1
|
Johnson AH, Brennan JC, Rana P, Turcotte JJ, Patton C. Disparities in Patient-reported Outcome Measure Completion Rates and Baseline Function in Newly Presenting Spine Patients. Spine (Phila Pa 1976) 2024; 49:1591-1597. [PMID: 38450562 DOI: 10.1097/brs.0000000000004977] [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: 11/14/2023] [Accepted: 02/26/2024] [Indexed: 03/08/2024]
Abstract
STUDY DESIGN Retrospective review. OBJECTIVE The purpose of this study was to evaluate disparities in patient-reported outcome measures (PROM) completion rates and baseline function scores among newly presenting spine patients. SUMMARY OF BACKGROUND DATA Prior studies have demonstrated that minority patients and those of low socioeconomic status may present with worse physical and mental health on PROMs. As PROMs are increasingly used in clinical care, research, and health policy, accurate assessment of health status among populations relies on the successful completion of PROM instruments. METHODS A retrospective review of 10,803 consecutive new patients presenting to a single multidisciplinary spine clinic from June 2020 to September 2022 was performed. Univariate statistics were performed to compare demographics between patients who did and did not complete PROMs. Multivariable analysis was used to compare PROM instrument completion rates by race, ethnicity, and Social Vulnerability Index (SVI) and baseline scores among responders. RESULTS A total of 68.4% of patients completed PROMs at the first clinic visit. After adjusting for age, sex, body mass index, and diagnosis type, patients of non-White race (OR=0.661, 95% CI=0.599-0.729, P <0.001), Hispanic ethnicity (OR=0.569, 95% CI=0.448-0.721, P <0.001), and increased social vulnerability (OR=0.608, 95% CI=0.511-0.723, P <0.001) were less likely to complete PROMs. In the multivariable models, patients of non-White race reported lower levels of physical function (β=-6.5, 95% CI=-12.4 to -0.6, P =0.032) and higher levels of pain intensity (β=0.6, 95% CI=0.2-1.0, P =0.005). Hispanic ethnicity (β=1.5, 95% CI=0.5-2.5, P =0.004) and increased social vulnerability (β=1.1, 95% CI=0.4-1.8, P =0.002) were each associated with increased pain intensity. CONCLUSIONS Among newly presenting spine patients, those of non-White race, Hispanic ethnicity, and with increased social vulnerability were less likely to complete PROMs. As these subpopulations also reported worse physical function or pain intensity, additional strategies are needed to better capture patient-reported health status to avoid bias in clinical care, outcomes research, and health policy. LEVEL OF EVIDENCE 4.
Collapse
|
2
|
Artz KE, Phillips TD, Moore JM, Tibbe KE. Redesigning the Care of Musculoskeletal Conditions With Lifestyle Medicine. Mayo Clin Proc Innov Qual Outcomes 2024; 8:418-430. [PMID: 39228921 PMCID: PMC11369511 DOI: 10.1016/j.mayocpiqo.2024.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 06/18/2024] [Accepted: 07/01/2024] [Indexed: 09/05/2024] Open
Abstract
Value-based health care has been accelerated by alternative payment models and has catalyzed the redesign of care delivery across the nation. Lifestyle medicine (LM) is one of the fastest growing medical specialties and has emerged as a high-value solution for root cause treatment of chronic disease. This review detailed a large integrated health care delivery system's value transformation efforts in the nonoperative treatment of musculoskeletal (MSK) conditions by placing patient-centric, team-based, lifestyle-focused care at the foundation. With an economic and treatment imperative to reimagine care, recognizing more intervention is not always better, a collaborative approach was designed, which placed functional improvement of the patient at the center. This article described the process of implementing LM into an MSK model of care. The change management process impacted clinical, operational, and benefit plan design to facilitate an integrated care model. A new understanding of patients' co-occurring physical impairments, medical comorbidities, and behavioral health needs was necessary for clinicians to make the shift from a pathoanatomic, transactional model of care to a biopsychosocial, longitudinal model of care. The authors explored the novel intersection of the implementation of a biopsychosocial model of care using LM principles to achieve greater value for the MSK patient population.
Collapse
Affiliation(s)
- Kristi E. Artz
- Lifestyle Medicine, Corewell Health West, Grand Rapids, MI
| | | | | | - Kara E. Tibbe
- Lifestyle Medicine, Corewell Health West, Grand Rapids, MI
| |
Collapse
|
3
|
Pennings JS, Oleisky ER, Master H, Davidson C, Coronado RA, Brintz CE, Archer KR. Impact of Racial/Ethnic Disparities on Patient-Reported Outcomes Following Cervical Spine Surgery: QOD Analysis. Spine (Phila Pa 1976) 2024; 49:873-883. [PMID: 38270397 PMCID: PMC11196202 DOI: 10.1097/brs.0000000000004935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 01/10/2024] [Indexed: 01/26/2024]
Abstract
STUDY DESIGN Retrospective analysis of data from the cervical module of a National Spine Registry, the Quality Outcomes Database. OBJECTIVE To examine the association of race and ethnicity with patient-reported outcome measures (PROMs) at one year after cervical spine surgery. SUMMARY OF BACKGROUND DATA Evidence suggests that Black individuals are 39% to 44% more likely to have postoperative complications and a prolonged length of stay after cervical spine surgery compared with Whites. The long-term recovery assessed with PROMs after cervical spine surgery among Black, Hispanic, and other non-Hispanic groups ( i.e . Asian) remains unclear. MATERIALS AND METHODS PROMs were used to assess disability (neck disability index) and neck/arm pain preoperatively and one-year postoperative. Primary outcomes were disability and pain, and not being satisfied from preoperative to 12 months after surgery. Multivariable logistic and proportional odds regression analyses were used to determine the association of racial/ethnic groups [Hispanic, non-Hispanic White (NHW), non-Hispanic Black (NHB), and non-Hispanic Asian (NHA)] with outcomes after covariate adjustment and to compute the odds of each racial/ethnic group achieving a minimal clinically important difference one-year postoperatively. RESULTS On average, the sample of 14,429 participants had significant reductions in pain and disability, and 87% were satisfied at one-year follow-up. Hispanic and NHB patients had higher odds of not being satisfied (40% and 80%) and having worse pain outcomes (30%-70%) compared with NHW. NHB had 50% higher odds of worse disability scores compared with NHW. NHA reported similar disability and neck pain outcomes compared with NHW. CONCLUSIONS Hispanic and NHB patients had worse patient-reported outcomes one year after cervical spine surgery compared with NHW individuals, even after adjusting for potential confounders, yet there was no difference in disability and neck pain outcomes reported for NHA patients. This study highlights the need to address inherent racial/ethnic disparities in recovery trajectories following cervical spine surgery.
Collapse
Affiliation(s)
- Jacquelyn S. Pennings
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN
- Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
| | - Emily R. Oleisky
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN
- Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN
| | - Hiral Master
- Vanderbilt Institute of Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Claudia Davidson
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN
- Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN
| | - Rogelio A. Coronado
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN
- Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN
- Department of Physical Medicine and Rehabilitation, Vanderbilt University Medical Center, Nashville, TN
| | - Carrie E. Brintz
- Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN
- Osher Center for Integrative Health, Vanderbilt University Medical Center, Nashville, TN
| | - Kristin R. Archer
- Department of Orthopaedic Surgery, Vanderbilt University Medical Center, Nashville, TN
- Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN
- Department of Physical Medicine and Rehabilitation, Vanderbilt University Medical Center, Nashville, TN
- Osher Center for Integrative Health, Vanderbilt University Medical Center, Nashville, TN
| |
Collapse
|
4
|
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.
Collapse
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
| |
Collapse
|
5
|
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: 6] [Impact Index Per Article: 3.0] [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.
Collapse
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)
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
6
|
Siegel N, Lambrechts MJ, Karamian BA, Carter M, Magnuson JA, Toci GR, Krueger CA, Canseco JA, Woods BI, Kaye D, Hilibrand AS, Kepler CK, Vaccaro AR, Schroeder GD. Readmission and Resource Utilization in Patients From Socioeconomically Distressed Communities Following Lumbar Fusion. Clin Spine Surg 2023; 36:E123-E130. [PMID: 36127771 DOI: 10.1097/bsd.0000000000001386] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Accepted: 08/17/2022] [Indexed: 11/27/2022]
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE To determine whether: (1) patients from communities of socioeconomic distress have higher readmission rates or postoperative healthcare resource utilization and (2) there are differences in patient-reported outcome measures (PROMs) based on socioeconomic distress. SUMMARY OF BACKGROUND DATA Socioeconomic disparities affect health outcomes, but little evidence exists demonstrating the impact of socioeconomic distress on postoperative resource utilization or PROMs. METHODS A retrospective review was performed on patients who underwent lumbar fusion at a single tertiary academic center from January 1, 2011 to June 30, 2021. Patients were classified according to the distressed communities index. Hospital readmission, postoperative prescriptions, patient telephone calls, follow-up office visits, and PROMs were recorded. Multivariate analysis with logistic, negative binomial regression or Poisson regression were used to investigate the effects of distressed communities index on postoperative resource utilization. Alpha was set at P <0.05. RESULTS A total of 4472 patients were included for analysis. Readmission risk was higher in distressed communities (odds ratio, 1.75; 95% confidence interval, 1.06-2.87; P =0.028). Patients from distressed communities (odds ratio, 3.94; 95% confidence interval, 1.60-9.72; P =0.003) were also more likely to be readmitted for medical, but not surgical causes ( P =0.514), and distressed patients had worse preoperative (visual analog-scale Back, P <0.001) and postoperative (Oswestry disability index, P =0.048; visual analog-scale Leg, P =0.013) PROMs, while maintaining similar magnitudes of clinical improvement. Patients from distressed communities were more likely to be discharged to a nursing facility and inpatient rehabilitation unit (25.5%, P =0.032). The race was not independently associated with readmissions ( P =0.228). CONCLUSION Socioeconomic distress is associated with increased postoperative health resource utilization. Patients from distressed communities have worse preoperative PROMs, but the overall magnitude of improvement is similar across all classes. LEVEL OF EVIDENCE Level IV.
Collapse
Affiliation(s)
- Nicholas Siegel
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA
| | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
7
|
Zhao CS, Owei L, Card E, Scire E, Wen CZ, Shea JA, Morales CZ, Goldshore M, Morris JB, Martin N. Introducing Surgical Equity into Contemporary Medical Education: Results From Operation Equity, a Pilot Curriculum. JOURNAL OF SURGICAL EDUCATION 2023; 80:528-536. [PMID: 36572606 DOI: 10.1016/j.jsurg.2022.12.004] [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: 11/04/2022] [Revised: 12/10/2022] [Accepted: 12/11/2022] [Indexed: 06/18/2023]
Abstract
OBJECTIVE To date, education about health equity for early-stage healthcare trainees is largely situated outside of surgical disciplines. This study aims to evaluate the effectiveness of a surgical equity curriculum offered to a voluntary group of medical and graduate students. DESIGN Mixed-methods cohort study from January to June 2021. Pre- and post-course surveys measured domains of attitudes, self-reported confidence, and knowledge via 5-point Likert scale and multiple-choice questions. Paired t tests were used to analyze quantitative responses. Qualitative responses were studied via iterative thematic analysis. SETTING At the University of Pennsylvania in Philadelphia, PA which provides tertiary level, institutional care, 10, interdisciplinary 1.5-hour sessions were held over 1 semester, teaching surgical equity topics that spanned the peri-operative continuum. PARTICIPANTS Twenty-four medical and graduate students from across the University of Pennsylvania enrolled. Twenty completed both surveys. RESULTS From pre- to post-course, students improved across all domains. Students improved in their self-rated ability to identify strategies to talk about sensitive health topics with patients (pre: 20%, post: 90%) and identify strategies to address healthcare disparities in surgery (pre: 10%, post: 90%). Qualitatively, from pre- to post-course, more students could articulate the role of bias and identify opportunities for surgeons to engage in surgical equity. The course strengthened any pre-existing interest in surgical equity, and for 1 student, created interest in a surgical career where it had not previously existed. Many also expressed greater resolve to provide patient-centric care. CONCLUSIONS Formal curricula can improve students' ability to advocate for surgical equity. A similar framework may fill a need for medical students interested in health equity and surgical careers at other institutions.
Collapse
Affiliation(s)
- Cindy S Zhao
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Lily Owei
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Elizabeth Card
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Emily Scire
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Christopher Z Wen
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Judy A Shea
- Department of Medicine, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania
| | - Carrie Z Morales
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Matthew Goldshore
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jon B Morris
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Niels Martin
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania.
| |
Collapse
|
8
|
Howard SD, Aysola J, Montgomery CT, Kallan MJ, Xu C, Mansour M, Nguyen J, Ali ZS. Post-operative neurosurgery outcomes by race/ethnicity among enhanced recovery after surgery (ERAS) participants. Clin Neurol Neurosurg 2023; 224:107561. [PMID: 36549219 DOI: 10.1016/j.clineuro.2022.107561] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 12/08/2022] [Accepted: 12/11/2022] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Prior work reveals that Enhanced Recovery After Surgery (ERAS) programs decrease opioid use, improve mobilization, and shorten length of stay (LOS) among patients undergoing spine surgery. The impact of ERAS on outcomes by race/ethnicity is unknown. This study examined outcomes by race/ethnicity among neurosurgical patients enrolled in an ERAS program. METHODS Patients undergoing elective spine or peripheral nerve surgeries at a multi-hospital university health system from April 2017 to November 2020 were enrolled in an ERAS program that involves preoperative, perioperative, and postoperative phases focused on improving outcomes through measures such as specialty consultations for co-morbidities, multimodal analgesia, early mobilization, and wound care education. The following outcomes for ERAS patients were compared by race/ethnicity: length of stay, discharge disposition, complications, readmission, pain level at discharge, and post-operative health rating. We estimated the association between race/ethnicity and the outcomes using linear and logistic regression models adjusting for age, sex, insurance, BMI, comorbid conditions, and surgery type. RESULTS Among participants (n = 3449), 2874 (83.3%) were White and 575 (16.7%) were Black, Indigenous, and people of color (BIPOC). BIPOC patients had significantly longer mean length of stay compared to White patients (3.8 vs. 3.4 days, p = 0.005) and were significantly more likely to be discharged to a rehab or subacute nursing facility compared to White patients (adjusted odds ratio (95% CI): 3.01 (2.26-4.01), p < 0.001). The complication rate did not significantly differ between BIPOC and White patients (13.7% vs. 15.5%, p = 0.29). BIPOC patients were not significantly more likely to be readmitted within 30 days compared to White patients in the adjusted model (adjusted odds ratio (95% CI): 1.30 (0.91-1.86), p = 0.15) CONCLUSION: BIPOC as compared to White ERAS participants in ERAS undergoing neurosurgical procedures had significantly longer hospital stays and were significantly less likely to be discharged home. ERAS protocols present an opportunity to provide consistent high quality post-operative care, however while there is evidence that it improves care in aggregate, our results suggest significant disparities in outcomes by patient race/ethnicity despite enrollment in ERAS. Future inquiry must identify contributors to these disparities in the recovery pathway.
Collapse
Affiliation(s)
- Susanna D Howard
- Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA.
| | - Jaya Aysola
- Penn Medicine Center for Health Equity Advancement, Office of Chief Medical Officer, University of Pennsylvania Health System and Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Canada T Montgomery
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Michael J Kallan
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Chang Xu
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Maikel Mansour
- Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA
| | - Jessica Nguyen
- Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA
| | - Zarina S Ali
- Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
9
|
Abstract
PURPOSE OF REVIEW Social determinants of health (SDH) are factors that affect patient health outcomes outside the hospital. SDH are "conditions in the environments where people are born, live, learn, work, play, worship, and age that affect a wide range of health, functioning, and quality-of-life outcomes and risks." Current literature has shown SDH affecting patient reported outcomes in various specialties; however, there is a dearth in research relating spine surgery with SDH. The aim of this review article is to identify connections between SDH and post-operative outcomes in spine surgery. These are important, yet understudied predictors that can impact health outcomes and affect health equity. RECENT FINDINGS Few studies have shown associations between SDH pillars (environment, race, healthcare, economic, and education) and spine surgery outcomes. The most notable relationships demonstrate increased disability, return to work time, and pain with lower income, education, environmental locations, healthcare status and/or provider. Despite these findings, there remains a significant lack of understanding between SDH and spine surgery. Our manuscript reviews the available literature comparing SDH with various spine conditions and surgeries. We organized our findings into the following narrative themes: 1) education, 2) geography, 3) race, 4) healthcare access, and 5) economics.
Collapse
|
10
|
Lumbar Spinal Stenosis Treatment: Is Surgery Better than Non-Surgical Treatments in Afro-Descendant Populations? Biomedicines 2022; 10:biomedicines10123144. [PMID: 36551900 PMCID: PMC9776287 DOI: 10.3390/biomedicines10123144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 11/28/2022] [Accepted: 12/02/2022] [Indexed: 12/12/2022] Open
Abstract
(1) Background: Limited data are available on lumbar spine stenosis management in sub-Saharan African populations and Afro-descendant patients are underrepresented in European and US clinical trials. We aimed to compare the clinical response between decompressive surgery and conservative treatments in a population of self-reported Afro-Caribbean patients with lumbar spine stenosis over a 2-year follow-up period. (2) Methods: Prospective cohort of 137 self-reported Afro Caribbeans with lumbar spine stenosis based on clinical and radiological criteria. Patients were assigned to decompression surgery or to conservative treatments according to their outcome after a first course of steroid epidural injection and their preferences. The primary outcome was evolution of the Oswestry disability index at 3 months (3 M), 12 M, 18 M and 24 M follow-up. (3) Results: Decrease of ODI was significantly more important in the “decompression surgery” arm compared to “conservative treatment” arm at 3 M, 12 M and 18 M: −17.36 vs. 1.03 p < 10−4; −16.38 vs. −1.53 p = 0.0059 and −19.00 vs. −4.52 p = 0.021, respectively. No difference was reported at 24 M. (4) Conclusions: In this first comparative study between surgery and conservative treatments in an exclusively afro-descendant lumbar spine stenosis cohort, we report long term superiority of decompression surgery versus conservative treatments over an 18-month period.
Collapse
|
11
|
Shinnick JK, Siddique M, Jarmale S, Raker C, Brown O, Sung VW, Carberry CL. Underrepresentation in Pelvic Floor Disorder Patient-Reported Outcomes: Whose Outcomes Are We Measuring? UROGYNECOLOGY (PHILADELPHIA, PA.) 2022; 28:770-777. [PMID: 36288116 DOI: 10.1097/spv.0000000000001248] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
IMPORTANCE Patient-reported outcome (PRO) instruments measure the patient's perspective. It is unclear whether commonly used PRO measures were tested in populations that had racial and ethnic distributions comparable with those reported in U.S. census data. OBJECTIVE The aim of this study was to compare the proportion of non-White race and Hispanic ethnicity participants with their expected proportion based on U.S. census data for PRO instruments with U.S.-based validation studies. STUDY DESIGN This was a retrospective review of PRO measures considered by the Pelvic Floors Disorders Consortium Working Group on Patient-Reported Outcomes in their 2020 consensus publication. Study and participant information were abstracted from PRO validation studies. Racial and ethnic representation in U.S.-based studies were compared with U.S. census data. The primary outcome was the representation quotient of reported races and ethnicities, calculated as the reported percentage of the study population identifying with a race and/or ethnicity divided by the proportion of the U.S. population identifying with that race and/or ethnicity when the study was published. RESULTS Forty-five studies with 21,080 total participants were included. Race was reported in 17 of 45 studies (37.8%), and ethnicity was reported in 7 of 45 (15.6%). Most studies did not specify how race and ethnicity information was collected. For U.S.-based studies, the representation quotient of White participants from 1995 to 2019 was 1.15. Indigenous American/Native American/American Indian/Alaska Natives had the lowest representation quotient (0.22). Reporting of ethnicity increased over time (P = 0.001), although there was no significant change in the reporting of race or the representation of various races and ethnicities (P > 0.05). CONCLUSION Non-White and Hispanic patients may be underrepresented in U.S.-based validation studies for PRO instruments in pelvic floor disorders.
Collapse
Affiliation(s)
- Julia K Shinnick
- From the Division of Female Pelvic Medicine and Reconstructive Surgery
| | - Moiuri Siddique
- From the Division of Female Pelvic Medicine and Reconstructive Surgery
| | - Spandana Jarmale
- From the Division of Female Pelvic Medicine and Reconstructive Surgery
| | - Christina Raker
- Division of Research, Department of Obstetrics and Gynecology, Women & Infants Hospital of Rhode Island, Teaching Affiliate of the Warren Alpert Medical School of Brown University, Providence, RI
| | - Oluwateniola Brown
- Division of Female Pelvic Medicine and Reconstructive Surgery, Department of Obstetrics and Gynecology, Northwestern University, Chicago, IL
| | - Vivian W Sung
- From the Division of Female Pelvic Medicine and Reconstructive Surgery
| | | |
Collapse
|
12
|
Addressing racial disparities in surgical care with machine learning. NPJ Digit Med 2022; 5:152. [PMID: 36180724 PMCID: PMC9525720 DOI: 10.1038/s41746-022-00695-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 09/12/2022] [Indexed: 11/17/2022] Open
Abstract
There is ample evidence to demonstrate that discrimination against several population subgroups interferes with their ability to receive optimal surgical care. This bias can take many forms, including limited access to medical services, poor quality of care, and inadequate insurance coverage. While such inequalities will require numerous cultural, ethical, and sociological solutions, artificial intelligence-based algorithms may help address the problem by detecting bias in the data sets currently being used to make medical decisions. However, such AI-based solutions are only in early development. The purpose of this commentary is to serve as a call to action to encourage investigators and funding agencies to invest in the development of these digital tools.
Collapse
|
13
|
The Collective Influence of Social Determinants of Health on Individuals Who Underwent Lumbar Spine Revision Surgeries: A Retrospective Cohort Study. World Neurosurg 2022; 165:e619-e627. [PMID: 35772707 DOI: 10.1016/j.wneu.2022.06.107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 06/20/2022] [Accepted: 06/21/2022] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To analyze the collective effect of social determinants of health (SDH) on lumbar spine revision surgery outcomes using a retrospective cohort study design. METHODS Data from the Quality Outcomes Database were used, including 7889 adults who received lumbar spine revision surgery and completed 3 and 12 months' follow-up. The SDH of interest included race/ethnicity, educational attainment, employment status, insurance payer, and sex. A stepwise regression model using each number of SDH conditions present (0 of 5, 1 of 5, 2 of 5, ≥3 of 5) was used to assess the collective influence of SDH. The odds of demonstrating a minimum clinically important difference was evaluated in back and leg, disability, quality of life, and patient satisfaction at 3-months and 12-months follow-up. RESULTS An additive effect for SDH was found across all outcome variables at 3 and 12 months. Individuals with ≥3 SDH were at the lowest odds of meeting the minimum clinically important difference of each outcome. At 12 months, individuals with ≥3 SDH had a 67%, 65%, 71%, 65%, and 46% decrease in the odds of a clinically meaningful outcome in back and leg pain, disability, quality of life, and patient satisfaction. CONCLUSIONS Health care teams should evaluate SDH in individuals who may be considered for lumbar spine revision surgery. Viewing social factors in aggregate may be useful as a screening tool for lumbar spine revision surgeries to identify at risk patients who may require pre-emptive care strategies and postoperative resources to mitigate these risks.
Collapse
|
14
|
Brooks Carthon JM, Brom H, French R, Daus M, Grantham-Murillo M, Bennett J, Ryskina K, Ponietowicz E, Cacchione P. Transitional care innovation for Medicaid-insured individuals: early findings. BMJ Open Qual 2022; 11:bmjoq-2021-001798. [PMID: 35981741 PMCID: PMC9345087 DOI: 10.1136/bmjoq-2021-001798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 07/03/2022] [Indexed: 11/03/2022] Open
Abstract
BackgroundChronically ill adults insured by Medicaid experience health inequities following hospitalisation.Local problemPostacute outcomes, including rates of 30-day readmissions and postacute emergency department (ED), were higher among Medicaid-insured individuals compared with commercially insured individuals and social needs were inconsistently addressed.MethodsAn interdisciplinary team introduced a clinical pathway called ‘THRIVE’ to provide postacute wrap-around services for individuals insured by Medicaid.InterventionEnrolment into the THRIVE clinical pathway occurred during hospitalisation and multidisciplinary services were deployed into homes within 48 hours of discharge to address clinical and social needs.ResultsCompared with those not enrolled in THRIVE (n=437), individuals who participated in the THRIVE clinical pathway (n=42) experienced fewer readmissions (14.3% vs 28.4%) and ED visits (14.3% vs 28.8 %).ConclusionTHRIVE is a promising clinical pathway that increases access to ambulatory care after discharge and may reduce readmissions and ED visits.
Collapse
Affiliation(s)
| | - Heather Brom
- College of Nursing, Villanova University, Villanova, Pennsylvania, USA
| | - Rachel French
- National Clinician Scholars Program Center for Mental Health, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Marguerite Daus
- Denver-Seattle Center of Innovation for Veteran-Centered and Value-Driven Care (COIN), VA Eastern Colorado Health Care System, Denver, Colorado, USA
| | | | - Jovan Bennett
- Penn Center for Community Health Workers, Philadelphia, Pennsylvania, USA
| | - Kira Ryskina
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | | | - Pamela Cacchione
- School of Nursing, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| |
Collapse
|
15
|
Atkinson RB, Khubchandani JA, Chun MBJ, Reidy E, Ortega G, Bain PA, Demko C, Barreiro-Rosado J, Kent TS, Smink DS. Cultural Competency Curricula in US Graduate Medical Education: A Scoping Review. J Grad Med Educ 2022; 14:37-52. [PMID: 35222820 PMCID: PMC8848887 DOI: 10.4300/jgme-d-21-00414.1] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 07/19/2021] [Accepted: 09/21/2021] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND Cultural competency training provides participants with knowledge and skills to improve cross-cultural communication and is required for all graduate medical education (GME) training programs. OBJECTIVE The authors sought to determine what cultural competency curricula exist specifically in GME. METHODS In April 2020, the authors performed a scoping review of the literature using a multidatabase (PubMed, Ovid, MedEdPORTAL) search strategy that included keywords relevant to GME and cultural competency. The authors extracted descriptive data about the structure, implementation, and analysis of cultural competency curricula and analyzed these data for trends. RESULTS Sixty-seven articles met criteria for inclusion, of which 61 (91%) were focused exclusively on residents. The most commonly included specialties were psychiatry (n=19, 28.4%), internal medicine (n=16, 23.9%), and pediatrics (n=15, 22.4%). The shortest intervention was a 30-minute online module, while the longest contained didactics, electives, and mentoring programs that spanned the entirety of residency training (4 years). The sample sizes of included studies ranged from 6 to 833 participants. Eight (11.9%) studies utilized OSCEs as assessment tools, while 17 (25.4%) conducted semi-structured interviews or focus groups. Four common themes were unique interventions, retention of learning, trainee evaluation of curricula, and resources required for implementation. CONCLUSIONS Wide variation exists in the design, implementation, and evaluation of cultural competency curricula for residents and fellows.
Collapse
Affiliation(s)
- Rachel B. Atkinson
- Rachel B. Atkinson, MD, is a Resident, Department of Surgery, and Research Fellow, Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School
| | - Jasmine A. Khubchandani
- Jasmine A. Khubchandani, MD, is a Resident, Department of Surgery, and Research Fellow, Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School
| | - Maria B. J. Chun
- Maria B. J. Chun, PhD, is a Specialist and Associate Chair in Administration and Finance, Department of Surgery, John A. Burns School of Medicine, University of Hawaii
| | - Emma Reidy
- Emma Reidy, MPH, is Senior Project Manager, Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School
| | - Gezzer Ortega
- Gezzer Ortega, MD, MPH, is Lead Faculty for Research and Innovation for Equitable Surgical Care, Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical
| | - Paul A. Bain
- Paul A. Bain, PhD, is Reference and Instruction Librarian, Countway Library of Medicine, Harvard Medical School
| | - Caroline Demko
- Caroline Demko, is a First-Year Masters Student, Goldman School of Public Policy, University of California, Berkeley
| | - Jeenn Barreiro-Rosado
- Jeenn Barreiro-Rosado, is a Research Assistant, Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School
| | - Tara S. Kent
- Tara S. Kent, MD, MS, is Associate Professor of Surgery, Vice Chair for Education, and Program Director, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School
| | - Douglas S. Smink
- Douglas S. Smink, MD, MPH, is Chief of Surgery, Brigham and Women's Faulkner Hospital, Associate Chair of Education and Associate Professor of Surgery, and Core Faculty, Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School
| |
Collapse
|
16
|
Lynch CP, Cha EDK, Jadczak CN, Mohan S, Geoghegan CE, Singh K. What Can Legacy Patient-Reported Outcome Measures Tell Us About Participation Bias in Patient-Reported Outcomes Measurement Information System Scores Among Lumbar Spine Patients? Neurospine 2022; 19:307-314. [PMID: 34990540 PMCID: PMC9260538 DOI: 10.14245/ns.2040706.353] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 07/05/2021] [Indexed: 11/19/2022] Open
Abstract
Objective Patient-Reported Outcomes Measurement Information System (PROMIS) is a validated tool for assessing patient reported outcomes in spine surgery. However, PROMIS is vulnerable to non-response bias. The purpose of this study is to characterize differences in patient reported outcome measure (PROM) scores between patients who do and do not complete PROMIS physical function (PF) surveys following lumbar spine surgery. Methods A prospectively maintained database was retrospectively reviewed for primary, elective lumbar spine procedures from 2015 to 2019. Outcome measures for Patient Health Questionnaire (PHQ-9), Visual Analogue Score (VAS) back & leg, Oswestry Disability Index (ODI), and 12-Item Short Form Physical Composite Summary (SF-12 PCS) were recorded at both preoperative and postoperative (6-week, 12-week, 6-month, 1-year, 2-year) timepoints. Completion rates for PROMIS PF surveys were recorded and patients were categorized into groups based on completion. Differences in mean scores at each timepoint between groups was determined. Results 809 patients were included with an average age of 48.1 years. No significant differences were observed for all outcome measures between PROMIS completion groups preoperatively. Postoperative PHQ-9, VAS back, VAS leg, and ODI scores differed significantly between groups through 1-year (all p<0.05). SF-12 PCS differed significantly only at 6-weeks (p=0.003). Conclusion Patients who did not complete PROMIS PF surveys had significantly poorer outcomes than those that did in terms of postoperative depressive symptoms, pain, and disability. This suggests that patients completing PROMIS questionnaires may represent a healthier cohort than the overall lumbar spine population.
Collapse
Affiliation(s)
- Conor P Lynch
- Rush University Medical Center, Chicago, United States
| | | | | | - Shruthi Mohan
- Rush University Medical Center, Chicago, United States
| | | | - Kern Singh
- Rush University Medical Center, Chicago, United States
| |
Collapse
|
17
|
Urquhart JC, Gurr KR, Siddiqi F, Rasoulinejad P, Bailey CS. The Impact of Surgical Site Infection on Patient Outcomes After Open Posterior Instrumented Thoracolumbar Surgery for Degenerative Disorders. J Bone Joint Surg Am 2021; 103:2105-2114. [PMID: 34143760 DOI: 10.2106/jbjs.20.02141] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Few reports in the literature have described the long-term outcome of postoperative infection from the patient perspective. The aim of the present study was to determine if complicated surgical site infection (SSI) affects functional recovery and surgical outcomes up to 2 years after posterior instrumented thoracolumbar surgery for the treatment of degenerative disorders. METHODS This retrospective cohort study involved patients who had been enrolled in a previous randomized controlled trial that examined antibiotic use for open posterior multilevel thoracolumbar or lumbar instrumented fusion procedures. In the present study, patients who had SSI (n = 79) were compared with those who did not (n = 456). Patient-reported outcome measures (PROMs) included the Oswestry Disability Index (ODI), leg and back pain scores on a numeric rating scale, Short Form-12 (SF-12) summary scores, and satisfaction with treatment at 1.5, 3, 6, 12, and 24 months. Surgical outcomes included adverse events, readmissions, and additional surgery. RESULTS The median time to infection was 15 days. Of the 535 patients, 31 (5.8%) had complicated infections and 48 (9.0%) had superficial infections. Patients with an infection had a higher body mass index (BMI) (p = 0.001), had more commonly received preoperative vancomycin (p = 0.050), were more likely to have had a revision as the index procedure (p = 0.004), had worse preoperative mental functioning (mental component summary score, 40.7 ± 1.6 versus 44.1 ± 0.6), had more operatively treated levels (p = 0.024), and had a higher rate of additional surgery (p = 0.001). At 6 months after surgery, patients who developed an infection scored worse on the ODI by 5.3 points (95% confidence interval [CI], 0.4 to 10.1 points) and had worse physical functioning by -4.0 points (95% CI, -6.8 to -1.2 points). Comparison between the groups at 1 and 2 years showed no difference in functional outcomes, satisfaction with treatment, or the likelihood of achieving the minimum clinically important difference (MCID) for the ODI. CONCLUSIONS SSI more than doubled the post-discharge emergency room visit and additional surgery rates. Patients with SSI initially (6 months) had poorer overall physical function representing the delay to recovery; however, the negative impact resolved by the first postoperative year. LEVEL OF EVIDENCE Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.
Collapse
Affiliation(s)
| | - Kevin R Gurr
- Lawson Health Research Institute, London, Ontario, Canada.,Combined Orthopaedic and Neurosurgical Spine Program, London Health Sciences Centre, London, Ontario, Canada.,Department of Surgery, Division of Orthopaedics, Schulich School of Medicine and Dentistry, University of Western Ontario, London, Ontario, Canada
| | - Fawaz Siddiqi
- Lawson Health Research Institute, London, Ontario, Canada.,Combined Orthopaedic and Neurosurgical Spine Program, London Health Sciences Centre, London, Ontario, Canada.,Department of Surgery, Division of Orthopaedics, Schulich School of Medicine and Dentistry, University of Western Ontario, London, Ontario, Canada
| | - Parham Rasoulinejad
- Lawson Health Research Institute, London, Ontario, Canada.,Combined Orthopaedic and Neurosurgical Spine Program, London Health Sciences Centre, London, Ontario, Canada.,Department of Surgery, Division of Orthopaedics, Schulich School of Medicine and Dentistry, University of Western Ontario, London, Ontario, Canada
| | - Christopher S Bailey
- Lawson Health Research Institute, London, Ontario, Canada.,Combined Orthopaedic and Neurosurgical Spine Program, London Health Sciences Centre, London, Ontario, Canada.,Department of Surgery, Division of Orthopaedics, Schulich School of Medicine and Dentistry, University of Western Ontario, London, Ontario, Canada
| |
Collapse
|
18
|
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: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 10/14/2021] [Accepted: 10/15/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Our goal was to systematically review the literature on racial/ethnic, insurance, and socioeconomic disparities in adult spine surgery in the United States and analyze potential areas for improvement. METHODS We conducted a database search of literature published between January 1990 and July 2020 using PRISMA guidelines for all studies investigating a disparity in any aspect of adult spine surgery care analyzed based on race/ethnicity, insurance status/payer, or socioeconomic status (SES). RESULTS Of 2679 articles identified through database searching, 775 were identified for full-text independent review by 3 authors, from which a final list of 60 studies were analyzed. Forty-three studies analyzed disparities based on patient race/ethnicity, 32 based on insurance status, and 8 based on SES. Five studies assessed disparities in access to care, 15 examined surgical treatment, 35 investigated in-hospital outcomes, and 25 explored after-discharge outcomes. Minority patients were less likely to undergo surgery but more likely to receive surgery from a low-volume provider and experience postoperative complications. White and privately insured patients generally had shorter hospital length of stay, were more likely to undergo favorable/routine discharge, and had lower rates of in-hospital mortality. After discharge, white patients reported better outcomes than did black patients. Thirty-three studies (55%) reported no disparities within at least 1 examined metric. CONCLUSIONS This comprehensive systematic review underscores ongoing potential for health care disparities among adult patients in spinal surgery. We show a need for continued efforts to promote equity and cultural competency within neurologic surgery.
Collapse
Affiliation(s)
- Tyler Cardinal
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA.
| | - Phillip A Bonney
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Ben A Strickland
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Elizabeth Lechtholz-Zey
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Jesse Mendoza
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Dhiraj J Pangal
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - John Liu
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Frank Attenello
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - William Mack
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Steven Giannotta
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Gabriel Zada
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| |
Collapse
|
19
|
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: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 09/29/2021] [Accepted: 09/30/2021] [Indexed: 11/29/2022]
Abstract
OBJECTIVE Racial disparities are a major issue in health care but the overall extent of the issue in spinal surgery outcomes is unclear. We conducted a systematic review/meta-analysis of disparities in outcomes among patients belonging to different racial groups who had undergone surgery for degenerative spine disease. METHODS We searched Ovid MEDLINE, Scopus, Cochrane Review Database, and ClinicalTrials.gov from inception to January 20, 2021 for relevant articles assessing outcomes after spine surgery stratified by race. We included studies that compared outcomes after spine surgery for degenerative disease among different racial groups. RESULTS We found 30 studies that met our inclusion criteria (28 articles and 2 published abstracts). We included data from 20 cohort studies in our meta-analysis (3,501,830 patients), which were assessed to have a high risk of observation/selection bias. Black patients had a 55% higher risk of dying after spine surgery compared with white patients (relative risk [RR], 1.55, 95% confidence interval [CI], 1.28-1.87; I2 = 70%). Similarly, black patients had a longer length of stay (mean difference, 0.93 days; 95% CI, 0.75-1.10; I2 = 73%), and higher risk of nonhome discharge (RR, 1.63; 95% CI, 1.47-1.81; I2 = 89%), and 30-day readmission (RR, 1.45; 95% CI, 1.03-2.04; I2 = 96%). No significant difference was noted in the pooled analyses for complication or reoperation rates. CONCLUSIONS Black patients have a significantly higher risk of unfavorable outcomes after spine surgery compared with white patients. Further work in understanding the reasons for these disparities will help develop strategies to narrow the gap among the racial groups.
Collapse
Affiliation(s)
- Imad S Khan
- Section of Neurosurgery, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire, USA; Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA.
| | - Elijah Huang
- Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA
| | - Walker Maeder-York
- Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA
| | - Renata W Yen
- Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA
| | - Nathan E Simmons
- Section of Neurosurgery, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire, USA
| | - Perry A Ball
- Section of Neurosurgery, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire, USA
| | - Timothy C Ryken
- Section of Neurosurgery, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire, USA
| |
Collapse
|
20
|
Ferraris KP, Yap MEC, Bautista MCG, Wardhana DPW, Maliawan S, Wirawan IMA, Rosyidi RM, Seng K, Navarro JE. Financial Risk Protection for Neurosurgical Care in Indonesia and the Philippines: A Primer on Health Financing for the Global Neurosurgeon. Front Surg 2021; 8:690851. [PMID: 34568413 PMCID: PMC8461295 DOI: 10.3389/fsurg.2021.690851] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Accepted: 08/09/2021] [Indexed: 11/29/2022] Open
Abstract
Which conditions treated by neurosurgeons cause the worst economic hardship in low middle-income in countries? How can public health financing be responsive to the inequities in the delivery of neurosurgical care? This review article frames the objectives of equity, quality, and efficiency in health financing to the goals of global neurosurgery. In order to glean provider perspectives on the affordability of neurosurgical care in low-resource settings, we did a survey of neurosurgeons from Indonesia and the Philippines and identified that the care of socioeconomically disadvantaged patients with malignant intracranial tumors were found to incur the highest out-of-pocket expenses. Additionally, the surveyed neurosurgeons also observed that treatment of traumatic brain injury may have to require greater financial subsidies. It is therefore imperative to frame health financing alongside the goals of equity, efficiency, and quality of neurosurgical care for the impoverished. Using principles and perspectives from managerial economics and public health, we conceptualize an implementation framework that addresses both the supply and demand sides of healthcare provision as applied to neurosurgery. For the supply side, strategic purchasing enables a systematic and contractual management of payment arrangements that provide performance-based economic incentives for providers. For the demand side, conditional cash transfers similarly leverages on financial incentives on the part of patients to reward certain health-seeking behaviors that significantly influence clinical outcomes. These health financing strategies are formulated in order to ultimately build neurosurgical capacity in LMICs, improve access to care for patients, and ensure financial risk protection.
Collapse
Affiliation(s)
- Kevin Paul Ferraris
- Section of Neurosurgery, Department of Surgery, Jose R. Reyes Memorial Medical Center, Manila, Philippines
- Department of Surgery, Las Piñas General Hospital and Satellite Trauma Center, Las Piñas, Philippines
| | | | - Maria Cristina G. Bautista
- Department of Economics, Finance and Accounting, Graduate School of Business, Ateneo de Manila University, Makati, Philippines
| | - Dewa Putu Wisnu Wardhana
- Faculty of Medicine, Division of Neurosurgery, Department of Surgery, Udayana University Hospital, Udayana University, Bali, Indonesia
| | - Sri Maliawan
- Faculty of Medicine, Division of Neurosurgery, Department of Surgery, Sanglah General Hospital, Udayana University, Bali, Indonesia
| | - I Made Ady Wirawan
- Faculty of Medicine, Department of Public Health, Udayana University, Bali, Indonesia
| | - Rohadi Muhammad Rosyidi
- Faculty of Medicine, Department of Neurosurgery, West Nusa Tenggara Province Hospital, Mataram University, Mataram, Indonesia
| | - Kenny Seng
- Section of Neurosurgery, Department of Surgery, Jose R. Reyes Memorial Medical Center, Manila, Philippines
- Division of Neurosurgery, Department of Neurosciences, University of the Philippines–Philippine General Hospital, University of the Philippines College of Medicine, Manila, Philippines
| | - Joseph Erroll Navarro
- Section of Neurosurgery, Department of Surgery, Jose R. Reyes Memorial Medical Center, Manila, Philippines
| |
Collapse
|
21
|
Yagi M, Michikawa T, Suzuki S, Okada E, Nori S, Tsuji O, Nagoshi N, Asazuma T, Hosogane N, Fujita N, Nakamura M, Matsumoto M, Watanabe K. Characterization of Patients with Poor Risk for Clinical Outcomes in Adult Symptomatic Lumbar Deformity Surgery. Spine (Phila Pa 1976) 2021; 46:813-821. [PMID: 33399363 DOI: 10.1097/brs.0000000000003927] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective review of 159 surgically treated consecutive adult symptomatic lumbar deformity (ASLD) (65 ± 9 years, female: 94%) from a multicenter database. OBJECTIVE The aim of this study was to provide a comprehensive analysis of the risk of a poor clinical outcome in ASLD surgery. SUMMARY OF BACKGROUND DATA Poor-risk patients with ASLD remain poorly characterized. METHODS ASLD was defined as age >40 years with a lumbar curve ≥30° or C7SVA ≥5 cm and Scoliosis Research Society 22 (SRS22) pain or function <4. Poor outcome was defined as 2y SRS22 total <4 or pain, function or satisfaction ≤3. The outcomes of interest included age, sex, body mass index, bone mineral density, Schwab-SRS type, frailty, history of arthroplasty, upper-instrumented vertebral, lower-instrumented vertebral, levels involved, pedicle subtraction osteotomy, lumbar interbody fusion, sagittal alignment, global alignment and proportion (GAP) score, baseline SRS22r score, estimated blood loss, time of surgery, and severe adverse event (SAE). Poisson regression analyses were performed to identify the independent risks for poor clinical outcome. A patient was considered at poor risk if the number of risks was >4. RESULTS All SRS22 domains were significantly improved after surgery. In total, 21% (n = 34) reported satisfaction ≤3 and 29% (n = 46) reported pain or function ≤3. Poisson regression analysis revealed that frailty (odds ratio [OR]: 0.2 [0.1-0.8], P = .03), baseline mental-health (OR: 0.6 [0.4-0.9], P = .01) and function (OR: 1.9 [1.0-3.6], P < .01), GAP score (OR: 4.6 [1.1-18.7], P = .03), and SAE (OR: 3.0 [1.7-5.2], P < .01) were identified as independent risk for poor clinical outcome. Only 17% (n = 6) of the poor-risk patients reached SRS22 total score >4.0 at 2 years. CONCLUSION The overall clinical outcome was favorable for ASLD surgery. Poor-risk patients continue to have inferior outcomes, and alternative treatment strategies are needed to help improve outcomes in this patient population. Recognition and optimization of modifiable risk factors, such as physical function and mental health, and reduced SAEs may improve overall clinical outcomes of ASLD surgery.Level of Evidence: 3.
Collapse
Affiliation(s)
- Mitsuru Yagi
- Department of Orthopedic Surgery, Keio University School of Medicine, Shinjuku City, Tokyo, Japan
- Department of Orthopedic Surgery, National Hospital Organization Murayama Medical Center, Gakuen, Japan
| | - Takehiro Michikawa
- Department of Environmental and Occupational Health, School of Medicine, Toho University, Tokyo, Japan
| | - Satoshi Suzuki
- Department of Orthopedic Surgery, Keio University School of Medicine, Shinjuku City, Tokyo, Japan
| | - Eijiro Okada
- Department of Orthopedic Surgery, Keio University School of Medicine, Shinjuku City, Tokyo, Japan
| | - Satoshi Nori
- Department of Orthopedic Surgery, Keio University School of Medicine, Shinjuku City, Tokyo, Japan
| | - Osahiko Tsuji
- Department of Orthopedic Surgery, Keio University School of Medicine, Shinjuku City, Tokyo, Japan
| | - Narihito Nagoshi
- Department of Orthopedic Surgery, Keio University School of Medicine, Shinjuku City, Tokyo, Japan
| | - Takashi Asazuma
- Department of Orthopedic Surgery, National Hospital Organization Murayama Medical Center, Gakuen, Japan
| | - Naobumi Hosogane
- Department of Orthopedic Surgery, Kyorin University School of Medicine, Tokyo, Japan
| | - Nobuyuki Fujita
- Department of Orthopedic Surgery, Fujita Health University, Aichi, Japan
| | - Masaya Nakamura
- Department of Orthopedic Surgery, Keio University School of Medicine, Shinjuku City, Tokyo, Japan
| | - Morio Matsumoto
- Department of Orthopedic Surgery, Keio University School of Medicine, Shinjuku City, Tokyo, Japan
| | - Kota Watanabe
- Department of Orthopedic Surgery, Keio University School of Medicine, Shinjuku City, Tokyo, Japan
| |
Collapse
|
22
|
Dowzicky PM, Shah AA, Barg FK, Eriksen WT, McHugh MD, Kelz RR. An Assessment of Patient, Caregiver, and Clinician Perspectives on the Post-discharge Phase of Care. Ann Surg 2021; 273:719-724. [PMID: 31356271 DOI: 10.1097/sla.0000000000003479] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
OBJECTIVE We sought to elicit patients', caregivers', and health care providers' perceptions of home recovery to inform care personalization in the learning health system. SUMMARY BACKGROUND DATA Postsurgical care has shifted from the hospital into the home. Daily care responsibilities fall to patients and their caregivers, yet stakeholder concerns in these heterogeneous environments, especially as they relate to racial inequities, are poorly understood. METHODS Surgical oncology patients, caregivers, and clinicians participated in freelisting; an open-ended interviewing technique used to identify essential elements of a domain. Within 2 weeks after discharge, participants were queried on 5 domains: home independence, social support, pain control, immediate, and overall surgical impact. Salience indices, measures of the most important words of interest, were calculated using Anthropac by domain and group. RESULTS Forty patients [20 whites and 20 African-Americans (AAs)], 30 caregivers (17 whites and 13 AAs), and 20 providers (8 residents, 4 nurses, 4 nurse practitioners, and 4 attending surgeons) were interviewed. Patients and caregivers attended to the personal recovery experience, whereas providers described activities and individuals associated with recovery. All groups defined surgery as life-changing, with providers and caregivers discussing financial and mortality concerns. Patients shared similar thoughts about social support and self-care ability by race, whereas AA patients described heterogeneous pain management and more hopeful recovery perceptions. AA caregivers expressed more positive responses than white caregivers. CONCLUSIONS Patients live the day-to-day of recovery, whereas caregivers and clinicians also contemplate more expansive concerns. Incorporating relevant perceptions into traditional clinical outcomes and concepts could enhance the surgical experience for all stakeholders.
Collapse
Affiliation(s)
- Phillip M Dowzicky
- Department of Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Arnav A Shah
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Frances K Barg
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Whitney T Eriksen
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | | | - Rachel R Kelz
- Department of Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| |
Collapse
|
23
|
Goh GS, Yue WM, Guo CM, Tan SB, Chen JLT. Comparative Demographics and Outcomes of Minimally Invasive Transforaminal Lumbar Interbody Fusion in Chinese, Malays, and Indians. Clin Spine Surg 2021; 34:66-72. [PMID: 33633059 DOI: 10.1097/bsd.0000000000001020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 04/29/2020] [Indexed: 11/26/2022]
Abstract
STUDY DESIGN This study carried out a retrospective review of prospectively collected registry data. OBJECTIVE This study aimed to determine whether (1) utilization rates; (2) demographics and preoperative statuses; and (3) clinical outcomes differ among Chinese, Malays, and Indians undergoing minimally invasive transforaminal lumbar interbody fusion (MIS-TLIF). SUMMARY OF BACKGROUND DATA There is a marked racial disparity in spine surgery outcomes between white and African American patients. Comparative studies of ethnicity have mostly been carried out in American populations, with an underrepresentation of Asian ethnic groups. It is unclear whether these disparities exist among Chinese, Malays, and Indians. METHODS A prospectively maintained registry was reviewed for 753 patients who underwent primary MIS-TLIF for degenerative spondylolisthesis between 2006 and 2013. The cohort was stratified by race. Comparisons of demographics, functional outcomes, and patient satisfaction were performed preoperatively and 1 month, 3 months, 6 months, and 2 years postoperatively. RESULTS Compared with population statistics, there was an overrepresentation of Chinese (6.6%) and an underrepresentation of Malays (5.0%) and Indians (3.5%) who underwent MIS-TLIF. Malays and Indians were younger and had higher body mass index at the time of surgery compared with Chinese. After adjusting for age, sex, and body mass index, Malays had significantly worse back pain and Indians had poorer Short-Form 36 Physical Component Summary compared with Chinese preoperatively. Chinese also had a better preoperative Oswestry Disability Index compared with the other races. Although significant differences remained at 1 month, there was no difference in outcomes up to 2 years postoperatively, except for a lower Physical Component Summary in Indians compared with Chinese at 2 years. The rate of minimal clinically important difference attainment, satisfaction, and expectation fulfillment was also comparable. At 2 years, 87.0% of Chinese, 76.9% of Malays, and 91.7% of Indians were satisfied. CONCLUSION The variations in demographics, preoperative statuses, and postoperative outcomes between races should be considered when interpreting outcome studies of lumbar spine surgery in Asian populations. LEVEL OF EVIDENCE Level III-nonrandomized cohort study.
Collapse
Affiliation(s)
- Graham S Goh
- Department of Orthopedic Surgery, Singapore General Hospital
| | | | - Chang-Ming Guo
- Department of Orthopedic Surgery, Singapore General Hospital
| | - Seang-Beng Tan
- Orthopaedic and Spine Clinic, Mount Elizabeth Medical Centre, Singapore, Singapore
| | | |
Collapse
|
24
|
Rethorn ZD, Garcia AN, Cook CE, Gottfried ON. Quantifying the collective influence of social determinants of health using conditional and cluster modeling. PLoS One 2020; 15:e0241868. [PMID: 33152044 PMCID: PMC7644039 DOI: 10.1371/journal.pone.0241868] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 10/21/2020] [Indexed: 12/31/2022] Open
Abstract
Objectives Our objective was to analyze the collective effect of social determinants of health (SDoH) on lumbar spine surgery outcomes utilizing two different statistical methods of combining variables. Methods This observational study analyzed data from the Quality Outcomes Database, a nationwide United States spine registry. Race/ethnicity, educational attainment, employment status, insurance payer, and gender were predictors of interest. We built two models to assess the collective influence of SDoH on outcomes following lumbar spine surgery—a stepwise model using each number of SDoH conditions present (0 of 5, 1 of 5, 2 of 5, etc) and a clustered subgroup model. Logistic regression analyses adjusted for age, multimorbidity, surgical indication, type of lumbar spine surgery, and surgical approach were performed to identify the odds of failing to demonstrate clinically meaningful improvements in disability, back pain, leg pain, quality of life, and patient satisfaction at 3- and 12-months following lumbar spine surgery. Results Stepwise modeling outperformed individual SDoH when 4 of 5 SDoH were present. Cluster modeling revealed 4 distinct subgroups. Disparities between the younger, minority, lower socioeconomic status and the younger, white, higher socioeconomic status subgroups were substantially wider compared to individual SDoH. Discussion Collective and cluster modeling of SDoH better predicted failure to demonstrate clinically meaningful improvements than individual SDoH in this cohort. Viewing social factors in aggregate rather than individually may offer more precise estimates of the impact of SDoH on outcomes.
Collapse
Affiliation(s)
- Zachary D. Rethorn
- Doctor of Physical Therapy Division, Duke University, Durham, North Carolina, United States of America
- * E-mail:
| | - Alessandra N. Garcia
- Physical Therapy Program, College of Pharmacy & Health Sciences, Campbell University, Buies Creek, North Carolina, United States of America
| | - Chad E. Cook
- Doctor of Physical Therapy Division, Duke University, Durham, North Carolina, United States of America
- Duke Clinical Research Institute, Duke University, Durham, North Carolina, United States of America
| | - Oren N. Gottfried
- Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina, United States of America
| |
Collapse
|
25
|
Atkinson RB, Ortega G, Green AR, Chun MBJ, Harrington DT, Lipsett PA, Mullen JT, Petrusa E, Reidy E, Haider AH, Smink DS. Concordance of Resident and Patient Perceptions of Culturally Dexterous Patient Care Skills. JOURNAL OF SURGICAL EDUCATION 2020; 77:e138-e145. [PMID: 32739444 PMCID: PMC7704898 DOI: 10.1016/j.jsurg.2020.07.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 07/02/2020] [Accepted: 07/10/2020] [Indexed: 06/11/2023]
Abstract
PURPOSE Disparities in surgical care persist. To mitigate these disparities, we are implementing and testing the Provider Awareness and Cultural dexterity Toolkit for Surgeons (PACTS), a curriculum to improve surgical residents' cultural dexterity during clinical encounters. We analyzed baseline data to look for concordance between residents' self-perceived cultural dexterity skills and patients' perceptions of their skills. We hypothesized that residents would rate their skills in cultural dexterity higher than patients would perceive those skills. METHODS Prior to the implementation of the curriculum, surgical residents at 5 academic medical centers completed a self-assessment of their skills in culturally dexterous patient care using a modified version of the Cross-Cultural Care Survey. Randomly selected surgical inpatients at these centers completed a similar survey about the quality of culturally dexterous care provided by a surgery resident on their service. Likert scale responses for both assessments were classified as high (agree/strongly agree) or low (neutral/disagree/strongly disagree) competency. Resident and patient ratings of cultural dexterity were compared. Assessments were considered dexterous if 75% of responses were in the high category. Univariate and multivariate analysis was conducted using STATA 16. RESULTS A total of 179 residents from 5 surgical residency programs completed self-assessments prior to receiving the PACTS curriculum, including 88 (49.2%) women and 97 (54.2%) junior residents (PGY 1-2s), of whom 54.7% were White, 19% were Asian, and 8.9% were Black/African American. A total of 494 patients with an average age of 55.1 years were surveyed, of whom 238 (48.2%) were female and 320 (64.8%) were White. Fifty percent of residents viewed themselves as culturally dexterous, while 57% of patients reported receiving culturally dexterous care; this difference was not statistically significant (p = 0.09). Residents who perceived themselves to be culturally dexterous were more likely to self-identify as non-White as compared to White (p < 0.05). On multivariate analysis, White patients were more likely to report highly dexterous care, whereas Black patients were more likely to report poorly dexterous care (p < 0.05). CONCLUSIONS At baseline, half of patients reported receiving culturally dexterous care from surgical residents at 5 academic medical centers in the United States. This was consistent with residents' self-assessment of their cultural dexterity skills. White patients were more likely to report receiving culturally dexterous care as compared to non-White patients. Non-White residents were more likely to feel confident in their cultural dexterity skills. A novel curriculum has been designed to improve these interactions between patients and surgical residents.
Collapse
Affiliation(s)
- Rachel B Atkinson
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts.
| | - Gezzer Ortega
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts
| | | | - Maria B J Chun
- John A. Burns School of Medicine, University of Hawaii at Manoa, Honolulu, Hawaii
| | - David T Harrington
- Warren Alpert School of Medicine, Brown University, Providence, Rhode Island
| | - Pamela A Lipsett
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - John T Mullen
- Massachusetts General Hospital, Boston, Massachusetts
| | - Emil Petrusa
- Massachusetts General Hospital, Boston, Massachusetts
| | - Emma Reidy
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts
| | - Adil H Haider
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts; Aga Khan University Medical College, Karachi, Pakistan
| | - Douglas S Smink
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts
| |
Collapse
|
26
|
Sivaganesan A, Khan I, Pennings JS, Roth SG, Nolan ER, Oleisky ER, Asher AL, Bydon M, Devin CJ, Archer KR. Why are patients dissatisfied after spine surgery when improvements in disability and pain are clinically meaningful? Spine J 2020; 20:1535-1543. [PMID: 32544721 DOI: 10.1016/j.spinee.2020.06.008] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 05/11/2020] [Accepted: 06/08/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND CONTEXT Studies have found that most patients are satisfied after spine surgery, with rates ranging from 53% to 90%. Patient satisfaction appears to be closely related to achieving clinical improvement in pain and disability after surgery. While the majority of the literature has focused on patients who report both satisfaction and clinical improvement in disability and pain, there remains an important subpopulation of patients who have clinically relevant improvement but report being dissatisfied with surgery. PURPOSE To examine why patients who achieve clinical improvement in disability or pain also report dissatisfaction at 1-year after spinal surgery. STUDY DESIGN Retrospective analysis of prospective data from a national spine registry, the Quality Outcomes Database. PATIENT SAMPLE There were 34,076 participants undergoing elective surgery for degenerative spine pathology who had clinical improvement in disability or pain. OUTCOME MEASURES Satisfaction with surgery was assessed with 1-item from the North American Spine Society lumbar spine outcome assessment. Participants with answer choices other than "treatment met my expectations" were classified as dissatisfied. METHODS Patients completed a baseline and 12-month postoperative assessment to evaluate disability, pain, and satisfaction. Clinical improvement was defined as patients who achieved a 30% or greater improvement in spine-related disability (Oswestry/Neck Disability Index) or extremity pain (11-point Numeric Rating Scale) from baseline to 12-month after surgery. A generalized linear mixed model was used to predict the odds of the patient being dissatisfied 1-year after surgery from demographic, clinical and surgical characteristics, postoperative complications and revision, and return to work and previous physical activity. Random effects were included to model the effect of both site and surgeon on dissatisfaction. Sensitivity analyses were conducted on samples who achieved 30% or greater improvement in (1) disability only, (2) axial (back/neck) pain only, (3) extremity (leg/arm)pain only, (4) both disability and axial pain, and (5) both disability and extremity pain. Results showed the same pattern of findings across all samples. RESULTS Twenty-eight percent of patients were classified as dissatisfied with their spine surgery and 72% classified as satisfied. For patients with clinical improvement in disability or extremity pain at 1-year, significant predictors of higher odds of dissatisfaction included baseline psychological distress, current smoking status, workers compensation claim, lower education, higher ASA grade, lumbar versus cervical procedure, and increased axial pain, major complication within 30 days, and revision surgery within 12-months. The most important contributors to dissatisfaction were return to work and return to previous physical activity, with the odds of dissatisfaction being over 2 times and 4 times higher for these variables. Site and surgeon explained 3.8% of the variance in dissatisfaction, with more of the variance attributed to site than to surgeon. CONCLUSIONS Several modifiable factors, including psychological distress, current smoking status, and failure to return to work and physical activity, helped explain why patients report being dissatisfied with surgery despite clinical improvement in disability or pain. The findings of this study have the potential to help providers identify at-risk patients, set realistic expectations during preoperative counseling, and implement postoperative management strategies. A multidisciplinary approach to rehabilitation that includes functional goal setting or restoration may help to improve patients psychological distress as well as return to work and previous physical activity after spine surgery.
Collapse
Affiliation(s)
- Ahilan Sivaganesan
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Inamullah Khan
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jacquelyn S Pennings
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Steven G Roth
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Elizabeth R Nolan
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Emily R Oleisky
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Anthony L Asher
- Carolina Neurosurgery and Spine Associates, Charlotte, NC, USA
| | - Mohamad Bydon
- Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Clinton J Devin
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN, USA; Steamboat Orthopaedic and Spine Institute, Steamboat Springs, CO, USA
| | - Kristin R Archer
- Department of Orthopaedic Surgery, Center for Musculoskeletal Research, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Physical Medicine & Rehabilitation, Osher Center for Integrative Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
| |
Collapse
|
27
|
Lower Satisfaction After Adult Spinal Deformity Surgery in Japan Than in the United States Despite Similar SRS-22 Pain and Function Scores: A Propensity-Score Matched Analysis. Spine (Phila Pa 1976) 2020; 45:E1097-E1104. [PMID: 32205706 DOI: 10.1097/brs.0000000000003483] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN A multicenter retrospective case series. OBJECTIVE The purpose of this study was to compare the clinical outcomes of a surgical treatment for adult spinal deformity (ASD) in the United States (US) with those in Japan (JP) in a matched cohort. SUMMARY OF BACKGROUND DATA Surgical outcomes of thoracic-lumbar-sacral (TLS) spinal fusions in adult spinal deformity ASD patients who live in Asian countries are poorly understood. METHODS A total of 300 surgically treated ASDs of age more than 50 years with the lowest instrumented vertebra at the pelvis and a minimum follow-up of 2 years (2y) were consecutively included. Patients were propensity-score matched for age, sex, levels fused, and 2y postop sagittal spinal alignment. Demographic, surgical, and radiographic parameters were compared between the US and JP groups. RESULTS A total of 186 patients were matched by propensity score and were almost identical within these parameters: age (US vs. JP: 66 ± 8 vs. 65 ± 7 yr), sex (females: 90% vs. 89%), levels fused (10 ± 3 vs. 10 ± 2), 2y C7 sagittal vertical axis (C7SVA) (5 ± 5 vs. 5 ± 4 cm), 2y Pelvic incidence minus lumbar lordosis (9 ± 15° vs. 9 ± 15°), and 2y pelvic tilt (PT) (25 ± 10° vs. 24 ± 10°). Oswestry Disability Index (ODI) scores and Scoliosis Research Society patient questionnaire ((SRS-22) function and pain scores were similar at 2y between the US and JP groups (ODI: 27 ± 19% vs. 28 ± 14%, P = 0.72; SRS-22 function: 3.6 ± 0.9 vs. 3.6 ± 0.7, P = 0.54; SRS-22 pain: 3.6 ± 1.0 vs. 3.8 ± 0.8, P = 0.11). However, significantly lower satisfaction was observed in JP than in the US (SRS-22 satisfaction: 4.3 ± 0.9 vs. 4.0 ± 0.8, P < 0.01). CONCLUSION Surgical treatment for ASD was similarly effective in patients in the US and in JP. However, satisfaction scores were lower in JP compared with the US. Differences in lifestyle and cultural expectations may impact patient satisfaction following ASD surgery. LEVEL OF EVIDENCE 3.
Collapse
|
28
|
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: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 11/12/2019] [Accepted: 11/13/2019] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTENT Vertebral augmentation procedures are used for treatment of osteoporotic compression fractures. Prior studies have reported disparities in the treatment of patients with osteoporotic vertebral fractures, particularly with regards to the use of vertebroplasty and kyphoplasty. PURPOSE The purpose of this study is to report updates in racial and health insurance inequalities of spine augmentation procedures in patients with osteoporotic fractures. METHODS With the use of the National Inpatient Sample, we identified hospitalized patients with osteoporotic fractures between the period of 2011 and 2015. Patients with spine augmentation, defined by the utilization of vertebroplasty and kyphoplasty, were also identified. Our primary outcome was defined as the utilization of spine augmentation procedures across ethnic (white, hispanic, black, and asian/pacific islander) and insurance (self-pay, private insurance, Medicare, and Medicaid) groups. Variables were identified from the NIS database using International Classification of Diseases, Ninth and Tenth diagnosis codes. Univariate and multivariate regression analysis was used for statistical analysis with p value <.05 considered significant. A subgroup analysis was performed across the utilization of kyphoplasty, vertebroplasty, and Medicare coverage. RESULTS We identified a total of 110,028 patients with a primary diagnosis of vertebral fracture between 2011 and 2015 (mean age: 74.4±13.6 years, 68% women). About 16,237 patients (14.8%) underwent any type of spine augmentation with over 75% of the patients receiving kyphoplasty. Multivariate analysis showed that black patients (odds ratio [OR]=0.64, 95% confidence interval [CI]: 0.58-0.70, p<.001), Hispanic patients (OR=0.79, 95% CI: 0.73-0.86, p<.001), and Asian/Pacific Islander (OR=0.79, 95% CI: 0.70-0.89, p<.001) had significantly lower odds for receiving any spine augmentation compared with white patients. Patients with Medicaid (OR=0.59, 95% CI: 0.53-0.66, p<.001), private insurance (OR=0.90, 95% CI: 0.85-0.96, p=.001), and those who self-pay (OR=0.57, 95% CI: 0.47-0.69, p<.001) had significantly lower odds of spine augmentation compared with those with Medicare. Comparative use of kyphoplasty was not significantly different between white and black patients (OR=0.85, 95% CI: 0.70-1.04, p=.12). However, Hispanic patients (OR=0.84, 95% CI: 0.71-0.99, p=.04) and Asian/Pacific Islander patients (OR=0.73, 95% CI: 0.58-0.92, p=.007) had significantly lower use of kyphoplasty compared with white patients. The comparative use of kyphoplasty among patients receiving spine augmentation was not significantly different across each insurances status when compared with patients with Medicare. CONCLUSIONS Our study suggests that racial and socioeconomic disparities continue to exist with the utilization of spine augmentation procedures in hospitalized patients with osteoporotic fractures.
Collapse
Affiliation(s)
- Vwaire Orhurhu
- Department of Anesthesiology, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave, Boston, MA, USA.
| | - Emeka Agudile
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Robert Chu
- Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Ivan Urits
- Department of Anesthesiology, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave, Boston, MA, USA
| | - Mariam Salisu Orhurhu
- Departments of Anesthesiology and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Omar Viswanath
- Department of Anesthesiology, Creighton University School of Medicine, Omaha, NE, USA
| | - Emmanuel Ohuabunwa
- Department of Emergency Medicine, Yale New Haven Health System, New Haven, CT, USA
| | - Thomas Simopoulos
- Department of Anesthesiology, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave, Boston, MA, USA
| | - Joshua Hirsch
- Division of Endovascular/Interventional Neuroradiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jatinder Gill
- Department of Anesthesiology, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave, Boston, MA, USA
| |
Collapse
|
29
|
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 2020; 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.
Collapse
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
| | | |
Collapse
|
30
|
Lind KE, Flug JA. Sociodemographic Variation in the Use of Conservative Therapy Before MRI of the Lumbar Spine for Low Back Pain in the Era of Public Reporting. J Am Coll Radiol 2019; 16:560-569. [PMID: 30947888 DOI: 10.1016/j.jacr.2018.12.047] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Accepted: 12/26/2018] [Indexed: 12/23/2022]
Abstract
PURPOSE To evaluate the relationship between use of MRI of the lumbar spine for low back pain without prior conservative therapy and sociodemographic factors after the implementation of public reporting for Medicare's Hospital Outpatient Imaging Efficiency Measure for MRI Lumbar Spine for Low Back Pain (OP-8) metric. MATERIALS AND METHODS We conducted a secondary data analysis using a nationally representative sample of 2009 to 2014 Medicare claims to evaluate trends in use of conservative therapy before MRI of the lumbar spine. Continuously enrolled fee-for-service Medicare beneficiaries were included. We applied the same criteria used by Medicare to generate a measure consistent with OP-8. Regression was used to evaluate trends in OP-8 by reporting status (outpatient hospital or clinic) and beneficiary characteristics. Age, sex, and race from the Medicare denominator and area-level socioeconomic measures from the Area Health Resource File were used as covariates. RESULTS Use of conservative therapy before MRI increased regardless of OP-8 reporting status. Several sociodemographic characteristics were associated with the likelihood of receiving conservative therapy before MRI; beneficiaries were less likely to receive conservative therapy before MRI if they were male, older, black, Hispanic or Latino; if they lived in the West or in an area with more college graduates; or if they had low incomes. Beneficiaries were more likely to receive conservative therapy before MRI if they had poorer health or lived in areas with higher home values. CONCLUSION Variations in use of conservative therapy according to factors other than clinically relevant factors, such as health status, are worrying. Further strategies are needed to improve appropriateness and equity in the provision of diagnostic imaging.
Collapse
Affiliation(s)
- Kimberly E Lind
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, Australia.
| | - Jonathan A Flug
- Mayo Clinic Arizona, Department of Radiology, Phoenix, Arizona
| |
Collapse
|
31
|
Asher AL, Devin CJ, Kerezoudis P, Nian H, Alvi MA, Khan I, Sivaganesan A, Harrell FE, Archer KR, Bydon M. Predictors of patient satisfaction following 1- or 2-level anterior cervical discectomy and fusion: insights from the Quality Outcomes Database. J Neurosurg Spine 2019; 31:835-843. [PMID: 31470402 DOI: 10.3171/2019.6.spine19426] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Accepted: 06/17/2019] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Patient satisfaction with treatment outcome is gaining an increasingly important role in assessing the value of surgical spine care delivery. Nationwide data evaluating the predictors of patient satisfaction in elective cervical spine surgery are lacking. The authors sought to decipher the impacts of the patient, surgical practice, and surgeon on satisfaction with outcome following anterior cervical discectomy and fusion (ACDF). METHODS The authors queried the Quality Outcomes Database for patients undergoing 1- to 2-level ACDF for degenerative spine disease since 2013. Patient satisfaction with the surgical outcome as measured by the North American Spine Society (NASS) scale comprised the primary outcome. A multivariable proportional odds logistic regression model was constructed with adjustments for baseline patient characteristics and surgical practice and surgeon characteristics as fixed effects. RESULTS A total of 4148 patients (median age 54 years, 48% males) with complete 12-month NASS satisfaction data were analyzed. Sixty-seven percent of patients answered that "surgery met their expectations" (n = 2803), while 20% reported that they "did not improve as much as they had hoped but they would undergo the same operation for the same results" (n = 836). After adjusting for a multitude of patient-specific as well as hospital- and surgeon-related factors, the authors found baseline Neck Disability Index (NDI) score, US geographic region of hospital, patient race, insurance status, symptom duration, and Workers' compensation status to be the most important predictors of patient satisfaction. The discriminative ability of the model was satisfactory (c-index 0.66, overfitting-corrected estimate 0.64). CONCLUSIONS The authors' results found baseline NDI score, patient race, insurance status, symptom duration, and Workers' compensation status as well as the geographic region of the hospital to be the most important predictors of long-term patient satisfaction after a 1- to 2-level ACDF. The findings of the present analysis further reinforce the role of preoperative discussion with patients on setting treatment goals and realistic expectations.
Collapse
Affiliation(s)
- Anthony L Asher
- 1Department of Neurological Surgery, Carolina Neurosurgery and Spine Associates and Neurological Institute, Carolinas Healthcare System, Charlotte, North Carolina
| | - Clinton J Devin
- 2Orthopaedics of Steamboat Springs, Steamboat Springs, Colorado
| | | | - Hui Nian
- 4Department of Biostatistics, Vanderbilt University School of Medicine, and Departments of
| | - Mohammed Ali Alvi
- 3Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota; and
| | | | | | - Frank E Harrell
- 4Department of Biostatistics, Vanderbilt University School of Medicine, and Departments of
| | - Kristin R Archer
- 6Orthopedic Surgery, and
- 7Physical Medicine and Rehabilitation, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Mohamad Bydon
- 3Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota; and
| |
Collapse
|
32
|
Sanford Z, Taylor H, Fiorentino A, Broda A, Zaidi A, Turcotte J, Patton C. Racial Disparities in Surgical Outcomes After Spine Surgery: An ACS-NSQIP Analysis. Global Spine J 2019; 9:583-590. [PMID: 31448190 PMCID: PMC6693061 DOI: 10.1177/2192568218811633] [Citation(s) in RCA: 68] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVES Racial disparities in postoperative outcomes are unfortunately common. We present data assessing race as an independent risk factor for postoperative complications after spine surgery for Native American (NA) and African American (AA) patients compared with Caucasians (CA). METHODS The American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database was queried for spine procedures performed in 2015. Data was subdivided by surgery, demography, comorbidity, and 30-day postoperative outcomes, which were then compared by race. Regression was performed holding race as an independent risk factor. RESULTS A total of 4803 patients (4106 CA, 522 AA, 175 NA) were included in this analysis. AA patients experienced longer length of stay (LOS) and operative times (P < .001) excluding lumbar fusion, which was significantly shorter (P = .035). AA patients demonstrated higher comorbidity burden, specifically for diabetes and hypertension (P < .005), while NA individuals were higher tobacco consumers (P < .001). AA race was an independent risk factor associated with longer LOS across all cervical surgeries (β = 1.54, P <.001), lumbar fusion (β = 0.77, P = .009), and decompression laminectomy (β = 1.23, P < .001), longer operative time in cervical fusion (β = 12.21, P = .032), lumbar fusion (β = -24.00, P = .016), and decompression laminectomy (OR = 20.95, P < .001), greater risk for deep vein thrombosis in lumbar fusion (OR = 3.72, P = .017), and increased superficial surgical site infections (OR = 5.22, P = .001) and pulmonary embolism (OR = 5.76, P = .048) in decompression laminectomy. NA race was an independent risk factor for superficial surgical site infections following cervical fusion (OR = 14.58, P = .044) and decompression laminectomy (OR = 4.80, P = .021). CONCLUSION AA and NA spine surgery patients exhibit disproportionate comorbidity burden and greater 30-day complications compared with CA patients. AA and NA race were found to independently affect rates of complications, LOS, and operation time.
Collapse
Affiliation(s)
- Zachary Sanford
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA,Zachary Sanford, Department of Orthopedic and Sports
Medicine, Anne Arundel Medical Center, 2000 Medical Parkway Suite 100, Annapolis, MD
21401, USA.
| | - Haley Taylor
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA,Department of Surgery, Anne Arundel Medical Center, Annapolis, MD, USA
| | - Alyson Fiorentino
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA
| | - Andrew Broda
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA
| | - Amina Zaidi
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA
| | - Justin Turcotte
- Department of Surgery, Anne Arundel Medical Center, Annapolis, MD, USA
| | - Chad Patton
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA,Orthopedic and Sports Medicine Specialists, Anne Arundel Medical Center,
Annapolis, MD, USA
| |
Collapse
|