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Campbell J, Stabosz S, Chiu C. Health action process approach and spinal cord injury: a scoping review. Disabil Rehabil 2024:1-15. [PMID: 39711224 DOI: 10.1080/09638288.2024.2442069] [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: 04/23/2024] [Revised: 12/08/2024] [Accepted: 12/10/2024] [Indexed: 12/24/2024]
Abstract
PURPOSE Spinal cord injury may result in chronic pain, difficulty walking and breathing, and/or paralysis. People with spinal cord injury (PwSCI) experience increased risk for chronic diseases and psychosocial distress (e.g. type 2 diabetes, substance use disorders) and premature mortality. The Health Action Process Approach (HAPA) is a social cognitive health behavior framework validated to explain modifiable preventative health behaviors (e.g. physical exercise, healthy eating, substance misuse) among people with chronic conditions. The present scoping review investigates what, how, and how much peer-reviewed research literature applies HAPA to preventative health behaviors among PwSCI. MATERIALS AND METHODS A search was conducted in seven community health databases including PubMed, CINAHL, PsycINFO, SocIndex, Scopus, Web of Science, Sociological Abstracts, and Library and Information Science Source. Seven peer-reviewed articles were identified. Conventional content analysis was used in the full-text review to identify themes and calculate theme frequency. RESULTS All studies were quantitative and applied HAPA to physical exercise. HAPA explained differences in sports participation, leisure time physical activity, and strength training. CONCLUSIONS A strong predictor of physical exercise was belief in the capability to overcome psychosocial barriers. More attention is needed on HAPA-identified barriers, and customized HAPA-based interventions to promote physical exercise among PwSCI.
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Affiliation(s)
- Jeanna Campbell
- School of Social Work, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - Sam Stabosz
- Department of Health and Kinesiology, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - Chungyi Chiu
- Department of Health and Kinesiology, University of Illinois Urbana-Champaign, Urbana, IL, USA
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Segraves R, Segraves J, Parr R, Samel E, Smith-Aldrick V. Maternal Health Disparities in Acute Care Rehabilitation. Phys Ther 2024; 104:pzae117. [PMID: 39178281 DOI: 10.1093/ptj/pzae117] [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: 06/30/2023] [Revised: 03/18/2024] [Accepted: 06/11/2024] [Indexed: 08/25/2024]
Abstract
Patients with a high-risk pregnancy or who immediately give birth are often not provided access to acute care occupational and physical therapy during their hospital admission. The greatest potential for health care crises, including maternal mortality, occurs during the first 6 weeks after birth. Maternal mortality and morbidity, which continue to rise in the United States, are considered indicators of the overall population health of a country. It is estimated that over 80% of pregnancy-related deaths are preventable. The leading causes of death within the first 6 weeks after birth are hemorrhage, hypertensive disorders, and infection. Implicit biases about childbearing individuals who are perceived to be relatively young, independent, active, and healthy may unintentionally contribute to areas of substandard care that adversely impact maternal health outcomes. It is a professional and ethical imperative that health providers, including occupational and physical therapists, establish themselves as allies to patient groups at high risk for disparate treatment. The Acute Care OB Rehab Implicit Bias Self-Reflection Tool is an instrument designed for health providers to identify stereotypes that may contribute to inequitable access to rehabilitation in the hospital after birth. Including rehabilitation services for the perinatal population in the hospital setting can play a pivotal role in early detection of adverse events with activity that may directly impact the increasing maternal mortality rate in the United States.
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Affiliation(s)
- Rebeca Segraves
- Enhanced Recovery and Wellness LLC, Colorado Springs, Colorado, USA
| | - Jenna Segraves
- Graceland University, Doctor of Physical Therapy Program, Independence, Missouri, USA
| | - Rebecca Parr
- Hanover College, Doctor of Physical Therapy Program, Hanover, Indiana, USA
| | - Erin Samel
- Androscoggin Valley Hospital, Berlin, New Hampshire, USA
| | - Vivian Smith-Aldrick
- Spaulding Rehabilitation Network, Women & Infants Hospital, Providence, Rhode Island, USA
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Li J, Farrow M, Ibrahim K, McTigue DM, Kramer J, Tong B, Jutzeler C, Jones L, Yarar-Fisher C. Racial differences in serological markers across the first year of injury in spinal cord injury: a retrospective analysis of a multi-center interventional study. Spinal Cord 2024; 62:486-494. [PMID: 38961159 PMCID: PMC11300300 DOI: 10.1038/s41393-024-00998-3] [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: 02/21/2024] [Revised: 05/17/2024] [Accepted: 05/22/2024] [Indexed: 07/05/2024]
Abstract
STUDY DESIGN Secondary analysis of a randomized, multi-center, placebo-controlled study(Sygen®). OBJECTIVES To evaluate racial differences in serological markers in individuals with spinal cord injury(SCI) across the first year of injury. SETTING Hospitals in North America. METHODS Serological markers (e.g.,cell count, liver, kidney, and pancreatic function, metabolism, and muscle damage) were assessed among 316 participants (247 White, 69 Black) at admission, weeks 1, 2, 4, 8, and 52 post-injury. Linear mixed models were employed to explore the main effects of time, race (Black vs. White), and their interaction, with adjustment of covariates such as study center, polytrauma, injury (level, completeness), treatment group, and sex. RESULTS A main effect of race was observed where White individuals had higher alanine transaminase, blood urea nitrogen(BUN), BUN/Creatinine ratio, sodium, and chloride, while Black individuals had higher calcium, total serum protein, and platelets. For markers with interaction effects, post-hoc comparisons showed that at week 52, White individuals had higher mature neutrophils, hematocrit, hemoglobin, mean corpuscular hemoglobin, albumin, and triglycerides, and Black individuals had higher amylase. Eosinophils, monocytes, red blood cells, aspartate aminotransferase, bilirubin, cholesterol, partial thromboplastin time, urine specific gravity, urine pH, CO2, and inorganic phosphorus did not differ between races. CONCLUSIONS Our results revealed racial differences in serological markers and underscores the importance of considering race as a determinant of physiological responses. Future studies are warranted to explore the causes and implications of these racial disparities to facilitate tailored clinical management and social policy changes that can improve health equity.
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Affiliation(s)
- Jia Li
- College of Medicine, Department of Physical Medicine & Rehabilitation, The Ohio State University, Columbus, OH, USA.
| | - Matthew Farrow
- College of Medicine, Department of Physical Medicine & Rehabilitation, The Ohio State University, Columbus, OH, USA
| | - Kerollos Ibrahim
- College of Medicine, Florida State University, Tallahassee, FL, USA
| | - Dana M McTigue
- College of Medicine - Department of Neuroscience, The Ohio State University, Columbus, OH, USA
| | - John Kramer
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
| | - Bobo Tong
- International Collaboration on Repair Discoveries (ICORD), University of British Columbia, Vancouver, BC, Canada
| | - Catherine Jutzeler
- Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Linda Jones
- Department of Physical Therapy, Thomas Jefferson University, Philadelphia, PA, USA
| | - Ceren Yarar-Fisher
- College of Medicine, Department of Physical Medicine & Rehabilitation, The Ohio State University, Columbus, OH, USA
- College of Medicine - Department of Neuroscience, The Ohio State University, Columbus, OH, USA
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Tarawneh OH, Narayanan R, McCurdy M, Issa TZ, Lee Y, Opara O, Pohl NB, Tomlak A, Sherman M, Canseco JA, Hilibrand AS, Vaccaro AR, Schroeder GD, Kepler CK. Evaluation of perioperative care and drivers of cost in geriatric thoracolumbar trauma. BRAIN & SPINE 2024; 4:102780. [PMID: 38510641 PMCID: PMC10951764 DOI: 10.1016/j.bas.2024.102780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 02/12/2024] [Accepted: 03/01/2024] [Indexed: 03/22/2024]
Abstract
Introduction As the population of elderly patients continues to rise, the number of these individuals presenting with thoracolumbar trauma is expected to increase. Research question To investigate thoracolumbar fusion outcomes for patients with vertebral fractures as stratified by decade. Secondarily, we examined the variability of cost across age groups by identifying drivers of cost of care. Materials and methods We queried the United States Nationwide Inpatient Sample(NIS) for adult patients undergoing spinal fusion for thoracolumbar fractures between 2012 and 2017. Patients were stratified by decade 60-69(sexagenarians), 70-79(septuagenarians) and 80-89(octogenarians). Bivariable analysis followed by multivariable regression was performed to assess independent predictors of length of stay(LOS), hospital cost, and discharge disposition. Results A total of 2767 patients were included, of which 46%(N = 1268) were sexagenarians, 36% septuagenarians and 18%(N = 502) octogenarians. Septuagenarians and octogenarians had shorter LOS compared to sexagenarians(ß = -0.88 days; p = 0.012) and(ß = -1.78; p < 0.001), respectively. LOS was reduced with posterior approach(-2.46 days[95% CI: 3.73-1.19]; p < 0.001), while Hispanic patients had longer LOS(+1.97 [95% CI: 0.81-3.13]; p < 0.001). Septuagenarians had lower total charges $12,185.70(p = 0.040), while the decrease in charges in octogenarians was more significant, with a decrease of $26,016.30(p < 0.001) as compared to sexagenarians. Posterior approach was associated with a decrease of $24,337.90 in total charges(p = 0.026). Septuagenarians and octogenarians had 1.72 higher odds(p < 0.001) and 4.16 higher odds(p < 0.001), respectively, of discharge to a skilled nursing facility. Discussion and conclusions Healthcare utilization in geriatric thoracolumbar trauma is complex. Cost reductions in the acute hospital setting may be offset by unaccounted costs after discharge. Further research into this phenomenon and observed racial/ethnic disparities must be pursued.
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Affiliation(s)
- Omar H. Tarawneh
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Rajkishen Narayanan
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Michael McCurdy
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Tariq Z. Issa
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Yunsoo Lee
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Olivia Opara
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Nicholas B. Pohl
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Alexa Tomlak
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Matthew Sherman
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Jose A. Canseco
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Alan S. Hilibrand
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Alexander R. Vaccaro
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Gregory D. Schroeder
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
| | - Christopher K. Kepler
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, PA, USA
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Furlan JC. Racial and Ethnical Discrepancies and Similarities in the Epidemiology, Survival, and Neurological Outcomes After Acute Traumatic Spinal Cord Injury: A Retrospective Cohort Study Using Data from the NASCIS-1 Trial. Top Spinal Cord Inj Rehabil 2023; 29:88-102. [PMID: 38174140 PMCID: PMC10759859 DOI: 10.46292/sci23-00055s] [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] [Indexed: 01/05/2024]
Abstract
Background Little is known about the impact of race/ethnicity on the clinical and neurological outcomes after acute traumatic spinal cord injury (tSCI). Objectives This study examined the influence of race/ethnicity on the individuals' survival and neurological recovery within the first year after tSCI. Methods The 306 cases enrolled in the First National Acute Spinal Cord Injury Study (NASCIS-1) were grouped as African American individuals (n = 84), non-Hispanic White individuals (n = 159), and other races/ethnicities that included Hispanic individuals (n = 60) and Asian individuals (n = 3). Outcome measures included survival and neurological recovery within the first year after tSCI. Data analyses were adjusted for major potential confounders. Results There were 39 females and 267 males with mean age of 31 years who mostly sustained cervical severe tSCI after motor vehicle accidents or falls. The three groups were comparable regarding sex distribution, level and severity of tSCI, level of consciousness at admission, and total received dose of methylprednisolone. African American individuals were significantly older than non-Hispanic White individuals (p = .0238). African American individuals and individuals of other races/ethnicities more often had a tSCI with open wound caused by missile and water-related accidents than non-Hispanic White individuals (p < .0001). Survival rates within the first year after tSCI were comparable among the three groups (p = .3191). Among the survivors, there were no significant differences among the three groups regarding motor and pinprick and light-touch sensory recovery (p > .0500). Conclusions The results of this study suggest that, while there were few differences among the racial/ethnical groups regarding the epidemiology of tSCI, race/ethnicity did not influence survival rate or neurological recovery within the first year post-tSCI.
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Affiliation(s)
- Julio C. Furlan
- Lyndhurst Centre, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
- KITE Research Institute, University Health Network, Toronto, ON, Canada
- Department of Medicine, Division of Physical Medicine and Rehabilitation, University of Toronto, Toronto, ON, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
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Nuechterlein A, Feng L, Yehia A, Illes J. Strengths, gaps, and future directions on the landscape of ethics-related research for spinal cord injury. Spinal Cord 2023; 61:477-482. [PMID: 37072509 PMCID: PMC10495258 DOI: 10.1038/s41393-023-00897-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 03/24/2023] [Accepted: 03/30/2023] [Indexed: 04/20/2023]
Abstract
Spinal cord injury (SCI) affects between 250,000-500,000 people globally each year. While the medical aspects of SCI have received considerable attention in the academic literature, discourse pertaining to its ethical implications is more limited. The experience of SCI is shaped by intersecting demographic and identity factors such as gender, race, and culture that necessitate an intersectional and value-based approach to ethics-related research that is properly situated in context. Given this background, we conducted a content analysis of academic studies exploring the perspectives and priorities of individuals with SCI published in peer-reviewed journals in the decade between 2012-2021. Terms pertaining to SCI and ethics were combined in a search of two major publication databases. We documented overall publication patterns, recruitment and research methods, reporting of demographic variables, and ethics-related discourse. Seventy (70) papers met inclusion criteria and were categorized by their major foci. Findings reveal a gap in reporting of participant demographics, particularly with respect to race and ethnicity, geographic background, and household income. We discuss these person-centered themes and gaps that must be closed in the reporting and supporting of SCI research.
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Affiliation(s)
- Anna Nuechterlein
- Neuroethics Canada, Division of Neurology, Department of Medicine, University of British Columbia, 2211 Wesbrook Mall, Koerner S124, Vancouver, BC, V6T 2B5, Canada
| | - Lydia Feng
- Neuroethics Canada, Division of Neurology, Department of Medicine, University of British Columbia, 2211 Wesbrook Mall, Koerner S124, Vancouver, BC, V6T 2B5, Canada
| | - Alaa Yehia
- Neuroethics Canada, Division of Neurology, Department of Medicine, University of British Columbia, 2211 Wesbrook Mall, Koerner S124, Vancouver, BC, V6T 2B5, Canada
| | - Judy Illes
- Neuroethics Canada, Division of Neurology, Department of Medicine, University of British Columbia, 2211 Wesbrook Mall, Koerner S124, Vancouver, BC, V6T 2B5, Canada.
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Peebles IS, Phillips TO, Hamilton RH. Toward more diverse, inclusive, and equitable neuromodulation. Brain Stimul 2023; 16:737-741. [PMID: 37088453 DOI: 10.1016/j.brs.2023.04.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 03/28/2023] [Accepted: 04/18/2023] [Indexed: 04/25/2023] Open
Abstract
Racial and ethnic disparities exist for many nervous system disorders that are intervention targets for neuromodulation investigators. Yet, to date, there has been both a lack of racial and ethnic diversity and a lack of emphasis on diversity in neuromodulation research. In this paper, we suggest three potential reasons for the lack of racial and ethnic diversity in neuromodulation research: 1) the lack of diversity in the neuromodulation workforce, 2) incompatibility between the technologies employed and phenotypic traits (e.g., hair texture) commonly present in minoritized populations, and 3) minoritized populations' reluctance to participate in clinical trials. We argue that increasing diversity in the neuromodulation workforce, in conjunction with mutual collaboration between current neuromodulation researchers and underrepresented communities in neuromodulation, can aid in removing barriers to diversity, equity, and inclusion in neuromodulation research. This is important, because greater diversity, equity, and inclusion in neuromodulation research brings with it the development of novel, yet safe and effective, treatment approaches for brain disorders and enhances the rigor and generalizability of discoveries in the field.
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Affiliation(s)
- Ian S Peebles
- University Center for Human Values, Princeton University, Princeton, NJ, 08544, United States.
| | - Taylor O Phillips
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, 19104, United States
| | - Roy H Hamilton
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, 19104, United States
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Racial differences in time to blood pressure control of aneurysmal subarachnoid hemorrhage patients: A single-institution study. PLoS One 2023; 18:e0279769. [PMID: 36827333 PMCID: PMC9955609 DOI: 10.1371/journal.pone.0279769] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 12/14/2022] [Indexed: 02/25/2023] Open
Abstract
BACKGROUND AND PURPOSE Aneurysmal subarachnoid hemorrhage occurs in approximately 30,000 patients annually in the United States. Uncontrolled blood pressure is a major risk factor for aneurysmal subarachnoid hemorrhage. Clinical guidelines recommend maintaining blood pressure control until definitive aneurysm securement occurs. It is unknown whether racial differences exist regarding blood pressure control and outcomes (HLOS, discharge disposition) in aneurysmal subarachnoid hemorrhage. Here, we aim to assess whether racial differences exist in 1) presentation, 2) clinical course, and 3) outcomes, including time to blood pressure stabilization, for aSAH patients at a large tertiary care medical center. METHODS We conducted a retrospective review of adult aneurysmal subarachnoid hemorrhage cases from 2013 to 2019 at a single large tertiary medical center. Data extracted from the medical record included sex, age, race, insurance status, aneurysm location, aneurysm treatment, initial systolic and diastolic blood pressure, Hunt Hess grade, modified Fisher score, time to blood pressure control (defined as time in minutes from first blood pressure measurement to the first of three consecutive systolic blood pressure measurements under 140mmHg), hospital length of stay, and final discharge disposition. RESULTS 194 patients met inclusion criteria; 140 (72%) White and 54 (28%) Black. While White patients were more likely than Black patients to be privately insured (62.1% versus 33.3%, p < 0.001), Black patients were more likely than White patients to have Medicaid (55.6% versus 15.0%, p < 0.001). Compared to White patients, Black patients presented with a higher median systolic (165 mmHg versus 148 mmHg, p = 0.004) and diastolic (93 mmHg versus 84 mmHg, p = 0.02) blood pressure. Black patients had a longer median time to blood pressure control than White patients (200 minutes versus 90 minutes, p = 0.001). Black patients had a shorter median hospital length of stay than White patients (15 days versus 18 days, p < 0.031). There was a small but statistically significant difference in modified Fisher score between black and white patients (3.48 versus 3.17, p = 0.04).There were no significant racial differences present in sex, Hunt Hess grade, discharge disposition, complications, or need for further interventions. CONCLUSION Black race was associated with higher blood pressure at presentation, longer time to blood pressure control, but shorter hospital length of stay. No racial differences were present in aneurysmal subarachnoid hemorrhage associated complications or interventions.
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Javeed S, Dibble CF, Greenberg JK, Zhang JK, Khalifeh JM, Park Y, Wilson TJ, Zager EL, Faraji AH, Mahan MA, Yang LJ, Midha R, Juknis N, Ray WZ. Upper Limb Nerve Transfer Surgery in Patients With Tetraplegia. JAMA Netw Open 2022; 5:e2243890. [PMID: 36441549 PMCID: PMC9706368 DOI: 10.1001/jamanetworkopen.2022.43890] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
IMPORTANCE Cervical spinal cord injury (SCI) causes devastating loss of upper extremity function and independence. Nerve transfers are a promising approach to reanimate upper limbs; however, there remains a paucity of high-quality evidence supporting a clinical benefit for patients with tetraplegia. OBJECTIVE To evaluate the clinical utility of nerve transfers for reanimation of upper limb function in tetraplegia. DESIGN, SETTING, AND PARTICIPANTS In this prospective case series, adults with cervical SCI and upper extremity paralysis whose recovery plateaued were enrolled between September 1, 2015, and January 31, 2019. Data analysis was performed from August 2021 to February 2022. INTERVENTIONS Nerve transfers to reanimate upper extremity motor function with target reinnervation of elbow extension and hand grasp, pinch, and/or release. MAIN OUTCOMES AND MEASURES The primary outcome was motor strength measured by Medical Research Council (MRC) grades 0 to 5. Secondary outcomes included Sollerman Hand Function Test (SHFT); Michigan Hand Outcome Questionnaire (MHQ); Disabilities of Arm, Shoulder, and Hand (DASH); and 36-Item Short Form Health Survey (SF-36) physical component summary (PCS) and mental component summary (MCS) scores. Outcomes were assessed up to 48 months postoperatively. RESULTS Twenty-two patients with tetraplegia (median age, 36 years [range, 18-76 years]; 21 male [95%]) underwent 60 nerve transfers on 35 upper limbs at a median time of 21 months (range, 6-142 months) after SCI. At final follow-up, upper limb motor strength improved significantly: median MRC grades were 3 (IQR, 2.5-4; P = .01) for triceps, with 70% of upper limbs gaining an MRC grade of 3 or higher for elbow extension; 4 (IQR, 2-4; P < .001) for finger extensors, with 79% of hands gaining an MRC grade of 3 or higher for finger extension; and 2 (IQR, 1-3; P < .001) for finger flexors, with 52% of hands gaining an MRC grade of 3 or higher for finger flexion. The secondary outcomes of SHFT, MHQ, DASH, and SF36-PCS scores improved beyond the established minimal clinically important difference. Both early (<12 months) and delayed (≥12 months) nerve transfers after SCI achieved comparable motor outcomes. Continual improvement in motor strength was observed in the finger flexors and extensors across the entire duration of follow-up. CONCLUSIONS AND RELEVANCE In this prospective case series, nerve transfer surgery was associated with improvement of upper limb motor strength and functional independence in patients with tetraplegia. Nerve transfer is a promising intervention feasible in both subacute and chronic SCI.
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Affiliation(s)
- Saad Javeed
- Department of Neurological Surgery, Washington University, St Louis, Missouri
| | | | - Jacob K. Greenberg
- Department of Neurological Surgery, Washington University, St Louis, Missouri
| | - Justin K. Zhang
- Department of Neurological Surgery, Washington University, St Louis, Missouri
| | - Jawad M. Khalifeh
- Department of Neurological Surgery, Johns Hopkins University, Baltimore, Maryland
| | - Yikyung Park
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St Louis, Missouri
| | - Thomas J. Wilson
- Department of Neurosurgery, Stanford University, Stanford, California
| | - Eric L. Zager
- Department of Neurosurgery, Hospital of the University of Pennsylvania, Philadelphia
| | - Amir H. Faraji
- Department of Neurological Surgery, Houston Methodist Hospital, Houston, Texas
| | - Mark A. Mahan
- Department of Neurosurgery, Clinical Neurosciences Center, The University of Utah, Salt Lake City
| | - Lynda J. Yang
- Department of Neurological Surgery, University of Michigan School of Medicine, Ann Arbor
| | - Rajiv Midha
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Neringa Juknis
- Physical Medicine and Rehabilitation, Washington University, St Louis, Missouri
| | - Wilson Z. Ray
- Department of Neurological Surgery, Washington University, St Louis, Missouri
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10
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Peterson MD, Berri M, Meade MA, Lin P, Kamdar N, Mahmoudi E. Disparities in Morbidity After Spinal Cord Injury Across Insurance Types in the United States. Mayo Clin Proc Innov Qual Outcomes 2022; 6:279-290. [PMID: 36532826 PMCID: PMC9754933 DOI: 10.1016/j.mayocpiqo.2022.04.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/17/2023] Open
Abstract
OBJECTIVE To compare the prevalence and incidence of, and adjusted hazards for comorbidities among adults with traumatic spinal cord injuries (TSCIs) across insurance types (private vs governmental insurance) in the United States. PATIENTS AND METHODS Privately insured (N=9081) and Medicare (N=7645) beneficiaries with a diagnosis of TSCI were included. Prevalence and incidence estimates of common psychological, cardiometabolic, and musculoskeletal morbidities were compared at baseline and at 4-years after index diagnosis, respectively. Survival models were used to quantify hazard ratios (HRs) for outcomes, controlling for insurance type, sociodemographic characteristics, and other comorbidities. Sensitivity analyses were conducted to determine the effects of insurance and race/ethnicity. RESULTS Adults with TSCIs on Medicare had a higher prevalence of any psychological (54.7% vs 35.4%), cardiometabolic (74.7% vs 70.1%), and musculoskeletal (72.8% vs 66.3%) morbidity than privately insured adults with TSCIs. Similarly, the 4-year incidences of most psychological (eg, depression: 37.6% [Medicare] vs 24.2% [private]), cardiometabolic (eg, type 2 diabetes: 22.5% [Medicare] vs 12.9% [private], and musculoskeletal (eg, osteoarthritis: 42.1% [Medicare] vs 34.6% [private]) morbidities were considerably higher among adults with TSCIs on Medicare. Adjusted survival models found that adults with TSCIs on Medicare had a greater hazard for developing psychological (HR, 1.40; 95% CI, 1.31-1.50) and cardiometabolic (HR, 1.21; 95% CI, 1.10-1.33) morbidities compared with privately insured adults with TSCI. There was evidence of both insurance and racial disparities. CONCLUSION Adults with TSCIs on Medicare had significantly higher prevalence and risk for developing common physical and mental health comorbidities, compared with privately insured adults with TSCIs.
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Affiliation(s)
- Mark D. Peterson
- Department of Physical Medicine and Rehabilitation, Michigan Medicine, University of Michigan, Ann Arbor
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor
| | - Maryam Berri
- Department of Physical Medicine and Rehabilitation, Michigan Medicine, University of Michigan, Ann Arbor
| | - Michelle A. Meade
- Department of Physical Medicine and Rehabilitation, Michigan Medicine, University of Michigan, Ann Arbor
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor
| | - Paul Lin
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor
| | - Neil Kamdar
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor
- Department of Obstetrics and Gynecology, Michigan Medicine, University of Michigan, Ann Arbor
- Department of Emergency Medicine, Michigan Medicine, University of Michigan, Ann Arbor
- Department of Surgery, Michigan Medicine, University of Michigan, Ann Arbor
| | - Elham Mahmoudi
- Department of Family Medicine, Michigan Medicine, University of Michigan, Ann Arbor
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Barnett HM, Patel HR, Fuentes MM, Bunnell AE. Trends and Disparities in Inpatient Rehabilitation of Adolescents: The Effect of Demographics, Injury Characteristics, and Facility Type. Top Spinal Cord Inj Rehabil 2022; 28:13-20. [PMID: 35145331 PMCID: PMC8791415 DOI: 10.46292/sci21-00033] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND Intensive rehabilitation of adolescents occurs in general and pediatric inpatient rehabilitation facilities (IRFs), but differences in admission and outcomes by facility type have not been thoroughly investigated, particularly among persons with spinal cord injury (SCI). OBJECTIVES To investigate factors related to admission to pediatric or adult IRFs among adolescents and compare the rehabilitation outcomes between facility types. METHODS Using a single-center retrospective cohort study design, demographic information, medical data, and rehabilitation outcomes were obtained by chart review of patients aged 15 to 18 years who received a rehabilitation medicine consultation at an urban level 1 trauma center between 2017 and 2019 (N = 96). Analysis was performed using R statistical software. RESULTS SCI was the second most common diagnosis (21% of patients) and accounted for 36% of inpatient rehabilitation admissions. SCI patients were more likely to undergo rehabilitation at the level 1 trauma versus pediatric facility (relative risk [RR] = 2.43; 95% confidence interval [CI] = 1.08-5.44) compared to traumatic brain injury patients. Admission to trauma versus pediatric IRF was also associated with Black compared to White race (RR = 2.5; CI = 1.12-5.56), violence compared to other etiologies of injury (RR = 2.0; CI = 1.10-3.77), and Medicaid compared to private insurance (RR = 2.15; CI = 1.01-4.59). Admission to pediatric IRF was associated with longer length of stay than admission to adult IRF when adjusted for diagnosis (30.86 ± 21.82 vs. 24.33 ± 18.17 days; p = .046), but Functional Independence Measures did not differ. CONCLUSION Adolescents with SCI and those experiencing systemic disadvantages, including racism and poverty, were more likely to be admitted to trauma compared to pediatric IRF.
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Affiliation(s)
- Heather M. Barnett
- Department of Rehabilitation Medicine, University of Washington, Seattle, Washington
| | - Hetal R. Patel
- Department of Rehabilitation Medicine, University of Washington, Seattle, Washington
| | - Molly M. Fuentes
- Department of Rehabilitation Medicine, University of Washington, Seattle, Washington
- Seattle Children’s Hospital, Seattle, Washington
| | - Aaron E. Bunnell
- Department of Rehabilitation Medicine, University of Washington, Seattle, Washington
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12
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Escalon MX, Houtrow A, Skelton F, Verduzco-Gutierrez M. Health Care Disparities Add Insult to Spinal Cord Injury. Neurol Clin Pract 2021; 11:e893-e895. [PMID: 34992973 PMCID: PMC8723932 DOI: 10.1212/cpj.0000000000001095] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 03/09/2021] [Indexed: 11/15/2022]
Abstract
The authors describe the disparities and increased risk of traumatic spinal cord injury Black Americans face because of violence. This article should serve as a realization of these inequities and as a call to action to improve the equity of rehabilitation services in this population to improve outcomes.
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Affiliation(s)
- Miguel X Escalon
- Department of Rehabilitation and Human Performance. Icahn School of Medicine at Mount Sinai. New York (MXE), NY; Department of Physical Medicine and Rehabilitation (AH), University of Pittsburgh School of Medicine, Pittsburgh, PA; Center for Innovations in Quality (FS), Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX; H. Ben Taub Department of Physical Medicine and Rehabilitation (FS), Baylor College of Medicine, Houston, TX; and Department of Rehabilitation Medicine (MV-G), Lozano Long School of Medicine at the University of Texas Health Science Center at San Antonio, San Antonio, TX
| | - Amy Houtrow
- Department of Rehabilitation and Human Performance. Icahn School of Medicine at Mount Sinai. New York (MXE), NY; Department of Physical Medicine and Rehabilitation (AH), University of Pittsburgh School of Medicine, Pittsburgh, PA; Center for Innovations in Quality (FS), Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX; H. Ben Taub Department of Physical Medicine and Rehabilitation (FS), Baylor College of Medicine, Houston, TX; and Department of Rehabilitation Medicine (MV-G), Lozano Long School of Medicine at the University of Texas Health Science Center at San Antonio, San Antonio, TX
| | - Felicia Skelton
- Department of Rehabilitation and Human Performance. Icahn School of Medicine at Mount Sinai. New York (MXE), NY; Department of Physical Medicine and Rehabilitation (AH), University of Pittsburgh School of Medicine, Pittsburgh, PA; Center for Innovations in Quality (FS), Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX; H. Ben Taub Department of Physical Medicine and Rehabilitation (FS), Baylor College of Medicine, Houston, TX; and Department of Rehabilitation Medicine (MV-G), Lozano Long School of Medicine at the University of Texas Health Science Center at San Antonio, San Antonio, TX
| | - Monica Verduzco-Gutierrez
- Department of Rehabilitation and Human Performance. Icahn School of Medicine at Mount Sinai. New York (MXE), NY; Department of Physical Medicine and Rehabilitation (AH), University of Pittsburgh School of Medicine, Pittsburgh, PA; Center for Innovations in Quality (FS), Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX; H. Ben Taub Department of Physical Medicine and Rehabilitation (FS), Baylor College of Medicine, Houston, TX; and Department of Rehabilitation Medicine (MV-G), Lozano Long School of Medicine at the University of Texas Health Science Center at San Antonio, San Antonio, TX
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13
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Cardinal T, Bonney PA, Strickland BA, Lechtholz-Zey E, Mendoza J, Pangal DJ, Liu J, Attenello F, Mack W, Giannotta S, Zada G. Disparities in the Surgical Treatment of Adult Spine Diseases: A Systematic Review. World Neurosurg 2021; 158:290-304.e1. [PMID: 34688939 DOI: 10.1016/j.wneu.2021.10.121] [Citation(s) in RCA: 12] [Impact Index Per Article: 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.
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Affiliation(s)
- Tyler Cardinal
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA.
| | - Phillip A Bonney
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Ben A Strickland
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Elizabeth Lechtholz-Zey
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Jesse Mendoza
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Dhiraj J Pangal
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - John Liu
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Frank Attenello
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - William Mack
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Steven Giannotta
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Gabriel Zada
- Department of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
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14
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Elsamadicy AA, Sandhu MR, Freedman IG, Koo AB, Hengartner AC, Reeves BC, Havlik J, Sarkozy M, Hong CS, Kundishora AJ, Tuason DA, DiLuna M. Racial Disparities in Health Care Resource Utilization After Pediatric Cervical and/or Thoracic Spinal Injuries. World Neurosurg 2021; 156:e307-e318. [PMID: 34560297 DOI: 10.1016/j.wneu.2021.09.047] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 09/10/2021] [Accepted: 09/11/2021] [Indexed: 11/30/2022]
Abstract
OBJECTIVE This study aimed to investigate the impact of race on hospital length of stay (LOS) and hospital complications among pediatric patients with cervical/thoracic injury. METHODS A retrospective cohort was performed using the 2017 admission year from 753 facilities utilizing the National Trauma Data Bank. All pediatric patients with cervical/thoracic spine injuries were identified using the ICD-10-CM diagnosis coding system. These patients were segregated by their race, non-Hispanic white (NHW), non-Hispanic black (NHB), non-Hispanic Asian (NHA), and Hispanic (H). Demographic, hospital variable, hospital complications, and LOS data were collected. A linear and logistic multivariate regression analysis was performed to determine the risk ratio for hospital LOS as well as complication rate, respectively. RESULTS A total of 4,125 pediatric patients were identified. NHB cohort had a greater prevalence of cervical-only injuries (NHW: 37.39% vs. NHB: 49.93% vs. NHA: 34.29% vs. H: 38.71%, P < 0.001). While transport accident was most common injury etiology for both cohorts, NHB cohort had a greater prevalence of assault (NHW: 1.53% vs. NHB: 17.40% vs. NHA: 2.86% vs. H: 6.58%, P < 0.001) than the other cohorts. Overall complication rates were significantly higher among NHB patients (NHW: 9.39% vs. NHB: 15.12% vs. NHA: 14.29% vs. H: 13.60%, P < 0.001). Compared with the NHW cohort, NHB, NHA, and H had significantly longer hospital LOS (NHW: 6.15 ± 9.03 days vs. NHB: 9.24 ± 20.78 days vs. NHA: 9.09 ± 13.28 days vs. H: 8.05 ± 11.45 days, P < 0.001). NHB race was identified as a significant predictor of increased LOS on multivariate regression analysis (risk ratio: 1.14, 95% confidence interval: 0.46, 1.82; P = 0.001) but not hospital complications (P = 0.345). CONCLUSIONS Race may significantly impact health care resource utilization following pediatric cervical/thoracic spinal trauma.
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Affiliation(s)
- Aladine A Elsamadicy
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA.
| | - Mani R Sandhu
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Isaac G Freedman
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Andrew B Koo
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Astrid C Hengartner
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Benjamin C Reeves
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - John Havlik
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Margot Sarkozy
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Chris S Hong
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Adam J Kundishora
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Dominick A Tuason
- Department of Orthopedics, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Michael DiLuna
- Department of Neurosurgery, Yale University School of Medicine, New Haven, Connecticut, USA
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15
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Williamson T, Hodges S, Yang LZ, Lee HJ, Gabr M, Ugiliweneza B, Boakye M, Shaffrey CI, Goodwin CR, Karikari IO, Lad S, Abd-El-Barr M. Impact of US hospital center and interhospital transfer on spinal cord injury management: An analysis of the National Trauma Data Bank. J Trauma Acute Care Surg 2021; 90:1067-1076. [PMID: 34016930 PMCID: PMC8243877 DOI: 10.1097/ta.0000000000003165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Traumatic spinal cord injury (SCI) is a serious public health problem. Outcomes are determined by severity of immediate injury, mitigation of secondary downstream effects, and rehabilitation. This study aimed to understand how the center type a patient presents to and whether they are transferred influence management and outcome. METHODS The National Trauma Data Bank was used to identify patients with SCI. The primary objective was to determine association between center type, transfer, and surgical intervention. A secondary objective was to determine association between center type, transfer, and surgical timing. Multivariable logistic regression models were fit on surgical intervention and timing of the surgery as binary variables, adjusting for relevant clinical and demographic variables. RESULTS There were 11,744 incidents of SCI identified. A total of 2,883 patients were transferred to a Level I center and 4,766 presented directly to a level I center. Level I center refers to level I trauma center. Those who were admitted directly to level I centers had a higher odd of receiving a surgery (odds ratio, 1.703; 95% confidence interval, 1.47-1.97; p < 0.001), but there was no significant difference in terms of timing of surgery. Patients transferred into a level I center were also more likely to undergo surgery than those at a level II/III/IV center, although this was not significant (odds ratio, 1.213; 95% confidence interval, 0.099-1.48; p = 0.059). CONCLUSION Patients with traumatic SCI admitted to level I trauma centers were more likely to have surgery, particularly if they were directly admitted to a level I center. This study provides insights into a large US sample and sheds light on opportunities for improving pre hospital care pathways for patients with traumatic SCI, to provide the timely and appropriate care and achieve the best possible outcomes. LEVEL OF EVIDENCE Care management, Level IV.
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Affiliation(s)
| | - Sarah Hodges
- Duke University School of Medicine, Department of Neurosurgery
| | | | - Hui-Jie Lee
- Duke University Department of Biostatistics and Bioinformatics
| | - Mostafa Gabr
- Duke University School of Medicine, Department of Neurosurgery
| | - Beatrice Ugiliweneza
- University of Louisville, Kentucky Spinal Cord Injury Research Center, Department of Neurosurgery, School of Medicine
| | - Maxwell Boakye
- University of Louisville, Kentucky Spinal Cord Injury Research Center, Department of Neurosurgery, School of Medicine
| | | | - C Rory Goodwin
- Duke University School of Medicine, Department of Neurosurgery
| | | | - Shivanand Lad
- Duke University School of Medicine, Department of Neurosurgery
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16
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Odonkor CA, Esparza R, Flores LE, Verduzco-Gutierrez M, Escalon MX, Solinsky R, Silver JK. Disparities in Health Care for Black Patients in Physical Medicine and Rehabilitation in the United States: A Narrative Review. PM R 2020; 13:180-203. [PMID: 33090686 DOI: 10.1002/pmrj.12509] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 09/18/2020] [Accepted: 09/28/2020] [Indexed: 01/18/2023]
Abstract
Racial health disparities continue to disproportionately affect Black persons in the United States. Black individuals also have increased risk of worse outcomes associated with social determinants of health including socioeconomic factors such as income, education, and employment. This narrative review included studies originally spanning a period of approximately one decade (December 2009-December 2019) from online databases and with subsequent updates though June 2020. The findings to date suggest pervasive inequities across common conditions and injuries in physical medicine and rehabilitation for this group compared to other racial/ethnic groups. We found health disparities across several domains for Black persons with stroke, traumatic brain injury, spinal cord injury, hip/knee osteoarthritis, and fractures, as well as cardiovascular and pulmonary disease. Although more research is needed, some contributing factors include low access to rehabilitation care, fewer referrals, lower utilization rates, perceived bias, and more self-reliance, even after adjusting for hospital characteristics, age, disease severity, and relevant socioeconomic variables. Some studies found that Black individuals were less likely to receive care that was concordant with clinical guidelines per the reported literature. Our review highlights many gaps in the literature on racial disparities that are particularly notable in cardiac, pulmonary, and critical care rehabilitation. Clinicians, researchers, and policy makers should therefore consider race and ethnicity as important factors as we strive to optimize rehabilitation care for an increasingly diverse U.S. population.
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Affiliation(s)
- Charles A Odonkor
- Department of Orthopaedics and Rehabilitation, Division of Physiatry, Yale School of Medicine, Yale New Haven Hospital, New Haven, CT, USA
| | - Rachel Esparza
- Yale School of Medicine, Yale New Haven Hospital, New Haven, CT, USA
| | - Laura E Flores
- College of Allied Health Professions, University of Nebraska Medical Center, Omaha, NE, USA
| | - Monica Verduzco-Gutierrez
- Department of Rehabilitation Medicine, Long School of Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Miguel X Escalon
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ryan Solinsky
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA.,Spaulding Rehabilitation Hospital, Charlestown, MA, USA
| | - Julie K Silver
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA.,Spaulding Rehabilitation Hospital, Charlestown, MA, USA.,Massachusetts General Hospital, Boston, MA, USA.,Brigham and Women's Hospital, Boston, MA, USA
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17
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Hurwitz M, Fuentes M. Healthcare Disparities in Dysvascular Lower Extremity Amputations. CURRENT PHYSICAL MEDICINE AND REHABILITATION REPORTS 2020. [DOI: 10.1007/s40141-020-00281-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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18
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Curt A, Hsieh J, Schubert M, Hupp M, Friedl S, Freund P, Huber E, Pfyffer D, Sutter R, Jutzeler C, Wüthrich RP, Min K, Casha S, Fehlings MG, Guzman R. The Damaged Spinal Cord Is a Suitable Target for Stem Cell Transplantation. Neurorehabil Neural Repair 2020; 34:758-768. [PMID: 32698674 DOI: 10.1177/1545968320935815] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Background. Given individuals with spinal cord injury (SCI) approaching 2 million, viable options for regenerative repair are desperately needed. Human central nervous system stem cells (HuCNS-SC) are self-renewing, multipotent adult stem cells that engraft, migrate, and differentiate in appropriate regions in multiple animal models of injured brain and spinal cord. Preclinical improved SCI locomotor function provided rationale for the first-in-human SCI clinical trial of HuCNS-SC cells. Evidence of feasibility and long-term safety of cell transplantation into damaged human cord is needed to foster translational progression of cellular therapies. Methods. A first-ever, multisite phase I/IIa trial involving surgical transplantation of 20 million HuCNS-SC cells into the thoracic cord in 12 AIS A or B subjects (traumatic, T2-T11 motor-complete, sensory-incomplete), aged 19 to 53 years, demonstrated safety and preliminary efficacy. Six-year follow-up data were collected (sensory thresholds and neuroimaging augmenting clinical assessments). Findings. The study revealed short- and long-term surgical and medical safety (well-tolerated immunosuppression in population susceptible to infections). Preliminary efficacy measures identified 5/12 with reliable sensory improvements. Unfortunately, without thoracic muscles available for manual muscle examination, thoracic motor changes could not be measured. Lower limb motor scores did not change during the study. Cervical cord imaging revealed, no tumor formation or malformation of the lesion area, and secondary supralesional structural changes similar to SCI control subjects. Interpretation. Short- and long-term safety and feasibility support the consideration of cell transplantation for patients with complete and incomplete SCI. This report is an important step to prepare, foster, and maintain the therapeutic development of cell transplantation for human SCI.
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Affiliation(s)
- Armin Curt
- Balgrist University Hospital, Zurich, Switzerland
| | - Jane Hsieh
- Balgrist University Hospital, Zurich, Switzerland
| | | | - Markus Hupp
- Balgrist University Hospital, Zurich, Switzerland
| | | | | | | | | | - Reto Sutter
- Balgrist University Hospital, Zurich, Switzerland
| | | | | | - Kan Min
- Balgrist University Hospital, Zurich, Switzerland
| | - Steve Casha
- University of Calgary, Calgary, Alberta, Canada
| | - Michael G Fehlings
- Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
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19
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Sanford Z, Taylor H, Fiorentino A, Broda A, Zaidi A, Turcotte J, Patton C. Racial Disparities in Surgical Outcomes After Spine Surgery: An ACS-NSQIP Analysis. Global Spine J 2019; 9:583-590. [PMID: 31448190 PMCID: PMC6693061 DOI: 10.1177/2192568218811633] [Citation(s) in RCA: 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.
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Affiliation(s)
- Zachary Sanford
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA,Zachary Sanford, Department of Orthopedic and Sports
Medicine, Anne Arundel Medical Center, 2000 Medical Parkway Suite 100, Annapolis, MD
21401, USA.
| | - Haley Taylor
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA,Department of Surgery, Anne Arundel Medical Center, Annapolis, MD, USA
| | - Alyson Fiorentino
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA
| | - Andrew Broda
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA
| | - Amina Zaidi
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA
| | - Justin Turcotte
- Department of Surgery, Anne Arundel Medical Center, Annapolis, MD, USA
| | - Chad Patton
- Center for Spine Surgery, Anne Arundel Medical Center, Annapolis, MD,
USA,Orthopedic and Sports Medicine Specialists, Anne Arundel Medical Center,
Annapolis, MD, USA
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20
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Wen H, Botticello AL, Bae S, Heinemann AW, Boninger M, Houlihan BV, Chen Y. Racial and Ethnic Differences in Obesity in People With Spinal Cord Injury: The Effects of Disadvantaged Neighborhood. Arch Phys Med Rehabil 2019; 100:1599-1606. [PMID: 30922881 DOI: 10.1016/j.apmr.2019.02.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Revised: 01/11/2019] [Accepted: 02/15/2019] [Indexed: 12/11/2022]
Abstract
OBJECTIVE To examine the role of neighborhood in the relation between race and obesity in people with spinal cord injury (SCI). DESIGN A cross-sectional analysis of survey data from National SCI Database linked with neighborhood data from American Community Survey by census tract. SETTING A total of 17 SCI Model Systems centers. PARTICIPANTS Individuals (N=3385; 2251 non-Hispanic whites, 760 non-Hispanic blacks, 374 Hispanics) who completed a follow-up assessment during 2006-2017 (mean duration of injury, 8.3±9.9y) and resided in 2934 census tracts. INTERVENTION Not applicable. MAIN OUTCOME MEASURES Body mass index (BMI) (kg/m2). RESULTS The overall prevalence of obesity was 52.9% (BMI≥25.0) and 23.3% (BMI≥30.0). Hispanics were 67.0% more likely to be obese (BMI≥30.0 kg/m2) relative to non-Hispanic whites (odds ratio, 1.67; 95% confidence interval, 1.27-2.18), after controlling for demographic and injury-related characteristics. Most of the non-Hispanic blacks (66.8%) were living in neighborhoods with high concentrated disadvantaged index (CDI), compared to 35.0% of Hispanics and 9.2% of non-Hispanic whites living in this similar neighborhood status (P<.0001). After accounting for CDI, the odds of being obese in Hispanics decreased (odds ratio, 1.51; 95% confidence interval, 1.15-1.99). Regardless of race and ethnicity, people with SCI from disadvantaged neighborhoods were 42.0%-70.0% more likely to be obese than those from minimal CDI neighborhoods. CONCLUSIONS Neighborhood characteristics partially diminish racial differences in obesity. Weight management for the SCI population should target those who are Hispanic and living in the disadvantaged neighborhoods.
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Affiliation(s)
- Huacong Wen
- Department of Physical Therapy, School of Health Professionals, University of Alabama at Birmingham, Birmingham, AL, the United States; Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, AL, the United States
| | - Amanda L Botticello
- Kessler Foundation, West Orange, NJ, the United States; Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, the United States
| | - Sejong Bae
- Division of Preventive Medicine, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, the United States
| | - Allen W Heinemann
- Shirley Ryan AbilityLab, Chicago, IL, the United States; Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, IL, the United States
| | - Mike Boninger
- Departments of Physical Medicine and Rehabilitation, Bioengineering, and Rehabilitation Science and Technology, University of Pittsburgh School of Medicine, Pittsburgh, PA, the United States
| | - Bethlyn Vergo Houlihan
- Spaulding New England Regional Spinal Cord Injury Center Model Systems Network, Boston, MA, the United States; Spaulding Rehabilitation Hospital, Boston, MA, the United States
| | - Yuying Chen
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, AL, the United States.
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21
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Chen Y, Lin HY, Tseng TS, Wen H, DeVivo MJ. Racial Differences in Data Quality and Completeness: Spinal Cord Injury Model Systems' Experiences. Top Spinal Cord Inj Rehabil 2018; 24:110-120. [PMID: 29706755 DOI: 10.1310/sci2402-110] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Background: Among people with spinal cord injury (SCI), minorities experience a disproportionately higher burden of diseases. Knowledge of data quality by race/ethnicity will help better design racial health disparity research and understand potential errors/biases. Objective: To investigate racial/ethnic differences in response completeness in a longitudinal SCI database. Methods: This study included 7,507 participants (5,483 non-Hispanic whites, 1,414 non-Hispanic blacks, and 610 Hispanics) enrolled in the National SCI Database who returned for follow-up between 2001 and 2006 and were aged ≥18 years at follow-up. Missing data were defined as any missing, unknown, or refusal response to interview items. Results: The overall missing rate was 29.7%, 9.5%, 9.7%, 10.7%, 12.0%, and 9.8% for the Craig Handicap Assessment and Reporting Technique-Short Form (CHART) economic self-sufficiency subscale, CAGE questionnaire, drug use, Diener's Satisfaction with Life Scale, Patient Health Questionnaire, and pain severity, respectively. The missing rate for the CHART measure was significantly higher among non-Hispanic blacks and Hispanics than among non-Hispanic whites, after controlling for demographics, injury factors, mode of data collection, and study sites. The missing data in the other outcome measures examined were also significantly higher among non-Hispanic blacks than among non-Hispanic whites but were not significantly different between Hispanics and non-Hispanic whites. Conclusion: Our study highlights the importance of research methodology designed to improve non-response or response incompleteness, particularly in non-Hispanic blacks, as we move to reduce racial/ethnic disparities and strive to explain how and why disparities occur in the SCI population.
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Affiliation(s)
- Yuying Chen
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, Alabama
| | - Hui-Yi Lin
- Biostatistics, School of Public Health, Louisiana State University Health Sciences Center, New Orleans, Louisiana
| | - Tung-Sung Tseng
- Behavioral & Community Health Sciences, School of Public Health, Louisiana State University Health Sciences Center, New Orleans, Louisiana
| | - Huacong Wen
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, Alabama.,Department of Physical Therapy, School of Health Professionals, University of Alabama at Birmingham, Birmingham, Alabama
| | - Michael J DeVivo
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, Alabama
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Equal Access Is Quality: an Update on the State of Disparities Research in Trauma. CURRENT TRAUMA REPORTS 2018. [DOI: 10.1007/s40719-018-0114-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Wen H, Chen Y, He Y, Bickel CS, Robinson-Whelen S, Heinemann AW. Racial Differences in Weight Gain: A 5-Year Longitudinal Study of Persons With Spinal Cord Injury. Arch Phys Med Rehabil 2017; 99:1957-1964. [PMID: 29247628 DOI: 10.1016/j.apmr.2017.11.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2017] [Revised: 11/03/2017] [Accepted: 11/06/2017] [Indexed: 11/19/2022]
Abstract
OBJECTIVE To assess racial differences in body mass index (BMI) change over 5 years among people with spinal cord injury (SCI). DESIGN Multicenter longitudinal study. SETTING Spinal Cord Injury Model Systems centers. PARTICIPANTS Individuals (N=437; 313 non-Hispanic white, 81 non-Hispanic black, and 43 Hispanic; 335 men; mean age, 41.3±13.5y) who incurred an SCI from 1974 to 2010 and completed 2 follow-up assessments within 5 years between October 1, 2006 and September 18, 2015 (mean duration of injury, 9.1±9.6y at the start of the 5-year follow-up). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES BMI (in kilograms per meters squared). RESULTS The mean BMI of 437 participants increased from 26.4±6.3 to 27.0±6.4kg/m2 over 5 years (P=.002). The greatest increase was noted for Hispanics (2.0±5.7kg/m2; P=.02), followed by non-Hispanic whites (0.6±3.9kg/m2; P=.01) and non-Hispanic blacks (0.01±3.7kg/m2; P>.99). The differences in BMI increase across racial groups were significant (P=.03) in those with paraplegia (American Spinal Injury Association Impairment Scale A, B or C), those who were underweight or of normal weight at baseline, and those within 10 years of their injury. Such racial differences remained significant after taking into account demographic and injury characteristics. CONCLUSIONS Our study findings provide a foundation for future research to explore risk and protective factors that contribute to racial differences in weight gain after SCI, which help alert health care professionals to a high-risk group for obesity prevention and management.
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Affiliation(s)
- Huacong Wen
- Department of Physical Therapy, School of Health Professionals, University of Alabama at Birmingham, Birmingham, AL; Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, AL
| | - Yuying Chen
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, AL.
| | - Yin He
- Department of Biostatistics, School of Public Health, University of Alabama at Birmingham, Birmingham, AL
| | - C Scott Bickel
- Department of Physical Therapy, School of Health Professions, Samford University, Birmingham, AL
| | - Susan Robinson-Whelen
- Spinal Cord Injury and Disability Research Center, TIRR Memorial Hermann, Houston, TX; Department of Physical Medicine and Rehabilitation, Center for Research on Women with Disabilities, Baylor College of Medicine, Houston, TX
| | - Allen W Heinemann
- Shirley Ryan Ability Lab, Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, IL
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Myaskovsky L, Gao S, Hausmann LRM, Bornemann KR, Burkitt KH, Switzer GE, Fine MJ, Phillips SL, Gater D, Spungen AM, Boninger ML. How Are Race, Cultural, and Psychosocial Factors Associated With Outcomes in Veterans With Spinal Cord Injury? Arch Phys Med Rehabil 2017; 98:1812-1820.e3. [PMID: 28130083 PMCID: PMC6159211 DOI: 10.1016/j.apmr.2016.12.015] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Revised: 12/19/2016] [Accepted: 12/19/2016] [Indexed: 01/14/2023]
Abstract
OBJECTIVE To understand the role of cultural and psychosocial factors in the outcomes of veteran wheelchair users with spinal cord injury (SCI) to help clinicians identify unique factors faced by their patients and help researchers identify target variables for interventions to reduce disparities in outcomes. DESIGN Cross-sectional cohort study. SETTING Three urban Veterans Affairs medical centers affiliated with academic medical centers. PARTICIPANTS Of the patients (N=516) who were eligible to participate, 482 completed the interview and 439 had SCI. Because of small numbers in other race groups, analyses were restricted to white and African American participants, resulting in a final sample of 422. INTERVENTION Not applicable. MAIN OUTCOME MEASURES Quality of life (QOL, Veterans RAND 12-Item Health Survey); satisfaction (Client Satisfaction Questionnaire); and participation (Craig Handicap Assessment and Reporting Technique Short Form). RESULTS African American Veterans reported poorer physical QOL but better mental QOL than did white Veterans. No other significant race differences were found in unadjusted analyses. Multivariable analyses showed that psychosocial factors were predominantly associated with patients' QOL outcomes and satisfaction with service, but demographic and medical factors were predominantly associated with participation outcomes. Interaction analyses showed that there was a stronger negative association between anxiety and mental QOL for African Americans than for whites, and a positive association between higher self-esteem and social integration for whites but not African Americans. CONCLUSIONS Findings suggest that attempts to improve the outcomes of Veterans with SCI should focus on a tailored approach that emphasizes patients' demographic, medical, and psychosocial assets (eg, building their sense of self-esteem or increasing their feelings of mastery), while providing services targeted to their specific limitations (eg, reducing depression and anxiety).
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Affiliation(s)
- Larissa Myaskovsky
- Center for Health Equity Research and Promotion, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA; Division of General Internal Medicine, Department of Medicine, University of Pittsburgh, School of Medicine, Pittsburgh, PA.
| | - Shasha Gao
- Center for Health Equity Research and Promotion, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA
| | - Leslie R M Hausmann
- Center for Health Equity Research and Promotion, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA; Division of General Internal Medicine, Department of Medicine, University of Pittsburgh, School of Medicine, Pittsburgh, PA
| | - Kellee R Bornemann
- Center for Health Equity Research and Promotion, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA
| | - Kelly H Burkitt
- Center for Health Equity Research and Promotion, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA
| | - Galen E Switzer
- Center for Health Equity Research and Promotion, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA; Division of General Internal Medicine, Department of Medicine, University of Pittsburgh, School of Medicine, Pittsburgh, PA
| | - Michael J Fine
- Center for Health Equity Research and Promotion, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA; Division of General Internal Medicine, Department of Medicine, University of Pittsburgh, School of Medicine, Pittsburgh, PA
| | | | - David Gater
- Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, VA; Pennsylvania State University Medical Center, Hershey, PA
| | - Ann M Spungen
- National Center of Excellence for the Medical Consequences of Spinal Cord Injury, James J. Peters Veterans Affairs Medical Center, Bronx, NY; Departments of Medicine and Rehabilitation Medicine at the Icahn School of Medicine at Mount Sinai, New York, NY
| | - Michael L Boninger
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh, School of Medicine, Pittsburgh, PA; Center of Excellence in Wheelchairs and Associated Rehabilitation Engineering, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA
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Cook AD, Ward JG, Chapple KM, Akinbiyi H, Garrett M, Moore FO. Race and rehabilitation following spinal cord injury: equality of access for American Indians/Alaska Natives compared to other racial groups. Inj Epidemiol 2016; 2:17. [PMID: 27747749 PMCID: PMC5005801 DOI: 10.1186/s40621-015-0049-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2015] [Accepted: 06/10/2015] [Indexed: 11/27/2022] Open
Abstract
Background Representing 2 % of the general population, American Indians/Alaska Natives (AIs/ANs) were associated with 0.5 % (63) of the estimated 12,500 new cases of spinal cord injury (SCI) reported to the National Spinal Cord Injury Statistic Center in 2013. To date, the trend in health care disparities among AIs/ANs in the SCI community has not been examined. We sought to compare the rate of discharge to rehabilitation facilities (DRF) following traumatic SCI among adult AIs/ANs to other racial/ethnic groups for patients 15 to 64 years old. Methods Utilizing data from the National Trauma Data Bank (NTDB), we performed a retrospective analysis of SCI cases occurring between January 1, 2008 and December 31, 2012. SCI injuries were identified by International Classification of Diseases 9th Revision-Clinical Modification (ICD-9) codes or Abbreviated Injury Scale (AIS) scores. Injury severity was determined using the Trauma Mortality Prediction Model (TMPM) which empirically estimates each patient’s probability of death given their individual complement of injuries. A series of seven logistic regression models were used to predict DRF between racial groups. Results Among the 29,443 patients in our cohort, 52.4 % were discharged to rehabilitation facilities. AIs/ANs comprised 1.1 % of the population, with 63.8 % dismissed to rehabilitation. AIs/ANs were significantly younger, had a higher probability of death, had longer hospital length of stay (HLOS), and were proportionately more likely to be discharged to rehabilitation compared to non-AIs. Regression models demonstrated increased odds of DRF for AIs/ANs compared to Hispanic and Asian racial/ethnic groups. Conclusions American Indians/Alaska Natives who sustain SCI access rehabilitative care at a rate equitable to or greater than other races when multiple factors are taken into account. Further research is needed to assess the effect of those patient, physician, and health care system determinants as they relate to a patient’s ability to access post-trauma rehabilitative care. Recommendations include advancing the level of racial, insurance, and geographic data necessary to adequately explore disparities related to such ubiquitously life-altering conditions as SCI.
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Affiliation(s)
- Alan D Cook
- Chandler Regional Medical Center, Chandler, AZ, USA.
| | | | | | | | - Mark Garrett
- Chandler Regional Medical Center, Chandler, AZ, USA
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Yarbrough CK, Gamble PG, Burhan Janjua M, Tang M, Ghenbot R, Zhang AJ, Juknis N, Hawasli AH, Kelly MP, Ray WZ. Readmission after spinal cord injury: analysis of an institutional cohort of 795 patients. J Neurosurg Sci 2016; 62:265-270. [PMID: 27152452 DOI: 10.23736/s0390-5616.16.03664-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND Recent studies in other fields have suggested that healthcare on the weekend may have worse outcomes. In particular, patients with stroke and acute cardiovascular events have shown worse outcomes with weekend treatment. It is unclear whether this extends to patients with spinal cord injury. This study was designed to evaluate factors for readmission after index hospitalization for spinal cord injury. METHODS A total of 795 consecutive patients over an 11-year period were analyzed. After excluding patients with chronic spinal cord injury and surgical care at an outside hospital, 745 patients remained. The primary outcome measure evaluated was 30-day readmission. Secondary measures include perioperative complications, readmission rate when discharged on the weekend, and the effect of race and insurance status on readmission rate. Univariate and multivariate analysis were utilized to evaluate the covariates collected. The χ2 test, Fisher's exact test, and linear and logistic regression methods were utilized for statistical analysis. RESULTS A total of 745 patients were analyzed after exclusions. Payer status did not affect length of stay, ICU length of stay, or perioperative complications. Neither weekend admission nor weekend operation affected length of stay, ICU length of stay, or readmission by 30 days. Patients undergoing weekend surgical treatment had lower perioperative complication rates (2.2% vs. 6.5% on weekday, P<0.01). Discharge on the weekend was associated with a significantly lower rate of readmission by 30 days (OR=0.07, 95% CI: 0.009-0.525, P<0.005). Payer status was associated with 30-day readmission (P<0.005). Patients with Medicare (20.8%) and Medicaid (20.1%) showed higher rates of readmission than patients with other payers. 21.1% of African-American patients were readmitted, versus 10.2% of other patients (Odds ratio: 2.2, 95% confidence interval 1.36-3.27, P<0.001). Correcting for payer status lessened but did not eliminate the effect of race on readmission. CONCLUSIONS Weekend admission did not increase perioperative complications or hospital length of stay. After discharge, patients with Medicaid and Medicare show higher rates of 30-day readmission, as do African-American patients. The effect of race on readmission is multifactorial, and may partially explained by the increased rate of Medicaid coverage in African-Americans in our institutions catchment area.
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Affiliation(s)
- Chester K Yarbrough
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, MO, USA -
| | - Paul G Gamble
- Washington University School of Medicine, St. Louis, MO, USA
| | | | - Mengxuan Tang
- Washington University School of Medicine, St. Louis, MO, USA
| | - Rahel Ghenbot
- Washington University School of Medicine, St. Louis, MO, USA
| | - Andrew J Zhang
- University of Minnesota School of Medicine, Minneapolis, MN, USA
| | - Neringa Juknis
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Ammar H Hawasli
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Michael P Kelly
- Department of Orthopedic Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Wilson Z Ray
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, MO, USA
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Walker EA, Cao Y, Edles PA, Acuna J, Sligh-Conway C, Krause JS. Racial-ethnic variations in paid and unpaid caregiving: Findings among persons with traumatic spinal cord injury. Disabil Health J 2015; 8:527-34. [DOI: 10.1016/j.dhjo.2015.04.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2014] [Revised: 04/18/2015] [Accepted: 04/23/2015] [Indexed: 10/23/2022]
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Jaffe KM, Jimenez N. Disparity in rehabilitation: another inconvenient truth. Arch Phys Med Rehabil 2015; 96:1371-4. [PMID: 25958194 PMCID: PMC4871110 DOI: 10.1016/j.apmr.2015.04.017] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2015] [Accepted: 04/23/2015] [Indexed: 11/25/2022]
Affiliation(s)
- Kenneth M Jaffe
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA; Department of Pediatrics, University of Washington, Seattle, WA; Department of Neurological Surgery, University of Washington, Seattle, WA; Harborview Injury Prevention and Research Center, University of Washington, Seattle, WA
| | - Nathalia Jimenez
- Harborview Injury Prevention and Research Center, University of Washington, Seattle, WA; Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, WA
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Ethnicity and rehabilitation outcomes: the Needs Assessment Checklist. Spinal Cord 2015; 53:334-9. [PMID: 25687511 DOI: 10.1038/sc.2015.14] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2014] [Revised: 01/06/2015] [Accepted: 01/09/2015] [Indexed: 11/08/2022]
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Fyffe DC, Deutsch A, Botticello AL, Kirshblum S, Ottenbacher KJ. Racial and ethnic disparities in functioning at discharge and follow-up among patients with motor complete spinal cord injury. Arch Phys Med Rehabil 2014; 95:2140-51. [PMID: 25093999 PMCID: PMC4374601 DOI: 10.1016/j.apmr.2014.07.398] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2013] [Revised: 07/08/2014] [Accepted: 07/09/2014] [Indexed: 12/18/2022]
Abstract
OBJECTIVE To examine racial and ethnic differences in self-care and mobility outcomes for persons with a motor complete, traumatic spinal cord injury (SCI) at discharge and 1-year follow-up. DESIGN Retrospective cohort study. SETTING Sixteen rehabilitation centers contributing to the Spinal Cord Injury Model Systems (SCIMS) database. PARTICIPANTS Adults with traumatic, motor complete SCI (N=1766; American Spinal Injury Association Impairment Scale grade A or B) enrolled in the SCIMS between 2000 and 2011. Selected cases had complete self-reported data on race and ethnicity (non-Hispanic white, non-Hispanic black, or Hispanic) and motor FIM scores assessed at inpatient rehabilitation admission, discharge, and 1-year follow-up. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Functional outcomes were measured by FIM self-care and mobility scores on a 1 to 7 FIM scale, at discharge and 1-year follow-up. RESULTS Multiple regression models stratified by neurologic category and adjusted for sociodemographic and injury characteristics assessed racial and ethnic group differences in FIM self-care and mobility change scores at discharge and 1-year follow-up. At discharge, non-Hispanic black participants with tetraplegia and paraplegia had significantly poorer gains in FIM self-care and mobility scores relative to non-Hispanic white and Hispanic participants. At 1-year follow-up, similar FIM self-care and mobility change scores were found across racial and ethnic groups within each neurologic category. CONCLUSIONS Non-Hispanic white and Hispanic participants had comparatively more improvement in self-care and mobility during inpatient rehabilitation compared with non-Hispanic black participants. At 1-year follow-up, no differences in self-care and mobility outcomes were observed across racial and ethnic groups. Additional research is needed to identify potential modifiable factors that may contribute to racially and ethnically different patterns of functional outcomes observed during inpatient rehabilitation.
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Affiliation(s)
- Denise C Fyffe
- Kessler Foundation, West Orange, NJ; New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, NJ.
| | - Anne Deutsch
- Rehabilitation Institute of Chicago, Chicago, IL; Research Triangle Institute International, Research Triangle Park, NC
| | - Amanda L Botticello
- Kessler Foundation, West Orange, NJ; New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, NJ
| | - Steven Kirshblum
- Kessler Foundation, West Orange, NJ; New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, NJ; Kessler Institute for Rehabilitation, West Orange, NJ
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Prince DZ, Sobolev M, Gao J, Taub CC. Racial disparities in cardiac rehabilitation initiation and the effect on survival. PM R 2013; 6:486-92. [PMID: 24321413 DOI: 10.1016/j.pmrj.2013.11.016] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2013] [Revised: 10/04/2013] [Accepted: 11/23/2013] [Indexed: 11/30/2022]
Abstract
OBJECTIVES To examine predictors of initiation and adherence, identify racial disparities, and compare the survival benefit of cardiac rehabilitation between a white and a unique predominantly non-white minority in an urban environment. DESIGN A retrospective cohort study. SETTING The outpatient cardiac rehabilitation program at Montefiore Medical Center, Bronx, New York. PATIENTS Consecutive patients (n = 822) referred to outpatient cardiac rehabilitation were evaluated. METHODS Baseline characteristics and outcomes were ascertained from medical records. Multivariate logistic regression was used to examine the association among initiation, age, gender, race, reason for referral, and copayment. Kaplan-Meier analysis was performed to evaluate mortality outcomes. MAIN OUTCOME MEASUREMENTS Racial disparities in rates of initiation, adherence and completion, and survival benefit associated with cardiac rehabilitation. RESULTS Among 822 patients referred (51.5% non-white minorities, 61.1% male), 59.4% initiated cardiac rehabilitation. Non-white minorities initiated cardiac rehabilitation less often than did white patients (54.4% versus 65.2%, P = .003). After adjustment, white patients were 77.5% more likely to initiate cardiac rehabilitation (odds ratio 1.78; 95% confidence interval 1.13-2.80). Both white populations and non-white minorities who participated in cardiac rehabilitation had a lower risk of death (P = .0022). CONCLUSIONS In a predominantly minority population, racial disparities exist among cardiac rehabilitation participants. Minorities were less likely to initiate cardiac rehabilitation. Gender, referral patterns, and the presence of copayment did not influence initiation. Cardiac rehabilitation initiation was associated with decreased mortality.
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Affiliation(s)
- David Z Prince
- The Arthur S. Abramson Department of Rehabilitation Medicine, Einstein Division/Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY(∗)
| | - Maria Sobolev
- Division of Cardiology, Department of Medicine, Einstein Division/Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY(†)
| | - Ju Gao
- Division of Cardiology, Department of Medicine, Einstein Division/Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY(‡)
| | - Cynthia C Taub
- Division of Cardiology, Department of Medicine, Einstein Division/Montefiore Medical Center, Albert Einstein College of Medicine, 1825 Eastchester Road, Room WT120, Bronx, NY 10461(§).
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