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Opara OA, Narayanan R, Issa T, Tarawneh OH, Lee Y, Patrizio HA, Glover A, Brown B, McCormick C, Kurd MF, Kaye ID, Canseco JA, Hilibrand AS, Vaccaro AR, Kepler CK, Schroeder GD. Socioeconomic Status Impacts Length of Stay and Nonhome Discharge Disposition After Posterior Cervical Decompression and Fusion. Spine (Phila Pa 1976) 2025; 50:E22-E28. [PMID: 39175429 DOI: 10.1097/brs.0000000000005125] [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: 05/28/2024] [Accepted: 06/22/2024] [Indexed: 08/24/2024]
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE To examine how community-level economic disadvantage impacts short-term outcomes following posterior cervical decompression and fusion (PCDF) for cervical spondylotic myelopathy. SUMMARY OF BACKGROUND DATA The effects of socioeconomic factors, measured by the Distress Community Index (DCI), on postoperative outcomes after PCDF are underexplored. By understanding the impact of socioeconomic status (SES) on PCDF outcomes, disparities in care can be addressed. MATERIALS AND METHODS Retrospective review of 554 patients who underwent PCDF for cervical spondylotic myelopathy between 2017 and 2022. SES was assessed using DCI obtained from patient zip codes. Patients were stratified into quintiles from Prosperous to Distressed based on DCI. Bivariate analyses and multivariate regressions were performed to evaluate the associations between social determinants of health and surgical outcomes, including length of stay, home discharge, complications, and readmissions. RESULTS Patients living in at-risk/distressed communities were more likely to be Black (53.3%). Patients living in at-risk/distressed communities had the longest hospitalization (6.24 d vs. prosperous: 3.92, P =0.006). Significantly less at-risk/distressed patients were discharged home without additional services (37.3% vs. mid-tier: 52.5% vs. comfortable: 53.4% vs. prosperous: 56.4%, P <0.001). On multivariate analysis, residing in an at-risk/distressed community was independently associated with nonhome discharge [odds ratio (OR): 2.28, P =0.007] and longer length of stay (E:1.54, P =0.017). CONCLUSIONS Patients from socioeconomically disadvantaged communities experience longer hospitalizations and are more likely to be discharged to a rehabilitation or skilled nursing facility following PCDF. Social and economic barriers should be addressed as part of presurgical counseling and planning in elective spine surgery to mitigate these disparities and improve the quality and value of health care delivery, regardless of socioeconomic status.
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Affiliation(s)
- Olivia A Opara
- Rothman Orthopaedic Institute, Thomas Jefferson University
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Overstreet DS, Hollis RH. Achieving Health Equity: Advancing Colorectal Surgery among Racial and Ethnic Minorities in America. Clin Colon Rectal Surg 2025; 38:34-40. [PMID: 39734714 PMCID: PMC11679203 DOI: 10.1055/s-0044-1786532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2024]
Abstract
Racial inequities in short and long-term outcomes following colorectal surgery continue to persist. Using inflammatory bowel disease and colorectal cancer as disease foci, we review existing racial inequities in surgical outcomes and complications, discuss how social determinants of health and biopsychosocial factors can contribute to these inequities, and highlight potential mechanisms for building interventions to achieve health equity following colorectal surgery for minority populations.
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Affiliation(s)
- Demario S. Overstreet
- Division of Gastrointestinal Surgery, Department of General Surgery, University of Alabama at Birmingham, Birmingham, Alabama
| | - Robert H. Hollis
- Division of Gastrointestinal Surgery, Department of General Surgery, University of Alabama at Birmingham, Birmingham, Alabama
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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.
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Oduguwa E, Azam F, Jenkins A, Farid M, Wang J, Possu A, Tao J, Adeyemo E, Mofor P, Kenfack YJ, Hall K, Barrie U, Aoun SG, Bagley CA. Exploring Health Inequalities and Presurgical Attitudes on Postsurgical Outcomes in Spine Surgery. World Neurosurg 2024; 190:e648-e664. [PMID: 39097086 DOI: 10.1016/j.wneu.2024.07.198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 07/27/2024] [Indexed: 08/05/2024]
Abstract
OBJECTIVE The influence of social determinants of health on health disparities is substantial. However, their impact on postsurgical outcomes in spine can be challenging to ascertain at the community level. This study aims to explore the interplay between presurgical attitudes, area deprivation index (ADI), income, employment status, and body mass index (BMI) on postsurgical outcomes at 3, 6, 9, and 12 months after elective spine surgery. METHODS The study involved 127 patients who underwent elective spine surgery between August 2021 and August 2022 at a large academic institution. The main objective involved a prospective analysis of presurgical attitudes, coupled with a retrospective assessment of ADI, income, employment status, and BMI over 3, 6, 9, and 12 months following elective spine surgery using a univariate analysis. RESULTS Utilizing the univariate analyses, ADI displayed a significant correlation with increased Patient-Reported Outcomes Measurement Information System and Visual Analog Scale scores both before surgery and at the 3-, 6-, and 9-month postsurgical intervals (P < 0.05). One year after surgery, patients in the lowest income group (annual income under $25,000) consistently demonstrated the highest Patient-Reported Outcomes Measurement Information System pain (8.00, P = 0.022). Patients who were not employed had significantly lower levels of social support (P = 0.042) and confidence in the health care system (P = 0.009). Individuals who were unemployed were most likely to be readmitted six weeks after surgery (P < 0.001). CONCLUSIONS Presurgical attitudes, ADI, income, employment status, and BMI were important factors associated with improved surgical outcome measurements, indicating potential focal points for combating health disparities in spinal surgery patients.
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Affiliation(s)
- Emmanuella Oduguwa
- Department of Neurological Surgery, The University of Texas Southwestern Medical Center, Dallas, Texas, USA.
| | - Faraaz Azam
- Department of Neurological Surgery, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Abigail Jenkins
- Department of Neurological Surgery, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Michael Farid
- Weill Cornell Medical College, Cornell University, New York City, New York, USA
| | - Jason Wang
- Department of Neurological Surgery, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Alejandra Possu
- Department of Neurological Surgery, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Jonathan Tao
- Department of Neurological Surgery, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Emmanuel Adeyemo
- Department of Orthopaedic Surgery, Detroit Medical Center, Detroit, Michigan, USA
| | - Paula Mofor
- Department of Neurological Surgery, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Yves Jordan Kenfack
- Department of Neurological Surgery, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Kristen Hall
- Department of Neurological Surgery, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Umaru Barrie
- Department of Neurological Surgery, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Salah G Aoun
- Department of Neurological Surgery, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Carlos A Bagley
- Department of Neurological Surgery, Saint Luke's Neurological & Spine Surgery, Kansas City, Missouri, USA
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Williams VB. Spine Pain. Continuum (Minneap Minn) 2024; 30:1344-1362. [PMID: 39445924 DOI: 10.1212/con.0000000000001473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2024]
Abstract
OBJECTIVE Spine pain is one of the most common presenting concerns in health care settings. This article reviews clinical strategies for evaluating and managing patients with spine pain. LATEST DEVELOPMENTS Minimally invasive interventional procedures, virtual reality, predictive analytics, neuromodulation, and other evolving technologies are significantly impacting the management of spine pain. Advances in modern pain science have also led to effective skills and treatment strategies, including patient interviews and queries for insight regarding pain, education, and cognitive restructuring, and adjusting the timing of examination (after reeducation) and examination techniques to encourage the experience of movement in the absence of assumed tissue damage. An evolving understanding of the influence of patient-centric thoughts, framing, emotional status, and cognitive restructuring's influence on the brain's response to perceived threat are important aspects of spine pain management. ESSENTIAL POINTS The correlation of clinical presentations with structural abnormalities is necessary but insufficient to evaluate and manage spine pain. Modern pain science acknowledges pain as a subjective experience but recognizes a critical distinction between tissue damage, nociception, and the experience of pain. What and how we communicate with patients, as well as evolving neuromodulation technologies, augment conventional approaches.
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Yang D, Orellana K, Lee J, Bram J, Sarkar S, Renjilian CB, Ganley TJ. The Child Opportunity Index and Outcomes After Pediatric Anterior Cruciate Ligament Reconstruction. Orthop J Sports Med 2024; 12:23259671241248433. [PMID: 39351066 PMCID: PMC11440534 DOI: 10.1177/23259671241248433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 11/21/2023] [Indexed: 10/04/2024] Open
Abstract
Background Research at the intersection between social determinants of health (SDOH) and orthopaedics remains an area of active exploration, with recent literature demonstrating significant disparities in a wide array of orthopaedic outcomes in patients with different SDOH. Purpose/Hypothesis The purpose of this study was to use a validated composite measure of SDOH mapped to census tracts (Child Opportunity Index [COI]) to explore disparities in functional outcomes after anterior cruciate ligament (ACL) reconstruction. It was hypothesized that patients with a lower COI score would have delayed surgical care and worse functional outcomes after ACL reconstruction. Study Design Cohort study; Level of evidence, 3. Methods Demographic, surgical, and functional outcomes data were extracted for all patients aged ≤18 years who underwent primary ACL reconstruction at our institution between 2009 and 2019. Strength deficits were calculated, and COI quintile scores were obtained. One-way analysis of variance, the chi-square test, and the Fisher exact test were used to compare variables of interest between the lower 2 quintiles (low group) and the upper 2 quintiles (high group). Results Of the 1027 patients, 226 (22.0%) were in the low group, while 801 (78.0%) were in the high group. There was a significantly greater time from injury to surgery in the low group than in the high group (98.15 ± 102.65 vs 71.79 ± 101.88 days, respectively; P < .001). The low group had a significantly lower extension-flexion range of motion at 1- and 3-month follow-up (P = .03 and P = .02, respectively) but no difference at 6-month follow-up (P = .27). The low group attended fewer physical therapy visits than the high group (24.82 ± 10.55 vs 37.81 ± 18.07, respectively; P < .001). The low group had significant deficits in quadriceps strength at 3, 6, and 9 months at 180 deg/s (P = .03, P < .001, and P = .01, respectively) and at 6 months at 300 deg/s (P = .002). Conclusion In this study, we found that the COI was associated with disparities in key clinical outcomes including time to surgery, postoperative range of motion, and postoperative strength.
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Affiliation(s)
- Daniel Yang
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Kevin Orellana
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Julianna Lee
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Joshua Bram
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Sulagna Sarkar
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | | | - Theodore J Ganley
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
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Issa TZ, Haider AA, Lambrechts MJ, Sherman MB, Canseco JA, Vaccaro AR, Schroeder GD, Kepler CK, Hilibrand AS. Preoperative Oswestry Disability Index Should not be Utilized to Determine Surgical Eligibility for Patients Requiring Lumbar Fusion for Degenerative Lumbar Spine Disease. Spine (Phila Pa 1976) 2024; 49:965-972. [PMID: 38420655 DOI: 10.1097/brs.0000000000004972] [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: 12/26/2023] [Accepted: 02/14/2024] [Indexed: 03/02/2024]
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE To evaluate how preoperative Oswestry Disability Index (ODI) thresholds might affect minimal clinically important difference (MCID) achievement following lumbar fusion. SUMMARY OF BACKGROUND DATA As payers invest in alternative payment models, some are suggesting threshold cutoffs of patient-reported outcomes (PROMs) in reimbursement approvals for orthopedic procedures. The feasibility of this has not been investigated in spine surgery. MATERIALS/METHODS We included all adult patients undergoing one to three-level primary lumbar fusion at a single urban tertiary academic center from 2014 to 2020. ODI was collected preoperatively and one year postoperatively. We implemented theoretical threshold cutoffs at increments of 10. MCID was set at 14.3. The percent of patients meeting MCID were determined among patients "approved" or "denied" at each threshold. At each threshold, the positive predictive value (PPV) for MCID attainment was calculated. RESULTS A total 1368 patients were included and 62.4% (N=364) achieved MCID. As the ODI thresholds increased, a greater percent of patients in each group reached the MCID. At the lowest ODI threshold, 6.58% (N=90) of patients would be denied, rising to 20.2%, 39.5%, 58.4%, 79.9%, and 91.4% at ODI thresholds of 30, 40, 50, 60, and 70, respectively. The PPV increased from 0.072 among patients with ODI>20 to 0.919 at ODI>70. The number of patients denied a clinical improvement in the denied category per patient achieving the MCID increased at each threshold (ODI>20: 1.96; ODI>30: 2.40; ODI>40: 2.75; ODI>50: 3.03; ODI>60: 3.54; ODI>70: 3.75). CONCLUSION Patients with poorer preoperative ODI are significantly more likely to achieve MCID following lumbar spine fusion at all ODI thresholds. Setting a preoperative ODI threshold for surgical eligibility will restrict access to patients who may benefit from spine fusion despite ODI>20 demonstrating the lowest predictive value for MCID achievement. LEVEL OF EVIDENCE 3.
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Affiliation(s)
- Tariq Z Issa
- Department of Orthopaedic Surgery, Rothman Institute and Thomas Jefferson University, Philadelphia, PA
| | - Ameer A Haider
- Department of Orthopaedic Surgery, Washington University School of Medicine, St. Louis, MO
| | - Mark J Lambrechts
- Department of Orthopaedic Surgery, Washington University School of Medicine, St. Louis, MO
| | - Matthew B Sherman
- Department of Orthopaedic Surgery, Rothman Institute and Thomas Jefferson University, Philadelphia, PA
| | - Jose A Canseco
- Department of Orthopaedic Surgery, Rothman Institute and Thomas Jefferson University, Philadelphia, PA
| | - Alexander R Vaccaro
- Department of Orthopaedic Surgery, Rothman Institute and Thomas Jefferson University, Philadelphia, PA
| | - Gregory D Schroeder
- Department of Orthopaedic Surgery, Rothman Institute and Thomas Jefferson University, Philadelphia, PA
| | - Christopher K Kepler
- Department of Orthopaedic Surgery, Rothman Institute and Thomas Jefferson University, Philadelphia, PA
| | - Alan S Hilibrand
- Department of Orthopaedic Surgery, Rothman Institute and Thomas Jefferson University, Philadelphia, PA
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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.
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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
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Issa TZ, McCurdy MA, Lee Y, Lambrechts MJ, Sherman MB, Kalra A, Goodman P, Canseco JA, Hilibrand AS, Vaccaro AR, Schroeder GD, Kepler CK. The Impact of Socioeconomic Status on the Presence of Advance Care Planning Documents in Patients With Acute Cervical Spinal Cord Injury. J Am Acad Orthop Surg 2024; 32:354-361. [PMID: 38271675 DOI: 10.5435/jaaos-d-23-00763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 11/27/2023] [Indexed: 01/27/2024] Open
Abstract
INTRODUCTION Patients presenting with spinal cord injury (SCI) often times have notable deficits or polytrauma and may require urgent decision making for early management. However, their presentation may affect decision-making ability. Although advance care planning (ACP) may help guide spine surgeons as to patient preferences, the rate at which they are available and disparities in ACP completion are still not understood. The objective of this study was to evaluate disparities in the completion of ACP among patients with acute SCI. METHODS All patients presenting with cervical SCI to the emergency department at an urban, tertiary level I trauma center from 2010 to 2021 were identified from a prospective database of all consults evaluated by the spine service. Each patient's medical record was reviewed to assess for the presence of ACP documents such as living will, power of attorney, or advance directive. Community-level socioeconomic status was assessed using the Distressed Communities Index. Bivariable and multivariable analyses were performed. RESULTS We identified 424 patients: 104 (24.5%) of whom had ACP. Patients with ACP were older (64.8 versus 56.5 years, P = 0.001), more likely White (78.8% versus 71.9%, P = 0.057), and present with ASIA Impairment Scale grade A SCI (21.2% versus 12.8%, P = 0.054), although the latter two did not reach statistical significance. On multivariable logistic regression, patients residing in at-risk communities were significantly less likely to have ACP documents compared with those in prosperous communities (odds ratio [OR]: 0.29, P = 0.03). Although patients living in distressed communities were less likely to complete ACP compared with those in prosperous communities (OR 0.50, P = 0.066), this did not meet statistical significance. Female patients were also less likely to have ACP (OR: 0.43, P = 0.005). CONCLUSION Female patients and those from at-risk communities are markedly less likely to complete ACP. Attention to possible disparities during admission and ACP discussions may help ensure that patients of all backgrounds have treatment goals documented.
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Affiliation(s)
- Tariq Z Issa
- From the Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA (Issa, McCurdy, Lee, Sherman, Kalra, Goodman, Canseco, Hilibrand, Vaccaro, Schroeder, and Kepler), the Feinberg School of Medicine, Northwestern University, Chicago, IL (Issa), and the Department of Orthopaedic Surgery, Washington University School of Medicine, St. Louis, MO (Lambrechts)
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Baxter SN, Brennan JC, Johnson AH, Chapa L, Robbins S, Turcotte JJ, King PJ. Non-White Race and Concomitant Orthopedic Conditions Are Risk Factors for Failure to Achieve Clinically Relevant Improvement After Total Knee Arthroplasty. J Arthroplasty 2024; 39:927-934. [PMID: 37852453 DOI: 10.1016/j.arth.2023.10.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 09/26/2023] [Accepted: 10/02/2023] [Indexed: 10/20/2023] Open
Abstract
BACKGROUND Data from the American Joint Replacement Registry demonstrate that 1-year minimal clinically important difference (MCID) achievement rates after total knee arthroplasty (TKA) are substantially lower when using general patient reported outcome measures, such as Patient-Reported Outcomes Measurement Information System Physical Function (PROMIS-PF), than joint specific measures. The purpose of this study was to evaluate patient characteristics and outcomes associated with MCID achievement after TKA using the PROMIS-PF measure. METHODS A retrospective review of 263 patients undergoing TKA with preoperative and 1-year postoperative PROMIS-PF scores from March 12, 2020 to February 8, 2022 was performed. Three multivariate models were built to evaluate predictors of MCID achievement. Preoperative predictors evaluated included demographics, comorbidities, history of spine and knee surgery, and baseline PROMIS-PF. Postoperative clinical outcomes evaluated included lengths of stay, discharge statuses, complications, and utilizations of other orthopaedic services. RESULTS There were 109 patients (41%) who achieved an MCID at 1-year postoperatively. Non-white patients had 2.17 times lower odds of achieving MCID. No clinical outcomes assessed were independently predictive of MCID achievement. During the 1-year postoperative period, 63% of patients sought care for another orthopaedic condition. Patients requiring postoperative injections on another joint had a 2.27 times lower odds of achieving MCID. Those seen for spine conditions postoperatively had a 2.44 lower odds of achieving MCID. CONCLUSIONS Race, postoperative injections, and treatment for spine conditions after TKA were independent predictors of failure to achieve MCID. These results may guide preoperative patient consultation and risk-adjustment in future studies using PROMIS-PF as an endpoint for evaluation of TKA outcomes.
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Affiliation(s)
- Samantha N Baxter
- Luminis Health Orthopedics, Anne Arundel Medical Center, Annapolis, Maryland
| | - Jane C Brennan
- Luminis Health Orthopedics, Anne Arundel Medical Center, Annapolis, Maryland
| | - Andrea H Johnson
- Luminis Health Orthopedics, Anne Arundel Medical Center, Annapolis, Maryland
| | - Lauren Chapa
- Luminis Health Orthopedics, Anne Arundel Medical Center, Annapolis, Maryland
| | - Shayla Robbins
- Luminis Health Orthopedics, Anne Arundel Medical Center, Annapolis, Maryland
| | - Justin J Turcotte
- Luminis Health Orthopedics, Anne Arundel Medical Center, Annapolis, Maryland
| | - Paul J King
- Luminis Health Orthopedics, Anne Arundel Medical Center, Annapolis, Maryland
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Baxter SN, Johnson AH, Brennan JC, MacDonald JH, Turcotte JJ, King PJ. Social vulnerability adversely affects emergency-department utilization but not patient-reported outcomes after total joint arthroplasty. Arch Orthop Trauma Surg 2024; 144:1803-1811. [PMID: 38206446 DOI: 10.1007/s00402-023-05186-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 12/18/2023] [Indexed: 01/12/2024]
Abstract
INTRODUCTION Multiple studies demonstrate social deprivation is associated with inferior outcomes after total hip (THA) and total knee (TKA) arthroplasty; its effect on patient-reported outcomes is debated. The primary objective of this study evaluated the relationship between social vulnerability and the PROMIS-PF measure in patients undergoing THA and TKA. A secondary aim compared social vulnerability between patients who required increased resource utilization or experienced complications and those who didn't. MATERIALS AND METHODS A retrospective review of 537 patients from March 2020 to February 2022 was performed. The Centers for Disease Control Social Vulnerability Index (SVI) were used to quantify socioeconomic disadvantage. The cohort was split into THA and TKA populations; univariate and multivariate analyses were performed to evaluate primary and secondary outcomes. Statistical significance was assessed at p < 0.05. RESULTS 48.6% of patients achieved PROMIS-PF MCID at 1-year postoperatively. Higher levels of overall social vulnerability (0.40 vs. 0.28, p = 0.03) were observed in TKA patients returning to the ED within 90-days of discharge. Increased overall SVI (OR = 9.18, p = 0.027) and household characteristics SVI (OR = 9.57, p = 0.015) were independent risk factors for 90-day ED returns after TKA. In THA patients, increased vulnerability in the household type and transportation dimension was observed in patients requiring 90-day ED returns (0.51 vs. 0.37, p = 0.04). CONCLUSION Despite an increased risk for 90-day ED returns, patients with increased social vulnerability still obtain good 1-year functional outcomes. Initiatives seeking to mitigate the effect of social deprivation on TJA outcomes should aim to provide safe alternatives to ED care during early recovery.
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Affiliation(s)
- Samantha N Baxter
- Anne Arundel Medical Center Inc, 2000 Medical Parkway, Annapolis, MD, 21401, USA
| | - Andrea H Johnson
- Anne Arundel Medical Center Inc, 2000 Medical Parkway, Annapolis, MD, 21401, USA
| | - Jane C Brennan
- Anne Arundel Medical Center Inc, 2000 Medical Parkway, Annapolis, MD, 21401, USA
| | - James H MacDonald
- Anne Arundel Medical Center Inc, 2000 Medical Parkway, Annapolis, MD, 21401, USA
| | - Justin J Turcotte
- Anne Arundel Medical Center Inc, 2000 Medical Parkway, Annapolis, MD, 21401, USA.
| | - Paul J King
- Anne Arundel Medical Center Inc, 2000 Medical Parkway, Annapolis, MD, 21401, USA
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Shaikh HJF, Cady-McCrea CI, Menga EN, Molinari RW, Mesfin A, Rubery PT, Puvanesarajah V. Socioeconomic disadvantage is correlated with worse PROMIS outcomes following lumbar fusion. Spine J 2024; 24:107-117. [PMID: 37683769 DOI: 10.1016/j.spinee.2023.08.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Revised: 08/16/2023] [Accepted: 08/29/2023] [Indexed: 09/10/2023]
Abstract
BACKGROUND CONTEXT Socioeconomic status (SES) has been associated with differential healthcare outcomes and may be proxied using the area-deprivation index (ADI). Few studies to date have investigated the role of ADI on patient-reported outcomes and clinically meaningful improvement following lumbar spine fusion surgery. PURPOSE The purpose of this study is to investigate the role of SES on lumbar fusion outcomes using Patient-Reported Outcomes Measurement Information System (PROMIS) surveys. STUDY DESIGN/SETTING Retrospective review of a single institution cohort. PATIENT SAMPLE About 205 patients who underwent elective one-to-three level posterior lumbar spine fusion. OUTCOME MEASURES Change in PROMIS scores and achievement of minimum clinically important difference (MCID). METHODS Patients 18 years or older undergoing elective one-to-three level lumbar spine fusion secondary to spinal degeneration from January 2015 to September 2021 with minimum one year follow-up were reviewed. ADI was calculated using patient-supplied addresses and patients were grouped into quartiles. Higher ADI values represent worse deprivation. Minimum clinically important difference (MCID) thresholds were calculated using distribution-based methods. Analysis of variance testing was used to assess differences within and between the quartile cohorts. Multivariable regression was used to identify features associated with the achievement of MCID. RESULTS About 205 patients met inclusion and exclusion criteria. The average age of our cohort was 66±12 years. The average time to final follow-up was 23±8 months (range 12-36 months). No differences were observed between preoperative baseline scores amongst the four quartiles. All ADI cohorts showed significant improvement for pain interference (PI) at final follow-up (p<.05), with patients who had the lowest socioeconomic status having the lowest absolute improvement from preoperative baseline physical function (PF) and PI (p=.01). Only those patients who were in the lowest socioeconomic quartile failed to significantly improve for PF at final follow-up (p=.19). There was a significant negative correlation between socioeconomic level and the absolute proportion of patients reaching MCID for PI (p=.04) and PF (p=.03). However, while ADI was a significant predictor of achieving MCID for PI (p=.02), it was nonsignificant for achieving MCID for PF. CONCLUSIONS Our study investigated the influence of ADI on postoperative PROMIS scores and identified a negative correlation between ADI quartile and the proportion of patients reaching MCID. Patients in the worse ADI quartile had lower chances of reaching clinically meaningful improvement in PI. Policies focused on alleviating geographical deprivation may augment clinical outcomes following lumbar surgery.
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Affiliation(s)
- Hashim J F Shaikh
- Department of Orthopaedic Surgery & Physical Performance, University of Rochester Medical Center, 601 Elmwood Ave, Box 665, Rochester, NY, 14642 USA
| | - Clarke I Cady-McCrea
- Department of Orthopaedic Surgery & Physical Performance, University of Rochester Medical Center, 601 Elmwood Ave, Box 665, Rochester, NY, 14642 USA
| | - Emmanuel N Menga
- Department of Orthopaedic Surgery & Physical Performance, University of Rochester Medical Center, 601 Elmwood Ave, Box 665, Rochester, NY, 14642 USA
| | - Robert W Molinari
- Department of Orthopaedic Surgery & Physical Performance, University of Rochester Medical Center, 601 Elmwood Ave, Box 665, Rochester, NY, 14642 USA
| | - Addisu Mesfin
- Medstar Orthopaedic Institute, Georgetown University School of Medicine, 3800 Reservoir Rd NW, Washington DC 20007, USA
| | - Paul T Rubery
- Department of Orthopaedic Surgery & Physical Performance, University of Rochester Medical Center, 601 Elmwood Ave, Box 665, Rochester, NY, 14642 USA
| | - Varun Puvanesarajah
- Department of Orthopaedic Surgery & Physical Performance, University of Rochester Medical Center, 601 Elmwood Ave, Box 665, Rochester, NY, 14642 USA.
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Wellons RD, Duhe SE, MacDowell SG, Oxborough S, KC M. Investigating health disparities in vestibular rehabilitation. J Vestib Res 2024; 34:205-214. [PMID: 38759079 PMCID: PMC11380259 DOI: 10.3233/ves-240002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 04/09/2024] [Indexed: 05/19/2024]
Abstract
BACKGROUND Health disparities (HD) impact care delivery and health outcomes in individuals with vestibular disorders (IVD). OBJECTIVE The purpose of this study is to identify whether health disparities (HD) exist in Vestibular Rehabilitation (VR) between individuals identifying as Caucasians or racial or ethnic minorities (REM). METHODS This study was a retrospective chart review of IVD who attended outpatient VR between 1/2014 and 9/2020. Data recorded included age, gender, race/ethnicity, vestibular diagnosis, VR interventions, and pre-post outcome measures such as Dizziness Handicap Inventory (DHI), and Activities-Specific Balance Confidence Scale (ABC), Gait speed (GS), and Functional Gait Assessment (FGA). Chi-squared tests, one-tailed, and two-tailed t-tests (α= 0.05) were utilized to compare Caucasian and REM groups. RESULTS Three hundred and forty-three charts (N = 343) met inclusion/exclusion criteria. REM demonstrated higher median DHI scores (46 vs. 38, p = 0.008) and lower ABC scores (53.10% vs. 66.30%, p < 0.001) at VR evaluation compared to Caucasians. There were no statistically significant differences in DHI, ABC, FGA, and GS scores between Caucasians and REM at discharge. CONCLUSIONS VR was able to equalize HD in DHI and ABC which initially existed between REM and Caucasians. VR therapists should work with public health and policy researchers to improve access to VR.
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Affiliation(s)
- Rachel D. Wellons
- Department of Physical Therapy, Louisiana State University Health Sciences Center, New Orleans, LA, USA
| | - Sydney E. Duhe
- Our Lady of the Lake Hearing and Balance Center, Baton Rouge, LA, USA
| | - Sara G. MacDowell
- Our Lady of the Lake Hearing and Balance Center, Baton Rouge, LA, USA
| | | | - Madhav KC
- Yale School of Medicine, New Haven, CT, USA
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Tarawneh OH, Quan T, Liu IZ, Pizzarro J, Marquardt C, Tabaie SA. Racial disparities in readmission rates following surgical treatment of pediatric developmental dysplasia of the hip. EUROPEAN JOURNAL OF ORTHOPAEDIC SURGERY & TRAUMATOLOGY : ORTHOPEDIE TRAUMATOLOGIE 2023; 33:2847-2852. [PMID: 36853514 DOI: 10.1007/s00590-023-03496-z] [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: 11/28/2022] [Accepted: 02/13/2023] [Indexed: 03/01/2023]
Abstract
PURPOSE Across orthopedic subspecialties, significant racial disparities have been identified with regard to postoperative outcomes. Despite these findings among adult patients, the literature assessing these disparities within pediatric orthopedics is limited. The purpose of this study was to determine the independent predictors for unplanned readmission following surgical treatment of developmental dysplasia of the hip. METHODS Pediatric patients undergoing hip dysplasia surgery from 2012 to 2019 were identified in the National Surgical Quality Improvement Program-Pediatric database. Two patient groups were defined: patients who had unplanned hospital readmission within 30 days of surgery and patients who were not readmitted. Clinical characteristics assessed included gender, race, and American Society of Anesthesiologists (ASA) class. Risk factors for complications were assessed using bivariate and multivariate analysis. RESULTS Of 6561 pediatric patients undergoing surgical treatment for hip dysplasia, 540 (8.2%) had unplanned readmission. On bivariate analysis, non-white race (Black, Asian, Hispanic, American Indian, and Native Hawaiian), an ASA class of III, IV, or V, pulmonary, renal, neurological, and gastrointestinal comorbidities, as well as immune disease, steroid use, and nutritional support were significantly associated with unplanned readmission (p < 0.05 for all). After controlling for confounding variables on multivariate analysis, non-white race (OR 1.46; p = 0.042) and ASA class of III-V (OR 2.21; p = 0.002) were found to be independent predictors for readmission. CONCLUSION Clinicians should be advised of the increased readmission rates observed in non-white patients and those of higher ASA scores. Further work is needed to combat existing disparities within pediatric orthopedics.
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Affiliation(s)
- Omar H Tarawneh
- School of Medicine, New York Medical College, 40 Sunshine Cottage Rd, Valhalla, NY, 10595, USA.
| | - Theodore Quan
- Department of Orthopaedic Surgery, The George Washington University School of Medicine and Health Sciences, 2300 M St, Washington DC, Washington, DC, 20037, USA
| | - Ivan Z Liu
- The Medical College of Georgia, Augusta University, 1120 15th St, GA, 30912, Augusta, USA
| | - Jordan Pizzarro
- Department of Orthopaedic Surgery, The George Washington University School of Medicine and Health Sciences, 2300 M St, Washington DC, Washington, DC, 20037, USA
| | - Caillin Marquardt
- Department of Orthopaedic Surgery, The George Washington University School of Medicine and Health Sciences, 2300 M St, Washington DC, Washington, DC, 20037, USA
| | - Sean A Tabaie
- Department of Orthopaedic Surgery, Children's National Hospital, 111 Michigan Avenue, Washington, NWDC, 20010, USA
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15
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Lambrechts MJ, Issa TZ, Lee Y, D'Antonio ND, Kalra A, Sherman M, Canseco JA, Hilibrand AS, Vaccaro AR, Schroeder GD, Kepler CK. Procedures employing interbody devices and multi-level fusion require target price adjustment to build a sustainable lumbar fusion bundled payment model. Spine J 2023; 23:1485-1493. [PMID: 37302417 DOI: 10.1016/j.spinee.2023.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 04/12/2023] [Accepted: 06/02/2023] [Indexed: 06/13/2023]
Abstract
BACKGROUND CONTEXT Bundled payment models require risk adjustment to ensure appropriate targets are set. While this may be standardized for many services, spine fusions demonstrate significant variability in approach, invasiveness, and use of implants, that may require further risk adjustment. PURPOSE To evaluate variability in costs of spinal fusion episodes in a private insurer bundle payment program and identify whether current procedural terminology (CPT) code modifications are necessary for sustainable implementation. STUDY DESIGN/SETTING Retrospective single-institution cohort study. PATIENT SAMPLE A total of 542 lumbar fusion episodes in a private insurer bundled payment program from October 2018 to December 2020. OUTCOME MEASURES A total of 120-day episode of care net surplus/deficit, 90-day readmissions, discharge disposition, and length of hospital stay. METHODS A review was conducted of all lumbar fusions in a single institution's payer database. Surgical characteristics (approach [posterior lumbar decompression and fusion (PLDF), transforaminal lumbar interbody fusion (TLIF), and circumferential fusion], levels fused, and primary vs revision) were collected from manual chart review. Episode of care cost data were collected as net surplus or deficit with respect to target prices. A multivariate linear regression model was constructed to measure the independent effects of primary versus revision, levels fused, and approach on the net cost savings. RESULTS Most procedures were PLDFs (N=312, 57.6%), single-level (N=416, 76.8%) and primary fusions (N=477, 88.0%). Overall, 197 (36.3%) resulted in a deficit, and were more likely to be three levels (7.11% vs 2.03%, p=.005), revisions (18.8% vs 8.12%, p<.001), and TLIF (47.7% vs 35.1%, p<.001) or circumferential fusions (p<.001). One-level PLDFs resulted in the greatest cost savings per episode ($6,883). Across both PLDFs and TLIFs, 3-level procedures resulted in significant deficit of -$23,040 and -$18,887, respectively. For circumferential fusions, 1-level fusions resulted in deficit of -$17,169 per case which rose to -$64,485 and -$49,222 for 2- and 3-level fusions. All 2- and 3-level circumferential spinal fusions resulted in a deficit. On multivariable regression, TLIF and circumferential fusions were independently associated with a deficit of -$7,378 (p=.004) and -$42,185 (p<.001), respectively. Three-level fusions were independently associated with an additional -$26,003 deficit compared to single-level fusions (p<.001). CONCLUSIONS Interbody fusions, especially circumferential fusions, and multi-level procedures are not adequately risk adjusted by current bundled payment models. Health systems may not be able to financially support these alternative payment models with improved procedure-specific risk adjustment.
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Affiliation(s)
- Mark J Lambrechts
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107
| | - Tariq Z Issa
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107.
| | - Yunsoo Lee
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107
| | - Nicholas D D'Antonio
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107
| | - Andrew Kalra
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107
| | - Matthew Sherman
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107
| | - Jose A Canseco
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107
| | - Alan S Hilibrand
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107
| | - Alexander R Vaccaro
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107
| | - Gregory D Schroeder
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107
| | - Christopher K Kepler
- Department of Orthopedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA 19107
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16
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Issa TZ, Lee Y, Toci GR, Lambrechts MJ, Kalra A, Pipa D, Canseco JA, Hilibrand AS, Vaccaro AR, Schroeder GD, Kepler CK. The role of socioeconomic factors as barriers to patient reported outcome measure completion following lumbar spine fusion. Spine J 2023; 23:1531-1539. [PMID: 37209966 DOI: 10.1016/j.spinee.2023.05.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 04/19/2023] [Accepted: 05/02/2023] [Indexed: 05/22/2023]
Abstract
BACKGROUND CONTEXT Although incorporating patient reported outcomes (PROMs) into practice allows healthcare systems to evaluate the value of care provided, research and policy reflecting PROMs can only be valid if they represent all patients. Few studies have evaluated socioeconomic barriers to PROM completion, and none have done so in a spine patient population. PURPOSE To identify patient barriers to PROM completion one year following lumbar spine fusion. STUDY DESIGN/SETTING Retrospective single-institution cohort study. PATIENT SAMPLE A total of 2,984 patients undergoing lumbar fusion between 2014 and 2020 OUTCOME MEASURES: Completion of Mental Component Score (MCS-12) and Physical Component Score (PCS-12) of Short Form-12 questionnaire 1 year postoperatively. METHODS A retrospective review was conducted of all patients undergoing 1-3-level lumbar fusion at a single urban tertiary center. PROMs were queried from our prospectively managed electronic outcomes database. Patients were considered to have complete PROMs if 1-year outcomes were available. Community-level characteristics were collected from patients' zip codes using the Economic Innovation Group Distressed Communities Index. Bivariate analyses were performed to assess factors associated with PROM incompletion along with multivariate logistic regression to control for confounders. RESULTS A total of 1,968 (66.0%) had incomplete 1-year PROMs. Patients with incomplete PROMs were more likely to be Black (14.5% vs 9.3%, p<.001), Hispanic (2.9% vs 1.6%, p=.027), reside in a distressed community (14.7% vs 8.5%, p<.001), and be active smokers (22.4% vs 15.5%, p<.001). On multivariate regression, Black race (OR: 1.46, p=.014, Hispanic ethnicity (OR: 2.19, p=.027), distressed community status (OR: 1.47, p=.024), workers' compensation status (OR: 2.82, p=.001), and active smoking (OR:1.31, p=.034) all were independently associated with PROM incompletion. Surgical characteristics, including primary surgeon, revision status, approach, and levels fused were not associated with PROM incompletion. CONCLUSIONS Social determinants of health impact completion of PROMs. Patients completing PROMs are overwhelmingly White, non-Hispanic, and reside in wealthier communities. Efforts should be taken to provide better education regarding PROMs and ensure closer follow-up of certain subgroups of patients to avoid furthering disparities in PROM research.
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Affiliation(s)
- Tariq Z Issa
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA; Feinberg School of Medicine, Northwestern University, 420 E Superior St, Chicago, IL 60611, USA.
| | - Yunsoo Lee
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - Gregory R Toci
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - Mark J Lambrechts
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - Andrew Kalra
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - David Pipa
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - Jose A Canseco
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - Alan S Hilibrand
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - Alexander R Vaccaro
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - Gregory D Schroeder
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
| | - Christopher K Kepler
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, 925 Chestnut St, 5th Floor, Philadelphia, PA 19107, USA
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Ramírez-Gonzalez M, Torres-Lugo NJ, Deliz-Jimenez D, Echegaray-Casalduc G, Ramírez N, Colón-Rodriguez E, Carro-Rivera J, De La Cruz A, Claudio-Roman Y, Massanet-Volrath J, Escobar-Medina E, Montañez-Huertas J. Efficacy of an Opioid-Sparing Perioperative Multimodal Analgesia Protocol on Posterior Lumbar Fusion in a Hispanic Population: A Randomized Controlled Trial. J Am Acad Orthop Surg 2023; 31:931-937. [PMID: 37192425 DOI: 10.5435/jaaos-d-22-00878] [Citation(s) in RCA: 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.
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Affiliation(s)
- Manuel Ramírez-Gonzalez
- Twin Cities Spine Center, Minneapolis, MN (Ramirez-Gonzalez), University of Puerto Rico School of Medicine, University of Puerto Rico Medical Sciences Campus, San Juan, PR (Claudio-Roman), Department of Orthopaedic Surgery, University of Puerto Rico, Medical Sciences Campus, San Juan, PR (Deliz-Jimenez, Torres-Lugo, and Echegaray-Casalduc, Massanet-Volrath, Carro-Rivera, Escobar-Medina, De La Cruz, and Montañez-Huertas), Department of Pediatric Orthopaedic Surgery, Mayagüez Medical Center, Mayagüez, PR (Ramirez), Department of Anesthesiology, University of Puerto Rico, Medical Sciences Campus, San Juan, PR (Colon-Rodriguez)
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Boakye LAT, Parker EB, Chiodo CP, Bluman EM, Martin EA, Smith JT. The Effects of Sociodemographic Factors on Baseline Patient-Reported Outcome Measures in Patients with Foot and Ankle Conditions. J Bone Joint Surg Am 2023; 105:1062-1071. [PMID: 36996237 DOI: 10.2106/jbjs.22.01149] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/01/2023]
Abstract
BACKGROUND Racial and ethnic care disparities persist within orthopaedics in the United States. This study aimed to deepen our understanding of which sociodemographic factors most impact patient-reported outcome measure (PROM) score variation and may explain racial and ethnic disparities in PROM scores. METHODS We retrospectively reviewed baseline PROMIS (Patient-Reported Outcomes Measurement Information System) Global-Physical (PGP) and PROMIS Global-Mental (PGM) scores of 23,171 foot and ankle patients who completed the instrument from 2016 to 2021. A series of regression models was used to evaluate scores by race and ethnicity after adjusting in a stepwise fashion for household income, education level, primary language, Charlson Comorbidity Index (CCI), sex, and age. Full models were utilized to compare independent effects of predictors. RESULTS For the PGP and PGM, adjusting for income, education level, and CCI reduced racial disparity by 61% and 54%, respectively, and adjusting for education level, language, and income reduced ethnic disparity by 67% and 65%, respectively. Full models revealed that an education level of high school or less and a severe CCI had the largest negative effects on scores. CONCLUSIONS Education level, primary language, income, and CCI explained the majority (but not all) of the racial and ethnic disparities in our cohort. Among the explored factors, education level and CCI were predominant drivers of PROM score variation. LEVEL OF EVIDENCE Prognostic Level IV . See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Lorraine A T Boakye
- Department of Orthopedic Surgery, Hospital of the University of Pennsylvania, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Emily B Parker
- Department of Orthopedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Christopher P Chiodo
- Department of Orthopedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Eric M Bluman
- Department of Orthopedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Elizabeth A Martin
- Department of Orthopedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Jeremy T Smith
- Department of Orthopedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
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Turcotte JJ, Baxter S, Pipkin K, Patton CM. Are We Considering the Whole Patient? The Impact of Physical and Mental Health on the Outcomes of Spine Care. Spine (Phila Pa 1976) 2023; 48:720-727. [PMID: 36856543 DOI: 10.1097/brs.0000000000004611] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 02/07/2023] [Indexed: 03/02/2023]
Abstract
STUDY DESIGN Retrospective, observational. OBJECTIVE To evaluate the influence of baseline health status on the physical and mental health (MH) outcomes of spine patients. SUMMARY OF BACKGROUND DATA Spine conditions can have a significant burden on both the physical and MH of patients. To date, few studies have evaluated the outcomes of both dimensions of health, particularly in nonoperative populations. MATERIALS AND METHODS At their first visit to a multidisciplinary spine clinic, 2668 nonoperative patients completed the Patient-reported Outcomes Measurement Information System-Global Health (PROMIS-GH) instrument and a questionnaire evaluating symptoms and goals of care. Patients were stratified by their baseline percentile score of the MH and physical health (PH) components of the PROMIS-GH. Four groups of patients were compared based on the presence or absence of bottom quartile PH or MH scores. The primary end point was the achievement of a minimal clinically important difference (MCID) on the MH or PH components at follow-up. Multivariate regression assessed the predictors of MCID achievement. RESULTS After controlling for demographics, symptoms, and goals, each 1-point increase in baseline PROMIS-GH mental score reduced the odds of achieving MH MCID by 9.0% ( P <0.001). Conversely, each 1-point increase in baseline GH-physical score increased the odds of achieving MCID by 4.5% ( P =0.005). Each 1-point increase in baseline GH-physical score reduced the odds of achieving PH MCID by 12.5% ( P <0.001), whereas each 1-point increase in baseline GH-mental score increased the odds of achieving MCID by 5.0% ( P <0.001). CONCLUSIONS Spine patients presenting with the lowest levels of physical or MH were most likely to experience clinically significant improvement in those domains. However, lower levels of physical or mental health made it less likely that patients would experience significant improvement in the alternative domain. Physicians should evaluate and address the complex spine population holistically to maximize improvement in both physical and mental health status.
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Affiliation(s)
- Justin J Turcotte
- Department of Orthopedics, Luminis Health Anne Arundel Medical Center, Annapolis, MD
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Issa TZ, Lambrechts MJ, Canseco JA, Hilibrand AS, Kepler CK, Vaccaro AR, Schroeder GD. Reporting demographics in randomized control trials in spine surgery - we must do better. Spine J 2023; 23:642-650. [PMID: 36400397 DOI: 10.1016/j.spinee.2022.11.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 10/07/2022] [Accepted: 11/08/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND CONTEXT Demographic factors contribute significantly to spine surgery outcomes. Although race and ethnicity are not proxies for disease states, the intersection between these patient characteristics and socioeconomic status significantly impact patient outcomes. PURPOSE The purpose of this study is to investigate the frequency of demographic reporting and analysis in randomized controlled clinical trials (RCTs) published in the three highest impact spine journals. STUDY DESIGN Systematic review. PATIENT SAMPLE We analyzed 278 randomized control trials published in The Spine Journal, Spine, and Journal of Neurosurgery: Spine between January 2012 - January 2022. OUTCOME MEASURES Extracted manuscript characteristics included the frequency of demographic reporting, sample size, and demographic composition of studies. METHODS We conducted a systematic review of RCTs published between January 2012 - January 2022 in the three highest impact factor spine journals in 2021: The Spine Journal, Spine, and Journal of Neurosurgery: Spine. We determined if age, gender, BMI, race, and ethnicity were reported and analyzed for each study. The overall frequency of demographic reporting was assessed, and the reporting trends were analyzed for each individual year and journal. Among studies that did report demographics, the populations were analyzed in comparison to the national population per United States (US) census reports. Studies were evaluated for bias using Cochrane risk-of-bias. RESULTS Our search identified 278 RCTs for inclusion. 166 were published in Spine, 65 in The Spine Journal, and 47 in Journal of Neurosurgery: Spine. Only 9.35% (N=26) and 3.9% (N=11) of studies reported race and ethnicity, respectively. Demographic reporting frequency did not vary based on the publishing journal. Reporting of age and BMI increased over time, but reporting of race and ethnicity did not. Among RCTs that reported race, 88% were conducted in the US, and 85.71% of the patients in these US studies were White. White subjects were overly represented compared to the US population (85.71% vs. 61.63%, p<.001), and non-White or Black patients were most underrepresented (2.89% vs. 25.96%, p<.001). CONCLUSIONS RCTs published in the three highest impact factor spine journals failed to frequently report patient race or ethnicity. Among studies published in the US, study populations are increasingly represented by non-Hispanic White patients. As we strive to care for an increasingly diverse population and reduce disparities to care, spine surgeons must do a better job reporting these variables to increase the external validity and generalizability of RCTs.
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Affiliation(s)
- Tariq Ziad Issa
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, 925 Chestnut St., Philadelphia, MO19107, USA
| | - Mark J Lambrechts
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, 925 Chestnut St., Philadelphia, MO19107, USA.
| | - Jose A Canseco
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, 925 Chestnut St., Philadelphia, MO19107, USA
| | - Alan S Hilibrand
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, 925 Chestnut St., Philadelphia, MO19107, USA
| | - Christopher K Kepler
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, 925 Chestnut St., Philadelphia, MO19107, USA
| | - Alexander R Vaccaro
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, 925 Chestnut St., Philadelphia, MO19107, USA
| | - Gregory D Schroeder
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute at Thomas Jefferson University Hospital, 925 Chestnut St., Philadelphia, MO19107, USA
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Diversity in Orthopaedic Surgery Medical Device Clinical Trials: An Analysis of the Food and Drug Administration Safety and Innovation Act. J Am Acad Orthop Surg 2023; 31:155-165. [PMID: 36525566 DOI: 10.5435/jaaos-d-22-00704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 10/31/2022] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION Demographic factors contribute markedly to orthopaedic surgery outcomes. However, women and minorities have been historically excluded from clinical trials. The United States passed the Safety and Innovation Act (Food and Drug Administration Safety and Innovation Act [FDA-SIA]) in 2012 to increase study diversity and mandate reporting of certain demographics. The purpose of this study was to investigate demographic reporting and analysis among high-risk orthopaedic medical device trials and evaluate the effectiveness of the FDA-SIA in increasing diversity of study enrollment. METHODS The premarket approval database was queried for all original submissions approved by the Orthopedic Advisory Committee from January 1, 2003, to July 1, 2022. Study demographics were recorded. Weighted means of race, ethnicity, and sex were compared before and after FDA-SIA implementation with the US population. RESULTS We identified 51 orthopaedic trials with unique study data. Most Food and Drug Administration device trials reported age (98.0%) and sex (96.1%), but only 49.0% and 37.3% reported race and ethnicity, respectively. Only 23 studies analyzed sex, six analyzed race, and two analyzed ethnicity. Compared with the US population, participants were overwhelmingly White (91.36% vs. 61.63%, P < 0.001) with a significant underrepresentation of Black (3.65% vs. 12.41%, P = 0.008), Asian (0.86% vs. 4.8%, P = 0.030), and Hispanic participants (3.02% vs. 18.73%, P < 0.001) before 2013. The FDA-SIA increased female patient enrollment (58.99% vs. 47.96%, P = 0.021) but did not increase the enrollment of racial or ethnic minorities. CONCLUSION Despite efforts to increase the generalizability of studies within the FDA-SIA, orthopaedic medical devices still fail to enroll diverse populations and provide demographic subgroup analysis. The study populations within these trials do not represent the populations for whom these devices will be indicated in the community. The federal government must play a stronger role in mandating study diversity, enforcing appropriate statistical analysis of the demographic subgroups, and executing measures to ensure compliance. LEVEL OF EVIDENCE I.
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22
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Patients From Socioeconomically Distressed Communities Experience Similar Clinical Improvements Following Anterior Cervical Discectomy and Fusion. Spine (Phila Pa 1976) 2022; 47:1701-1709. [PMID: 35960599 DOI: 10.1097/brs.0000000000004455] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 07/25/2022] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective cohort. OBJECTIVES The aim was to compare patient-reported outcome measures (PROMs) following anterior cervical discectomy and fusion (ACDF) when categorizing patients based on socioeconomic status. Secondarily, we sought to compare PROMs based on race. SUMMARY OF BACKGROUND DATA Social determinants of health are believed to affect outcomes following spine surgery, but there is limited literature on how combined socioeconomic status metrics affect PROMs following ACDF. MATERIALS AND METHODS The authors identified patients who underwent primary elective one-level to four-level ACDF from 2014 to 2020. Patients were grouped based on their distressed community index (DCI) quintile (Distressed, At-Risk, Mid-tier, Comfortable, and Prosperous) and then race (White or Black). Multivariate regression for ∆PROMs was performed based on DCI group and race while controlling for baseline demographics and surgical characteristics. RESULTS Of 1204 patients included in the study, all DCI groups improved across all PROMs, except mental health component score (MCS-12) for the Mid-tier group ( P =0.091). Patients in the Distressed/At-Risk group had worse baseline MCS-12, visual analog scale (VAS) Neck, and neck disability index (NDI). There were no differences in magnitude of improvement between DCI groups. Black patients had significantly worse baseline VAS Neck ( P =0.002) and Arm ( P =0.012) as well as worse postoperative MCS-12 ( P =0.016), PCS-12 ( P =0.03), VAS Neck ( P <0.001), VAS Arm ( P =0.004), and NDI ( P <0.001). Multivariable regression analysis did not identify any of the DCI groupings to be significant independent predictors of ∆PROMs, but being White was an independent predictor of greater improvement in ∆PCS-12 (β=3.09, P =0.036) and ∆NDI (β=-7.32, P =0.003). CONCLUSIONS All patients experienced clinical improvements regardless of DCI or race despite patients in Distressed communities and Black patients having worse preoperative PROMs. Being from a distressed community was not an independent predictor of worse improvement in any PROMs, but Black patients had worse improvement in NDI compared with White patients. LEVEL OF EVIDENCE 3.
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23
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Spirollari E, Vazquez S, Das A, Wang R, Ampie L, Carpenter AB, Zeller S, Naftchi AF, Beaudreault C, Ming T, Thaker A, Vaserman G, Feldstein E, Dominguez JF, Kazim SF, Al-Mufti F, Houten JK, Kinon MD. Characteristics of Patients Selected for Surgical Treatment of Spinal Meningioma. World Neurosurg 2022; 165:e680-e688. [PMID: 35779754 DOI: 10.1016/j.wneu.2022.06.121] [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: 04/19/2022] [Revised: 06/23/2022] [Accepted: 06/23/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Spinal meningiomas are benign extra-axial tumors that can present with neurological deficits. Treatment partly depends on the degree of disability as there is no agreed-upon patient selection algorithm at present. We aimed to elucidate general patient selection patterns in patients undergoing surgery for spinal meningioma. METHODS Data for patients with spinal tumors admitted between 2016 and 2019 were extracted from the U.S. Nationwide Inpatient Sample. We identified patients with a primary diagnosis of spinal meningioma (using International Classification of Disease, 10th revision codes) and divided them into surgical and nonsurgical treatment groups. Patient characteristics were evaluated for intergroup differences. RESULTS Of 6395 patients with spinal meningioma, 5845 (91.4%) underwent surgery. Advanced age, nonwhite race, obesity, diabetes mellitus, chronic renal failure, and anticoagulant/antiplatelet use were less prevalent in the surgical group (all P < 0.001). The only positive predictor of surgical treatment was elective admission status (odds ratio, 3.166; P < 0.001); negative predictors were low income, Medicaid insurance, anxiety, obesity, and plegia. Patients with bowel-bladder dysfunction, plegia, or radiculopathy were less likely to undergo surgical treatment. The surgery group was less likely to experience certain complications (deep vein thrombosis, P < 0.001; pulmonary embolism, P = 0.002). Increased total hospital charges were associated with nonwhite race, diabetes, depression, obesity, myelopathy, plegia, and surgery. CONCLUSIONS Patients treated surgically had a decreased incidence of complications, comorbidities, and Medicaid payer status. A pattern of increased utilization of health care resources and spending was also observed in the surgery group. The results indicate a potentially underserved population of patients with spinal meningioma.
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Affiliation(s)
| | - Sima Vazquez
- New York Medical College, Valhalla, New York, USA
| | - Ankita Das
- New York Medical College, Valhalla, New York, USA
| | - Richard Wang
- New York Medical College, Valhalla, New York, USA
| | - Leonel Ampie
- Department of Neurosurgery, University of Virginia, Charlottesville, Virginia, USA
| | - Austin B Carpenter
- Department of Neurosurgery, Westchester Medical Center, New York Medical College, Valhalla, New York, USA
| | - Sabrina Zeller
- Department of Neurosurgery, Westchester Medical Center, New York Medical College, Valhalla, New York, USA
| | | | | | - Tiffany Ming
- New York Medical College, Valhalla, New York, USA
| | - Akash Thaker
- New York Medical College, Valhalla, New York, USA
| | | | - Eric Feldstein
- Department of Neurosurgery, Westchester Medical Center, New York Medical College, Valhalla, New York, USA
| | - Jose F Dominguez
- Department of Neurosurgery, Westchester Medical Center, New York Medical College, Valhalla, New York, USA.
| | - Syed Faraz Kazim
- Department of Neurosurgery, University of New Mexico Hospital, Albuquerque, New Mexico, USA
| | - Fawaz Al-Mufti
- Department of Neurosurgery, Westchester Medical Center, New York Medical College, Valhalla, New York, USA
| | - John K Houten
- Department of Neurosurgery, Maimonides Medical Center, Northwell School of Medicine, Brooklyn, New York, USA
| | - Merritt D Kinon
- Department of Neurosurgery, Westchester Medical Center, New York Medical College, Valhalla, New York, USA
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Brown NJ, Jammal OA, Himstead A, Shahrestani S, Yang C, Patel NA, Gendreau JL, Sahyouni R, Diaz-Aguilar LD, Pham MH. Demographic Predictors of Treatment and Complications for Adult Spinal Deformity: An Analysis of the National Inpatient Sample. Clin Neurol Neurosurg 2022; 222:107423. [PMID: 36063642 DOI: 10.1016/j.clineuro.2022.107423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 08/18/2022] [Accepted: 08/20/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE To examine the role of demographics on surgical management and inpatient complications in patients with spinal deformity between 2010 and 2014 via retrospective analysis. METHODS Data were obtained from the National Inpatient Sample (NIS). International Classification of Diseases 9th revision codes were used to identify patients with a primary diagnosis of adult spinal deformity (ASD). Multivariable Poisson regression analyses were used to determine whether any individual demographic variables were predictive of surgical management, surgical complexity, postoperative complications and revision operations. RESULTS 17,433 patients were identified for analysis. Surgical intervention was performed for 94.5% of patients with a primary diagnosis of ASD. Patients at urban teaching hospitals were the most likely to receive surgery (OR= 2.13; 95% CI 1.51-2.95; p < 0.001) relative to rural patients. Female patients were the majority undergoing surgery and were more likely to receive a complication or require a revision when controlling for surgical complexity. Medicare patients were the least likely to undergo surgery and the most likely to receive complex fusion when undergoing an operation. Medicare patients were the least likely to experience complications (OR=0.89; 95% CI 0.80-0.98; p = 0.022) after adjusting for surgical complexity. With regards to race and ethnicity, Hispanics had a decreased likelihood of receiving a revision surgery. CONCLUSION There were substantial differences in rates of surgical management, postoperative complications, and revisions among individuals of different demographics including sex, insurance status, ethnicity and hospital teaching status. Further research evaluating the effect of demographics in spine surgery is warranted to fully understand their influence on patient outcomes.
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