristics significantly differed between cohorts. Patients in the black cohort had a significantly higher body mass index, a greater proportion of female patients, higher ASA scores, preoperative diagnosis of asthma or cardiac risk factors, and prior use of steroids. The total number of vertebral segments fused was also greater in the black cohort. After controlling for differences in baseline characteristics with propensity score matching analysis, the only significant difference in morbidity and mortality identified was a higher incidence of venous thromboembolism among the black cohort (2.8% vs. 0.1%; P < 0.001). CONCLUSIONS In contrast to prior literature, our analysis did not identify black race as an independent risk factor for higher perioperative morbidity or mortality in patients of young age group undergoing elective PSF for AIS, except the higher incidence of venous thromboembolism. The findings of the present study suggest that previously reported perioperative morbidity and mortality outcomes in black patients may be secondary to baseline health characteristics, and not due to race itself.
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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.
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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
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Development and Validation of Cervical Prediction Models for Patient-Reported Outcomes at 1 Year After Cervical Spine Surgery for Radiculopathy and Myelopathy. Spine (Phila Pa 1976) 2020; 45:1541-1552. [PMID: 32796461 DOI: 10.1097/brs.0000000000003610] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective analysis of prospectively collected registry data. OBJECTIVE To develop and validate prediction models for 12-month patient-reported outcomes of disability, pain, and myelopathy in patients undergoing elective cervical spine surgery. SUMMARY OF BACKGROUND DATA Predictive models have the potential to be utilized preoperatively to set expectations, adjust modifiable characteristics, and provide a patient-centered model of care. METHODS This study was conducted using data from the cervical module of the Quality Outcomes Database. The outcomes of interest were disability (Neck Disability Index:), pain (Numeric Rating Scale), and modified Japanese Orthopaedic Association score for myelopathy. Multivariable proportional odds ordinal regression models were developed for patients with cervical radiculopathy and myelopathy. Patient demographic, clinical, and surgical covariates as well as baseline patient-reported outcomes scores were included in all models. The models were internally validated using bootstrap resampling to estimate the likely performance on a new sample of patients. RESULTS Four thousand nine hundred eighty-eight patients underwent surgery for radiculopathy and 2641 patients for myelopathy. The most important predictor of poor postoperative outcomes at 12-months was the baseline Neck Disability Index score for patients with radiculopathy and modified Japanese Orthopaedic Association score for patients with myelopathy. In addition, symptom duration, workers' compensation, age, employment, and ambulatory and smoking status had a statistically significant impact on all outcomes (P < 0.001). Clinical and surgical variables contributed very little to predictive models, with posterior approach being associated with higher odds of having worse 12-month outcome scores in both the radiculopathy and myelopathy cohorts (P < 0.001). The full models overall discriminative performance ranged from 0.654 to 0.725. CONCLUSIONS These predictive models provide individualized risk-adjusted estimates of 12-month disability, pain, and myelopathy outcomes for patients undergoing spine surgery for degenerative cervical disease. Predictive models have the potential to be used as a shared decision-making tool for evidence-based preoperative counselling. LEVEL OF EVIDENCE 2.
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Kaushal N, Orland KJ, Schwartz AM, Wilson JM, Fletcher ND, Patel A, Menapace B, Ramirez M, Wetzel M, Devito D, Murphy J. Effects of race on blood loss in spinal fusions for adolescent idiopathic scoliosis. J Neurosurg Pediatr 2020; 27:213-217. [PMID: 33157524 DOI: 10.3171/2020.7.peds2049] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2020] [Accepted: 07/06/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Posterior spinal fusion (PSF) for adolescent idiopathic scoliosis (AIS) can be associated with significant blood loss. It has been suggested that blood loss is greater in different racial groups. The purpose of this study was to evaluate differences in blood loss between African American and Caucasian patients undergoing PSF for AIS. METHODS A retrospective review was performed of patients aged 10-18 years with AIS who were treated with PSF from 2014 to 2017 at a single children's healthcare system. Patient demographic, radiographic, and operative data were obtained from medical records. Intraoperative blood loss was calculated using the formula described by Waters et al. Patients who declined reporting their race or had prior spinal surgery, neuromuscular or syndromic diagnoses, a history of cardiac or thoracic surgery, or a bleeding disorder were excluded. Blood loss variables were log-transformed for normality and modeled using multivariable linear regression. RESULTS A total of 433 PSFs for AIS qualified for the analysis. The average age was 14.1 years, and 73.7% of the patients were female. With respect to race, 44.6% identified themselves as African American. There was no significant difference in blood loss (p = 0.31) or blood loss per level fused (p = 0.36) in African American patients. African American patients, however, did have significantly lower preoperative hemoglobin and hematocrit levels and greater operating room time than Caucasian patients (p < 0.001). There was no difference between race and transfusion rate. CONCLUSIONS There appears to be no relationship between race and blood loss during PSF for AIS. Standardized protocols for minimizing perioperative blood loss can be applied to both Caucasian and African American patients.
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Affiliation(s)
- Neil Kaushal
- 1Department of Orthopaedics at Rutgers, New Jersey Medical School, Newark, New Jersey
| | - Keith J Orland
- 2Department of Orthopaedics, Emory University School of Medicine, Atlanta, Georgia
| | - Andrew M Schwartz
- 2Department of Orthopaedics, Emory University School of Medicine, Atlanta, Georgia
| | - Jacob M Wilson
- 2Department of Orthopaedics, Emory University School of Medicine, Atlanta, Georgia
| | - Nicholas D Fletcher
- 3Department of Orthopaedic Surgery, Children's Healthcare of Atlanta, Georgia
| | - Anuj Patel
- 2Department of Orthopaedics, Emory University School of Medicine, Atlanta, Georgia
| | - Bryan Menapace
- 4Department of Orthopaedic Surgery, University of Cincinnati Medical Center, Cincinnati, Ohio; and
| | - Michelle Ramirez
- 5Department of Orthopedic Surgery, Atlanta Medical Center, Atlanta, Georgia
| | - Martha Wetzel
- 3Department of Orthopaedic Surgery, Children's Healthcare of Atlanta, Georgia
| | - Dennis Devito
- 3Department of Orthopaedic Surgery, Children's Healthcare of Atlanta, Georgia
| | - Joshua Murphy
- 3Department of Orthopaedic Surgery, Children's Healthcare of Atlanta, Georgia
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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: 7] [Impact Index Per Article: 1.8] [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.
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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
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Macki M, Alvi MA, Kerezoudis P, Xiao S, Schultz L, Bazydlo M, Bydon M, Park P, Chang V. Predictors of patient dissatisfaction at 1 and 2 years after lumbar surgery. J Neurosurg Spine 2019; 32:373-382. [PMID: 31756702 DOI: 10.3171/2019.8.spine19260] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Accepted: 08/28/2019] [Indexed: 11/06/2022]
Abstract
OBJECTIVE As compensation transitions from a fee-for-service to pay-for-performance healthcare model, providers must prioritize patient-centered experiences. Here, the authors' primary aim was to identify predictors of patient dissatisfaction at 1 and 2 years after lumbar surgery. METHODS The Michigan Spine Surgery Improvement Collaborative (MSSIC) was queried for all lumbar operations at the 1- and 2-year follow-ups. Predictors of patients' postoperative contentment were identified per the North American Spine Surgery (NASS) Patient Satisfaction Index, wherein satisfied patients were assigned a score of 1 ("the treatment met my expectations") or 2 ("I did not improve as much as I had hoped, but I would undergo the same treatment for the same outcome") and unsatisfied patients were assigned a score of 3 ("I did not improve as much as I had hoped, and I would not undergo the same treatment for the same outcome") or 4 ("I am the same or worse than before treatment"). Multivariable Poisson generalized estimating equation models were used to report adjusted risk ratios (RRadj). RESULTS Among 5390 patients with a 1-year follow-up, 22% reported dissatisfaction postoperatively. Dissatisfaction was predicted by higher body mass index (RRadj =1.07, p < 0.001), African American race compared to white (RRadj = 1.51, p < 0.001), education level less than high school graduation compared to a high school diploma or equivalent (RRadj = 1.25, p = 0.008), smoking (RRadj = 1.34, p < 0.001), daily preoperative opioid use > 6 months (RRadj = 1.22, p < 0.001), depression (RRadj = 1.31, p < 0.001), symptom duration > 1 year (RRadj = 1.32, p < 0.001), previous spine surgery (RRadj = 1.32, p < 0.001), and higher baseline numeric rating scale (NRS)-back pain score (RRadj = 1.04, p = 0.002). Conversely, an education level higher than high school graduation, independent ambulation (RRadj = 0.90, p = 0.039), higher baseline NRS-leg pain score (RRadj = 0.97, p = 0.013), and fusion surgery (RRadj = 0.88, p = 0.014) decreased dissatisfaction.Among 2776 patients with a 2-year follow-up, 22% reported dissatisfaction postoperatively. Dissatisfaction was predicted by a non-white race, current smoking (RRadj = 1.26, p = 0.004), depression (RRadj = 1.34, p < 0.001), symptom duration > 1 year (RRadj = 1.47, p < 0.001), previous spine surgery (RRadj = 1.28, p < 0.001), and higher baseline NRS-back pain score (RRadj = 1.06, p = 0.003). Conversely, at least some college education (RRadj = 0.87, p = 0.035) decreased the risk of dissatisfaction. CONCLUSIONS Both comorbid conditions and socioeconomic circumstances must be considered in counseling patients on postoperative expectations. After race, symptom duration was the strongest predictor of dissatisfaction; thus, patient-centered measures must be prioritized. These findings should serve as a tool for surgeons to identify at-risk populations that may need more attention regarding effective communication and additional preoperative counseling to address potential barriers unique to their situation.
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Affiliation(s)
| | | | | | | | - Lonni Schultz
- 4Public Health Sciences, Henry Ford Hospital, Detroit, Michigan
| | - Michael Bazydlo
- 4Public Health Sciences, Henry Ford Hospital, Detroit, Michigan
| | - Mohamad Bydon
- 2Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota; and
| | - Paul Park
- 5Department of Neurosurgery, University of Michigan, Ann Arbor, Michigan
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Do Medicare Accountable Care Organizations Reduce Disparities After Spinal Fracture? J Surg Res 2019; 246:123-130. [PMID: 31569034 DOI: 10.1016/j.jss.2019.09.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Revised: 08/19/2019] [Accepted: 09/05/2019] [Indexed: 11/21/2022]
Abstract
BACKGROUND National changes in health care disparities within the setting of trauma care have not been examined within Accountable Care Organizations (ACOs) or non-ACOs. We sought to examine the impact of ACOs on post-treatment outcomes (in-hospital mortality, 90-day complications, and readmissions), as well as surgical intervention among whites and nonwhites treated for spinal fractures. MATERIALS AND METHODS We identified all beneficiaries treated for spinal fractures between 2009 and 2014 using national Medicare fee for service claims data. Claims were used to identify sociodemographic and clinical criteria, receipt of surgery and in-hospital mortality, 90-day complications, and readmissions. Multivariable logistic regression analysis accounting for all confounders was used to determine the effect of race/ethnicity on outcomes. Nonwhites were compared with whites treated in non-ACOs between 2009 and 2011 as the referent. RESULTS We identified 245,704 patients who were treated for spinal fractures. Two percent of the cohort received care in an ACO, whereas 7% were nonwhite. We found that disparities in the use of surgical fixation for spinal fractures were present in non-ACOs over the period 2009-2014 but did not exist in the context of care provided through ACOs (odds ratio [OR] 0.75; 95% confidence interval [CI] 0.44, 1.28). A disparity in the development of complications existed for nonwhites in non-ACOs (OR 1.09; 95% CI 1.01, 1.17) that was not encountered among nonwhites receiving care in ACOs (OR 1.32; 95% CI 0.90, 1.95). An existing disparity in readmission rates for nonwhites in ACOs over 2009-2011 (OR 1.34; 95% CI 1.01, 1.80) was eliminated in the period 2012-2014 (OR 0.85; 95% CI 0.65, 1.09). CONCLUSIONS Our work reinforces the idea that ACOs could improve health care disparities among nonwhites. There is also the potential that as ACOs become more familiar with care integration and streamlined delivery of services, further improvements in disparities could be realized.
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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: 62] [Impact Index Per Article: 12.4] [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.
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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
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Meints SM, Cortes A, Morais CA, Edwards RR. Racial and ethnic differences in the experience and treatment of noncancer pain. Pain Manag 2019; 9:317-334. [PMID: 31140916 PMCID: PMC6587104 DOI: 10.2217/pmt-2018-0030] [Citation(s) in RCA: 113] [Impact Index Per Article: 22.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2018] [Accepted: 12/12/2018] [Indexed: 12/11/2022] Open
Abstract
The burden of pain is unequal across racial and ethnic groups. In addition to racial and ethnic differences in the experience of pain, there are racial and ethnic disparities in the assessment and treatment of pain. In this article, we provide a nonexhaustive review of the biopsychosocial mechanistic factors contributing to racial and ethnic differences in both the experience and treatment of pain. Using a modified version of the Socioecological Model, we focus on patient-, provider- and system-level factors including coping, perceived bias and discrimination, patient preferences, expectations, patient/provider communication, treatment outcomes and healthcare access. In conclusion, we provide psychosocial factors influencing racial and ethnic differences in pain and highlight future research targets and possible solutions to reduce these disparities.
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Affiliation(s)
- Samantha M Meints
- Department of Anesthesiology, Pain Management Center, Brigham & Women’s Hospital, Harvard Medical School, Chestnut Hill, MA 02467, USA
- Orthopaedic and Arthritis Center for Outcomes Research, Department of Orthopaedic Surgery, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Alejandro Cortes
- Orthopaedic and Arthritis Center for Outcomes Research, Department of Orthopaedic Surgery, Brigham & Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Calia A Morais
- Department of Psychology, The University of Alabama, Tuscaloosa, AL 35487, USA
| | - Robert R Edwards
- Department of Anesthesiology, Pain Management Center, Brigham & Women’s Hospital, Harvard Medical School, Chestnut Hill, MA 02467, USA
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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: 3.7] [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.
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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
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Universal insurance and an equal access healthcare system eliminate disparities for Black patients after traumatic injury. Surgery 2018; 163:651-656. [DOI: 10.1016/j.surg.2017.09.045] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Revised: 09/05/2017] [Accepted: 09/13/2017] [Indexed: 11/23/2022]
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Schoenfeld AJ, Jiang W, Harris MB, Cooper Z, Koehlmoos T, Learn PA, Weissman JS, Haider AH. Association Between Race and Postoperative Outcomes in a Universally Insured Population Versus Patients in the State of California. Ann Surg 2017; 266:267-273. [DOI: 10.1097/sla.0000000000001958] [Citation(s) in RCA: 82] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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40
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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: 2.0] [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]
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Abstract
STUDY DESIGN A retrospective cohort analysis of prospectively collected clinical data. OBJECTIVE The aim of this study was to assess the effect of race on outcomes in patients undergoing elective laminectomy and/or fusion spine surgery. SUMMARY OF BACKGROUND DATA Studies that have looked at the effect of race on spine surgery outcomes have failed to take into account baseline risk factors that may influence peri-operative outcomes. METHODS We identified 48,493 adult patients who underwent elective spine surgery consisting of elective laminectomy and/or fusion, from 2006 to 2012, at hospitals participating in the American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP), a prospectively collected, national clinical database with established reproducibility and validity. Pre- and intraoperative characteristics and 30-day outcomes were stratified by race. We used propensity scores to match African-American and Caucasian patients on all pre- and intraoperative factors, including by principal diagnosis leading to surgery as well as surgery performed. We used regular and conditional logistic regression to predict the effect of race on adverse postoperative outcomes in the full sample and matched sample. RESULTS Caucasians comprised 82% of our sample. We found no differences in the incidence of pre- and intraoperative factors when comparing Caucasian patients with all minority patients, and only minimal increased odds for prolonged length of length of hospitalization (LOS) and discharge with continued care. However, African-American patients, who comprised 39% of our minority sample, had more preoperative comorbidities than Caucasian patients. Even after eliminating all differences between pre- and intraoperative factors between Caucasian and African-American patients, African-American patients continued to have LOS that was, on average, one day longer than Caucasian patients. African-American patients also had higher odds for major complications [odds ratio (OR) = 1.3; 95% confidence interval (95% CI) 1.1-1.6], and to be discharged requiring continued care (OR = 2.3; 95% CI 1.8-2.8). CONCLUSION African-American race is independently associated with prolonged LOS, major complications, and a need to be discharged with continued care in patients undergoing elective spine surgery. LEVEL OF EVIDENCE 3.
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Elsamadicy AA, Adogwa O, Fialkoff J, Mehta AI, Vasquez RA, Cheng J, Bagley CA, Karikari IO. Race as an Independent Predictor of Temporal Delay in Time to Diagnosis and Treatment in Patients with Cervical Stenosis: A Study of 133 Patients with Anterior Cervical Discectomy and Fusion. World Neurosurg 2016; 96:107-110. [DOI: 10.1016/j.wneu.2016.08.070] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2016] [Revised: 08/15/2016] [Accepted: 08/17/2016] [Indexed: 10/21/2022]
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The effect of short (2-weeks) versus long (6-weeks) post-operative restrictions following lumbar discectomy: a prospective randomized control trial. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2016; 26:905-912. [DOI: 10.1007/s00586-016-4821-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2016] [Revised: 09/21/2016] [Accepted: 10/13/2016] [Indexed: 10/20/2022]
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Schoenfeld AJ, Zhang D, Walley KC, Bono CM, Harris MB. The influence of race and hospital environment on the care of patients with cervical spine fractures. Spine J 2016; 16:602-7. [PMID: 26606991 DOI: 10.1016/j.spinee.2015.11.006] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2015] [Revised: 09/29/2015] [Accepted: 11/04/2015] [Indexed: 02/03/2023]
Abstract
BACKGROUND The influence of non-white race on outcomes following orthopedic injury has been described in the past. The impact of such factors on hospital processes and quality of care after spinal trauma is less well understood. STUDY DESIGN A cohort control study using the Massachusetts Statewide Inpatient Dataset (2003-2010) was used as the study design. PURPOSE This study aimed to determine whether (1) hospital processes and quality of care associated with the treatment of cervical spine fractures was significantly altered by non-white race and (2) whether findings were different among those treated at academic medical centers (AMCs). SAMPLE The study comprised 10,841 patients. OUTCOMES Surgical rate, postoperative morbidity, mortality, and length of stay (LOS) were the outcome measures. METHODS Baseline differences between cohorts were evaluated using chi-square or Wilcoxon rank sum tests. Logistic and negative binomial regression techniques were used to adjust for confounders, including whether a surgical intervention was performed. Subset analyses were performed to evaluate whether findings were different for individuals treated at AMCs. RESULTS The rate of surgical intervention was not significantly different between non-whites and whites (odds ratio [OR] 0.92, 95% confidence interval [CI] 0.82-1.04). LOS (regression coefficient [RC] 0.18, 95% CI 0.13-0.23), mortality (OR 1.49, 95% CI 1.20-1.85), and complications (OR 1.17, 95% CI 1.02-1.33) were significantly increased among non-white patients. These findings were largely preserved among those treated at AMCs. CONCLUSIONS Our results reinforce the fact that efforts at universal access to care may be insufficient to reduce differences in care among minority patients following cervical trauma. Future mixed-methods research is necessary to more effectively evaluate the etiologies behind health-care disparities associated with race in different health-care environments. LEVEL OF EVIDENCE The level of evidence is Level III, prognostic study.
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Affiliation(s)
- Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115, USA.
| | - Dafang Zhang
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115, USA
| | - Kempland C Walley
- Department of Orthopaedic Surgery, Beth Israel Deaconess Medical Center, 330 Brookline Ave, Boston, MA 02215, USA
| | - Christopher M Bono
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115, USA
| | - Mitchel B Harris
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115, USA
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Shaw JJ, Santry HP. Who Gets Early Tracheostomy?: Evidence of Unequal Treatment at 185 Academic Medical Centers. Chest 2016; 148:1242-1250. [PMID: 26313324 DOI: 10.1378/chest.15-0576] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Although the benefits of early tracheostomy in patients dependent on ventilators are well established, the reasons for variation in time from intubation to tracheostomy remain unclear. We identified clinical and demographic disparities in time to tracheostomy. METHODS We performed a level 3 retrospective prognostic study by querying the University HealthSystem Consortium (2007-2010) for adult patients receiving a tracheostomy after initial intubation. Time to tracheostomy was designated early (< 7 days) or late (> 10 days). Cohorts were stratified by time to tracheostomy and compared using univariate tests of association and multivariable adjusted models. RESULTS A total of 49,191 patients underwent tracheostomy after initial intubation: 42% early (n = 21,029) and 58% late (n = 28,162). On both univariate and multivariable analyses, women, blacks, Hispanics, and patients receiving Medicaid were less likely to receive an early tracheostomy. Patients in the early group also experienced lower rates of mortality (OR, 0.84; 95% CI, 0.79-0.88). CONCLUSIONS Early tracheostomy was associated with increased survival. Yet, there were still significant disparities in time to tracheostomy according to sex, race, and type of insurance. Application of evidence-based algorithms for tracheostomy may reduce unequal treatment and improve overall mortality rates. Additional research into this apparent bias in referral/rendering of tracheostomy is needed.
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Affiliation(s)
- Joshua J Shaw
- Department of Surgery and the Center for Outcomes Research-Surgical Research Scholars Program, University of Massachusetts Medical School, Worcester, MA
| | - Heena P Santry
- Department of Surgery and the Center for Outcomes Research-Surgical Research Scholars Program, University of Massachusetts Medical School, Worcester, MA; Department of Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA.
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The Influence of Race and Ethnicity on Complications and Mortality After Orthopedic Surgery. Med Care 2014; 52:842-51. [DOI: 10.1097/mlr.0000000000000177] [Citation(s) in RCA: 78] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
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Sarcoma Care in an Urban Health-care System: Which Factors Lead to Variance of Care? J Racial Ethn Health Disparities 2014. [DOI: 10.1007/s40615-013-0005-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Skolasky RL, Thorpe RJ, Wegener ST, Riley LH. Complications and mortality in cervical spine surgery: racial differences. Spine (Phila Pa 1976) 2014; 39:1506-12. [PMID: 24859586 DOI: 10.1097/brs.0000000000000429] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective national database analysis. OBJECTIVE Our goal was to estimate racial and ethnic differences in in-hospital complication and mortality rates associated with cervical spine surgery. SUMMARY OF BACKGROUND DATA The impact of observed racial and ethnic disparities in orthopedic spine care use on morbidity and mortality is not well understood. METHODS On the basis of the Nationwide Inpatient Sample, there were 983,420 adult nontrauma hospital discharges from 2000 through 2009. In-hospital complications and mortality were the outcome variables. The primary independent variable was race/ethnicity (defined as non-Hispanic white [white], non-Hispanic black [black], and Hispanic). Covariates were age, sex, household income, insurance status, geographical location, hospital volume, and comorbidities. Multivariable regression models were used to determine the association between race/ethnicity and in-hospital complication and mortality. Significance was set at a P value less than 0.05. RESULTS The overall rates of an in-hospital complication or mortality were 4.09% and 0.42%, respectively. There were no differences in the rates of in-hospital complications or mortality between Hispanics and Caucasians. Compared with Caucasians, African Americans had higher odds of experiencing an in-hospital complication (odds ratio, 1.37; 95% confidence interval, 1.27-1.48) and higher odds of dying during hospitalization (odds ratio, 1.59; 95% confidence interval, 1.30-1.96). CONCLUSION Although there were no differences between Caucasians and Hispanics, African Americans had significantly higher rates of in-hospital complications and mortality associated with cervical spine surgery than did Caucasians. These differences persisted after adjusting for known risk factors for complications and mortality. LEVEL OF EVIDENCE 3.
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Affiliation(s)
- Richard L Skolasky
- *Orthopaedic Surgery †Health Behavior and Society and Hopkins Center for Health Disparities Solutions, and ‡Physical Medicine and Rehabilitation, The Johns Hopkins University, Baltimore, MD
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