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Wilburn JC, Zaidi AH, Gurien LA, Hossain MJ, Balagopal B. Association Between Social Determinants of Health and Severity of Traumatic Brain Injury in Children: A Retrospective Cohort Study. Am Surg 2025:31348251341951. [PMID: 40380933 DOI: 10.1177/00031348251341951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/19/2025]
Abstract
BackgroundTraumatic brain injury (TBI) is a leading cause of morbidity and mortality among children in the United States (US), with severity and outcomes linked to social determinants of health (SDOH) and regional differences. Data on the impact of SDOH including race, sex, and Child Opportunity Index (COI) level on TBI severity in southeastern US are sparse in children.MethodsWe analyzed data retrospectively in 1063 children with TBI, admitted at a Level I Pediatric Trauma Center in the Southeast US between January 2017-June 2023. TBI severity was categorized using the Glasgow Coma Scale (GCS). Outcomes were length of hospital stay (LOHS), intensive care unit stay (LOICUS), and craniotomy frequency. Patients were classified by race (white, Black, non-Black people of color [NBPOC]), COI (low, moderate, high), and sex (male, female). Statistical analyses included chi-square tests, one-way analysis of variance (ANOVA), and post-hoc comparisons.ResultsSignificant disparities were observed by race and COI. Black children and children with low COI had lower GCS scores (P < 0.01), longer LOHS and LOICUS (P < 0.01) compared to white children and those with high COI. Additionally, Black and NBPOC children were more likely to undergo craniotomies than white children (P < 0.05). No sex-based differences in TBI severity or outcomes were found.DiscussionThis study highlights the significant impact of SDOH, particularly race and COI, on pediatric TBI severity, surgical interventions, and outcomes. These findings underscore the need for targeted interventions to address health care disparities in vulnerable pediatric populations.
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Affiliation(s)
- Justin C Wilburn
- Department of Obesity and Cardiovascular Research, Nemours Children's Health, Jacksonville, FL, USA
| | | | - Lori A Gurien
- Department of Surgery, Wolfson Children's Hospital, Jacksonville, FL, USA
| | | | - Babu Balagopal
- Department of Obesity and Cardiovascular Research, Nemours Children's Health, Jacksonville, FL, USA
- Mayo Clinic College of Medicine, Rochester, MN, USA
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Tremont JNP, Ander EH, Lim SI, Gallaher JR, Reid T. The effect of social determinants of health on patient outcomes in acute trauma: A systematic review. Am J Surg 2025; 243:116284. [PMID: 40081312 DOI: 10.1016/j.amjsurg.2025.116284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Revised: 02/12/2025] [Accepted: 03/03/2025] [Indexed: 03/16/2025]
Abstract
INTRODUCTION Social determinants of health (SDoH) may mediate disparities, but their effect on outcomes after trauma is not well known. The purpose of this review is to improve existing gaps of knowledge for a broad range of SDoH and trauma-related outcomes. METHODS This was a systematic search to identify studies that evaluated the effect of race, insurance status, socioeconomic status (SES), health literacy, and community deprivation on inpatient mortality, morbidity, and post-discharge health care utilization in diverse trauma populations ≥16 years. Data were extracted on study design, patient and injury characteristics, outcomes, and covariates. Qualitative analysis was performed and reported results were stratified by exposure. An overall assessment of the strength of evidence for key clinically relevant comparisons was conducted. RESULTS 60 studies were included. Overall, race was not meaningfully predictive of mortality or morbidity, with evidence reporting inconsistent or small magnitude of effects. However, African American/Black race was consistently associated with decreased odds of discharge to rehabilitation. Compared to insured patients, uninsured patients may have greater mortality risk and be less likely to discharge to rehabilitation. Studies evaluating health literacy or community deprivation reported conflicting results. CONCLUSIONS Disparities related to race are most profound for post-discharge health care utilization, while insurance status may be a strong negative predictor of both mortality and discharge disposition. More research is needed on health literacy and community deprivation to better understand mechanisms of disparity after trauma. Interventions targeted at improving continuity of inpatient and outpatient care may be beneficial.
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Affiliation(s)
- Jaclyn N Portelli Tremont
- Department of Surgery, University of North Carolina at Chapel Hill, 4001 Burnett-Womack Building, CB #7050, Chapel Hill, NC, 27599-7050, USA.
| | - Erik H Ander
- Department of Surgery, University of North Carolina at Chapel Hill, 4001 Burnett-Womack Building, CB #7050, Chapel Hill, NC, 27599-7050, USA.
| | - Szu-In Lim
- Department of Surgery, University of North Carolina at Chapel Hill, 4001 Burnett-Womack Building, CB #7050, Chapel Hill, NC, 27599-7050, USA.
| | - Jared R Gallaher
- Department of Surgery, University of North Carolina at Chapel Hill, 4001 Burnett-Womack Building, CB #7050, Chapel Hill, NC, 27599-7050, USA.
| | - Trista Reid
- Department of Surgery, University of North Carolina at Chapel Hill, 4001 Burnett-Womack Building, CB #7050, Chapel Hill, NC, 27599-7050, USA.
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Castañeda SF, Roesch SC, Sharifian N, Kolaja CA, Carey FR, Carlton LTCKN, Seay JS, Rull RP, for the Millennium Cohort Study Team. Sex, Race, and Ethnic Disparities in Cardiovascular Disease Risk Factors among Service Members and Veterans. Ethn Dis 2025; 35:8-16. [PMID: 40124643 PMCID: PMC11928022 DOI: 10.18865/ethndis-2023-81] [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: 03/25/2025] Open
Abstract
Background Health disparities in cardiovascular disease (CVD) risk factors persist among racially, ethnically, and sex diverse civilian populations. Little is known about whether these disparities persist in US military populations. The aim of this study was to examine and describe differences in CVD risk factors by sex, race, and ethnicity among US service members and veterans of Operation Enduring Freedom/Operation Iraqi Freedom conflicts. Method Sex, racial, and ethnic differences in CVD risk factors (self-reported diagnoses of hypertension, high cholesterol, and diabetes, obese body mass index, and current smoking) were examined in 2014-2016 among 103,245 service members and veterans (age [years], M=40, SD=11; 70.3% men; 75.7% non-Hispanic White adults) enrolled in the Millennium Cohort Study. A series of ordinal regressions were conducted sequentially adjusting for sociodemographic, military, behavioral, and psychosocial factors. Results Overall, 59% of participants reported at least 1 CVD risk factor. Men had greater odds of screening positive for CVD risk factors than did women. Non-Hispanic Asian or Pacific Islander adults had lower odds of screening positive for CVD risk factors than did non-Hispanic White adults. Although unadjusted models showed non-Hispanic Black, Hispanic/Latino, and non-Hispanic American Indian/Alaska Native individuals had greater odds of screening positive for CVD risk factors, these associations were attenuated or reversed after adjusting for sociodemographic, military, behavioral, and/or psychosocial factors. Conclusion Due to differences in CVD risk by sex, race, and ethnicity among service members and veterans, studies are needed to understand the potential mechanisms that explain persistent disparities. Implementation of CVD prevention interventions should be considered.
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Affiliation(s)
| | | | - Neika Sharifian
- Deployment Health Research Department, Naval Health Research Center, San Diego, CA
- Leidos, Inc., San Diego, CA
| | - Claire Alexis Kolaja
- Deployment Health Research Department, Naval Health Research Center, San Diego, CA
- Leidos, Inc., San Diego, CA
| | - Felicia Renee Carey
- Deployment Health Research Department, Naval Health Research Center, San Diego, CA
| | | | - Julia Susan Seay
- Deployment Health Research Department, Naval Health Research Center, San Diego, CA
| | - Rudolph Pecundo Rull
- Deployment Health Research Department, Naval Health Research Center, San Diego, CA
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Collins C, Bongiovanni T. Disparities in Access, Management and Outcomes of Critically Ill Adult Patients with Trauma. Crit Care Clin 2024; 40:659-670. [PMID: 39218479 DOI: 10.1016/j.ccc.2024.05.003] [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: 09/04/2024]
Abstract
Despite legal protections guaranteeing care for patients with trauma, disparities exist in patient outcomes. We review disparities in patient management and outcomes related to insurance status, race and ethnicity, and gender for patients with trauma in the preadmission, in-hospital, and postdischarge settings. We highlight groups understudied and either underrepresented or unrepresented in national trauma databases-including American Indians/Alaska Natives, non-English preferred patients, and patients with disabilities. We call for more study of these groups and of upstream factors affecting the reviewed demographics to measure and improve outcomes for these vulnerable populations.
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Affiliation(s)
- Caitlin Collins
- Department of Surgery, University of California San Francisco School of Medicine, San Francisco, CA, USA
| | - Tasce Bongiovanni
- Department of Surgery, University of California San Francisco School of Medicine, San Francisco, CA, USA.
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West E, Jackson L, Greene H, Lucas DJ, Gadbois KD, Choi PM. Race Does Not Affect Rates of Surgical Complications at Military Treatment Facility. Mil Med 2024; 189:e2140-e2145. [PMID: 38241780 DOI: 10.1093/milmed/usad502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 12/02/2023] [Accepted: 12/19/2023] [Indexed: 01/21/2024] Open
Abstract
INTRODUCTION Racial minorities have been found to have worse health care outcomes, including perioperative adverse events. We hypothesized that these racial disparities may be mitigated in a military treatment facility, where all patients have a military service connection and are universally insured. MATERIALS AND METHODS This is a single institution retrospective review of American College of Surgeons National Surgical Quality Improvement Program data for all procedures collected from 2017 to 2020. The primary outcome analyzed was risk-adjusted 30-day postoperative complications compared by race. RESULTS There were 6,941 patients included. The overall surgical complication rate was 6.9%. The complication rate was 7.3% for White patients, 6.5% for Black patients, 12.6% for Asian patients, and 3.4% for other races. However, after performing patient and procedure level risk adjustment using multivariable logistic regression, race was not independently associated with surgical complications. CONCLUSIONS Risk-adjusted surgical complication rates do not vary by race at this military treatment facility. This suggests that postoperative racial disparities may be mitigated within a universal health care system.
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Affiliation(s)
- Erin West
- Department of General Surgery, Naval Medical Center San Diego, San Diego, CA 92134, USA
| | - Laurinda Jackson
- Department of General Surgery, Naval Medical Center San Diego, San Diego, CA 92134, USA
| | - Howard Greene
- Clinical Investigation Department, Naval Medical Center San Diego, San Diego, CA 92134, USA
| | - Donald J Lucas
- Division of Pediatric Surgery, Naval Medical Center San Diego, San Diego, CA 92134, USA
| | - Kyle D Gadbois
- Department of General Surgery, Naval Medical Center San Diego, San Diego, CA 92134, USA
| | - Pamela M Choi
- Division of Pediatric Surgery, Naval Medical Center San Diego, San Diego, CA 92134, USA
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Abstract
Healthcare providers experience moral injury when their internal ethics are violated. The routine and direct exposure to ethical violations makes clinicians vulnerable to harm. The fundamental ethics in health care typically fall into the four broad categories of patient autonomy, beneficence, nonmaleficence, and social justice. Patients have a moral right to determine their own goals of medical care, that is, they have autonomy. When this principle is violated, moral injury occurs. Beneficence is the desire to help people, so when the delivery of proper medical care is obstructed for any reason, moral injury is the result. Nonmaleficence, meaning do no harm, has been a primary principle of medical ethics throughout recorded history. Yet today, even the most advanced and safest medical treatments are associated with unavoidable, harmful side effects. When an inevitable side effect occurs, the patient is harmed, and the clinician is also at risk of moral injury. Social injustice results when patients experience suboptimal treatment due to their race, gender, religion, or other demographic variables. While minor ethical dilemmas and violations routinely occur in medical care and cannot be eliminated, clinicians can decrease the prevalence of a significant moral injury by advocating for the ethical treatment of patients, not only at the bedside but also by addressing the ethics of political influence, governmental mandates, and administrative burdens on the delivery of optimal medical care. Although clinicians can strengthen their resistance to moral injury by deepening their own spiritual foundation, that is not enough. Improvements in the ethics of the entire healthcare system are necessary to improve medical care and decrease moral injury.
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Affiliation(s)
- Thomas F Heston
- Medical Education and Clinical Sciences, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, 99210-1495, USA
| | - Joshuel A Pahang
- Medical Education and Clinical Sciences, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, 99210-1495, USA
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Haines KL, Truong T, Trujillo CN, Freeman JJ, Cox CE, Fernandez-More J, Morris R, Antonescu I, Burlotos A, Grisel B, Agarwal S, Kuchibhatla M. Factors Associated With Triage Decisions in Older Adult Trauma Patients: Impact on Mortality and Morbidity. J Surg Res 2023; 288:157-165. [PMID: 36989831 DOI: 10.1016/j.jss.2023.02.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 01/30/2023] [Accepted: 02/15/2023] [Indexed: 03/29/2023]
Abstract
INTRODUCTION As medical advances have significantly increased the life expectancy among older adults, the number of older patients requiring trauma care has risen proportionately. Nevertheless, it is unclear among this growing population which sociodemographic and economic factors are associated with decisions to triage and transfer to level I/II centers. This study aims to assess for any association between patient sociodemographic characteristics, triage decisions, and outcomes during acute trauma care presentations. METHODS The National Trauma Data Bank was queried for patients aged 65 and older with an injury severity score > 15 between the years 2007 to 2017. Factors associated with subsequent levels of triage on presentation were assessed using multivariate logistic regression, and associations of levels of triage with outcomes of mortality, morbidity, and hospital length of stay are examined using logistic and linear regression models. RESULTS Triage of 210,310 older adult trauma patients showed significant findings. American Indian patients had higher odds of being transferred to level I/II centers, while Asian, Black, and Native Hawaiian patients had lower odds of being transferred to level I/II centers when compared to Caucasian patients (P < 0.001). Regarding insurance, self-pay (uninsured) patients were less likely to be transferred to a higher level of care; however, this was also demonstrated in private insurance holders (P < 0.001). Caucasian patients had significantly higher odds of mortality, with Black patients (odds ratio [OR] 0.80 [0.75, 0.85]) and American Indian patients (OR 0.87 [0.72, 1.04]) having significantly lower odds (P < 0.001). Compared to government insurance, private insurance holders (OR 0.82 [0.80, 0.85]) also had significantly lower odds of mortality, while higher odds among self-pay were observed (OR 1.75 [1.62, 1.90]), (P < 0.001). CONCLUSIONS Access to insurance is associated with triage decisions involving older adults sustaining trauma, with lower access increasing mortality risk. Factors such as race and gender were less likely to be associated with triage decisions. However, due to this study's retrospective design, further prospective analysis is necessary to fully assess the decisions that influence trauma triage decisions in this patient population.
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Abella MKIL, Lee AY, Kitamura RK, Ahn HJ, Woo RK. Disparities and Risk Factors for Surgical Complication in American Indians and Native Hawaiians. J Surg Res 2023; 288:99-107. [PMID: 36963299 DOI: 10.1016/j.jss.2023.02.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 01/25/2023] [Accepted: 02/18/2023] [Indexed: 03/26/2023]
Abstract
INTRODUCTION American Indian and Alaskan Natives (AIAN) and Native Hawaiian and Pacific Islanders (NHPI) research is limited, particularly in postoperative surgical outcomes. This study analyzes disparities in AIAN and NHPI surgical complications across all surgical types and identifies factors that contribute to postoperative complications. METHODS This retrospective cohort study examined all surgeries from 2011 to 2020 in the National Surgical Quality Improvement Program, queried by race. Multivariable models analyzed the association of race and ethnicity and 30-day postoperative complication. Next, multivariable models were used to identify preoperative variables associated with postoperative complications, specifically in AIAN and NHPI patients. Adjusted odds ratios (AORs) and 95% confidence intervals (CIs) were calculated. RESULTS AIAN patients were associated with higher odds of postoperative complication (AOR: 1.008 [CI: 1.005-1.011], P < 0.001) compared to non-Hispanic white patients. The comorbidities that were of higher incidence in AIAN patients, which also adversely contributed to postoperative complication, included dependent functional status, diabetes, congestive heart failure (CHF), open wounds, preoperative weight loss, bleeding disorders, preoperative transfusion, sepsis, hypoalbuminemia, along with an active smoking status and ASA ≥3. In NHPI patients, dependent functional status, CHF, renal failure, preoperative transfusion, open wounds, and sepsis were of higher incidence and significantly contributed to postoperative complication. CONCLUSIONS Surgical outcome disparities exist particularly in AIAN patients. Identification of modifiable patient risk factors may benefit perioperative care for AIAN and NHPI patients, which are historically understudied racial groups.
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Affiliation(s)
| | - Anson Y Lee
- John A. Burns School of Medicine, University of Hawai'i, Honolulu, Hawaii
| | - Riley K Kitamura
- John A. Burns School of Medicine, University of Hawai'i, Honolulu, Hawaii; Queen's Medical Center, Honolulu, Hawaii
| | - Hyeong Jun Ahn
- Department of Quantitative Health Sciences, John A. Burns School of Medicine, University of Hawaii, Honolulu, Hawaii
| | - Russell K Woo
- John A. Burns School of Medicine, University of Hawai'i, Honolulu, Hawaii; Kapi'olani Medical Center for Women and Children, Hawai'i Pacific Health, Honolulu, Hawaii
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Abella MKIL, Lee AY, Agonias K, Maka P, Ahn HJ, Woo RK. Racial Disparities in General Surgery Outcomes. J Surg Res 2023; 288:261-268. [PMID: 37030184 DOI: 10.1016/j.jss.2023.03.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 02/21/2023] [Accepted: 03/09/2023] [Indexed: 04/10/2023]
Abstract
INTRODUCTION While disparities in Black and Hispanic and Latino patients undergoing general surgeries are well described, most analyses leave out Asian, American Indian or Alaskan Native (AIAN), and native Hawaiian or Pacific Islander patients. This study identified general surgery outcomes for each racial group in the National Surgical Quality Improvement Program. METHODS National Surgical Quality Improvement Program was queried to identify all procedures conducted by a general surgeon from 2017 to 2020 (n = 2,664,197). Multivariable regression models were used to investigate the impact of race and ethnicity on 30-day mortality, readmission, reoperation, major and minor medical complications, and non-home discharge destinations. Adjusted odds ratios (AOR) and 95% confidence intervals were calculated. RESULTS Compared to non-Hispanic White patients, Black patients had higher odds of readmission and reoperation, and Hispanic and Latino patients had higher odds of major and minor complications. AIAN patients had higher odds of mortality (AOR: 1.003 (1.002-1.005), P < 0.001), major complication (AOR: 1.013 (1.006-1.020), P < 0.001), reoperation (AOR: 1.009, (1.005-1.013), P < 0.001), and non-home discharge destination (AOR: 1.006 (1.001-1.012), P = 0.025), while native Hawaiian or Pacific Islander patients had lower odds of readmission (AOR: 0.991 (0.983-0.999), P = 0.035) and non-home discharge destination (AOR: 0.983 (0.975-0.990), P < 0.001) compared to non-Hispanic White patients. Asian patients had lower odds of each adverse outcome. CONCLUSIONS Black, Hispanic and Latino, and AIAN patients are at higher odds for poor postoperative results than non-Hispanic White patients. AIANs had some of the highest odds of mortality, major complications, reoperation, and non-home discharge. Social health determinants and policy adjustments must be targeted to ensure optimal operative results for all patients.
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Affiliation(s)
| | - Anson Y Lee
- John A. Burns School of Medicine, University of Hawai'i, Honolulu, Hawaii
| | - Keinan Agonias
- John A. Burns School of Medicine, University of Hawai'i, Honolulu, Hawaii
| | - Piueti Maka
- John A. Burns School of Medicine, University of Hawai'i, Honolulu, Hawaii
| | - Hyeong Jun Ahn
- Department of Quantitative Health Sciences, John A. Burns School of Medicine, University of Hawaii, Honolulu, Hawaii
| | - Russell K Woo
- John A. Burns School of Medicine, University of Hawai'i, Honolulu, Hawaii; Kapi'olani Medical Center for Women and Children, Hawai'i Pacific Health, Honolulu, Hawaii
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Bakhshaie J, Fishbein NS, Woodworth E, Liyanage N, Penn T, Elwy AR, Vranceanu AM. Health disparities in orthopedic trauma: a qualitative study examining providers' perspectives on barriers to care and recovery outcomes. SOCIAL WORK IN HEALTH CARE 2023; 62:207-227. [PMID: 37139813 PMCID: PMC10330459 DOI: 10.1080/00981389.2023.2205909] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 04/05/2023] [Indexed: 05/05/2023]
Abstract
Social workers involved in interdisciplinary orthopedic trauma care can benefit from the knowledge of providers' perspectives on healthcare disparities in this field. Using qualitative data from focus groups conducted on 79 orthopedic care providers at three Level 1 trauma centers, we assessed their perspectives on orthopedic trauma healthcare disparities and discussed potential solutions. Focus groups originally aimed to detect barriers and facilitators of the implementation of a trial of a live video mind-body intervention to aid in recovery in orthopedic trauma care settings (Toolkit for Optimal Recovery-TOR). We used the Socio-Ecological Model to analyze an emerging code of "health disparities" during data analysis to determine at which levels of care these disparities occurred. We identified factors related to health disparities in orthopedic trauma care and outcomes at the Individual (Education- comprehension, health-literacy; Language Barriers; Psychological Health- emotional distress, alcohol/drug use, learned helplessness; Physical Health- obesity, smoking; and Access to Technology), Relationship (Social Support Network), Community (Transportation and Employment Security), and Societal level (Access- safe/clean housing, insurance, mental health resources; Culture). We discuss the implications of the findings and provide recommendations to address these issues, with a specific focus on their relevance to the field of social work in health care.
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Affiliation(s)
- Jafar Bakhshaie
- Center for Health Outcomes and Interdisciplinary Research, Massachusetts General Hospital, 1 Bowdoin Square, Suite 100, Boston, MA, 02114, United States
- Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, United States
| | - Nathan S. Fishbein
- Center for Health Outcomes and Interdisciplinary Research, Massachusetts General Hospital, 1 Bowdoin Square, Suite 100, Boston, MA, 02114, United States
| | - Emily Woodworth
- Center for Health Outcomes and Interdisciplinary Research, Massachusetts General Hospital, 1 Bowdoin Square, Suite 100, Boston, MA, 02114, United States
| | - Nimesha Liyanage
- Center for Health Outcomes and Interdisciplinary Research, Massachusetts General Hospital, 1 Bowdoin Square, Suite 100, Boston, MA, 02114, United States
| | - Terence Penn
- Center for Health Outcomes and Interdisciplinary Research, Massachusetts General Hospital, 1 Bowdoin Square, Suite 100, Boston, MA, 02114, United States
- Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, United States
| | - A. Rani Elwy
- Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, 222 Richmond St, Providence, RI, 02903, United States
- Center for Healthcare Organization and Implementation Research, VA Bedford Healthcare System, 200 Springs Road, Bedford, MA, 01730, United States
| | - Ana-Maria Vranceanu
- Center for Health Outcomes and Interdisciplinary Research, Massachusetts General Hospital, 1 Bowdoin Square, Suite 100, Boston, MA, 02114, United States
- Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, United States
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Darby A, Cleveland Manchanda EC, Janeway H, Samra S, Hicks MN, Long R, Gipson KA, Chary AN, Adjei BA, Khanna K, Pierce A, Kaltiso SAO, Spadafore S, Tsai J, Dekker A, Thiessen ME, Foster J, Diaz R, Mizuno M, Schoenfeld E. Race, racism, and antiracism in emergency medicine: A scoping review of the literature and research agenda for the future. Acad Emerg Med 2022; 29:1383-1398. [PMID: 36200540 DOI: 10.1111/acem.14601] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 09/23/2022] [Accepted: 09/25/2022] [Indexed: 01/25/2023]
Abstract
OBJECTIVES The objective was to conduct a scoping review of the literature and develop consensus-derived research priorities for future research inquiry in an effort to (1) identify and summarize existing research related to race, racism, and antiracism in emergency medicine (EM) and adjacent fields and (2) set the agenda for EM research in these topic areas. METHODS A scoping review of the literature using PubMed and EMBASE databases, as well as review of citations from included articles, formed the basis for discussions with community stakeholders, who in turn helped to inform and shape the discussion and recommendations of participants in the Society for Academic Emergency Medicine (SAEM) consensus conference. Through electronic surveys and two virtual meetings held in April 2021, consensus was reached on terminology, language, and priority research questions, which were rated on importance or impact (highest, medium, lower) and feasibility or ease of answering (easiest, moderate, difficult). RESULTS A total of 344 articles were identified through the literature search, of which 187 met inclusion criteria; an additional 34 were identified through citation review. Findings of racial inequities in EM and related fields were grouped in 28 topic areas, from which emerged 44 key research questions. A dearth of evidence for interventions to address manifestations of racism in EM was noted throughout. CONCLUSIONS Evidence of racism in EM emerged in nearly every facet of our literature. Key research priorities identified through consensus processes provide a roadmap for addressing and eliminating racism and other systems of oppression in EM.
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Affiliation(s)
- Anna Darby
- Department of Emergency Medicine, Los Angeles County and University of Southern California Medical Center, Los Angeles, California, USA
| | | | - Hannah Janeway
- Department of EM, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
| | - Shamsher Samra
- Department of EM, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
| | - Marquita Norman Hicks
- Department of Emergency Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Ruby Long
- Department of Emergency Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Katrina A Gipson
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Anita N Chary
- Department of Emergency Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Brenda A Adjei
- National Cancer Institute Division of Cancer Control and Population Sciences, Bethesda, Maryland, USA
| | - Kajal Khanna
- Department of Emergency Medicine, Stanford University School of Medicine, Palo Alto, California, USA
| | - Ava Pierce
- Department of Emergency Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Sheri-Ann O Kaltiso
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Sophia Spadafore
- Department of Emergency Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Jennifer Tsai
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Annette Dekker
- Department of EM, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
| | - Molly E Thiessen
- Department of Emergency Medicine, University of Colorado School of Medicine, Denver, Colorado, USA
| | - Jordan Foster
- Department of Emergency Medicine, Columbia University Medical Center, New York, New York, USA
| | - Rose Diaz
- Department of EM, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
| | - Mikaela Mizuno
- University of California, Riverside School of Medicine, Riverside, California, USA
| | - Elizabeth Schoenfeld
- Department of Emergency Medicine, University of Massachusetts Medical School-Baystate, Springfield, Massachusetts, USA
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Association Between Race/Ethnicity and Total Joint Arthroplasty Utilization in a Universally Insured Population. J Am Acad Orthop Surg 2022; 30:e1348-e1357. [PMID: 36044283 DOI: 10.5435/jaaos-d-22-00146] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 05/02/2022] [Indexed: 02/01/2023] Open
Abstract
INTRODUCTION Previous studies have documented racial and ethnic disparities in total joint arthroplasty (TJA) utilization in the United States. A potential mediator of healthcare disparities is unequal access to care, and studies have suggested that disparities may be ameliorated in systems of universal access. The purpose of this study was to assess whether racial/ethnic disparities in TJA utilization persist in a universally insured population of patients enrolled in a managed healthcare system. METHODS This retrospective cohort study used data from a US integrated healthcare system (2015 to 2019). Patients aged 50 years and older with a diagnosis of hip or knee osteoarthritis were included. The outcome of interest was utilization of primary total hip arthroplasty and/or total knee arthroplasty, and the exposure of interest was race/ethnicity. Incidence rate ratios (IRRs) were modeled using multivariable Poisson regression controlling for confounders. RESULTS There were 99,548 patients in the hip analysis and 290,324 in the knee analysis. Overall, 10.2% of the patients were Black, 20.5% were Hispanic, 9.6% were Asian, and 59.7% were White. In the multivariable analysis, utilization of primary total hip arthroplasty was significantly lower for all minority groups including Black (IRR, 0.55, 95% confidence interval [CI], 0.52-0.57, P < 0.0001), Hispanic (IRR, 0.63, 95% CI, 0.60-0.66, P < 0.0001), and Asian (IRR, 0.64, 95% CI, 0.61-0.68, P < 0.0001). Similarly, utilization of primary total knee arthroplasty was significantly lower for all minority groups including Black (IRR, 0.52, 95% CI, 0.49-0.54, P < 0.0001), Hispanic (IRR, 0.72, 95% CI, 0.70-0.75, P < 0.0001), and Asian (IRR, 0.60, 95% CI, 0.57-0.63, P < 0.0001) (all in comparison with White as reference). CONCLUSIONS In this study of TJA utilization in a universally insured population of patients enrolled in a managed healthcare system, disparities on the basis of race and ethnicity persisted. Additional research is required to determine the reasons for this finding and to identify interventions which could ameliorate these disparities.
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Farrow LD, Scarcella MJ, Wentt CL, Jones MH, Spindler KP, Briskin I, Leo BM, McCoy BW, Miniaci AA, Parker RD, Rosneck JT, Sabo FM, Saluan PM, Serna A, Stearns KL, Strnad GJ, Williams JS. Evaluation of Health Care Disparities in Patients With Anterior Cruciate Ligament Injury: Does Race and Insurance Matter? Orthop J Sports Med 2022; 10:23259671221117486. [PMID: 36199832 PMCID: PMC9528024 DOI: 10.1177/23259671221117486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 05/17/2022] [Indexed: 12/02/2022] Open
Abstract
Background: It is unknown whether race- or insurance-based disparities in health care exist regarding baseline knee pain, knee function, complete meniscal tear, or articular cartilage damage in patients who undergo anterior cruciate ligament reconstruction (ACLR). Hypothesis: Black patients and patients with Medicaid evaluated for ACLR would have worse baseline knee pain, worse knee function, and greater odds of having a complete meniscal tear. Study Design: Cross-sectional study; Level of evidence, 3. Methods: A cohort of patients (N = 1463; 81% White, 14% Black, 5% Other race; median age, 22 years) who underwent ACLR between February 2015 and December 2018 was selected from an institutional database. Patients who underwent concomitant procedures and patients of undisclosed race or self-pay status were excluded. The associations of race with preoperative Knee injury and Osteoarthritis Outcome Score (KOOS) Pain subscale, KOOS Function subscale, and intraoperatively assessed complete meniscal tear (tear that extended through both the superior and the inferior meniscal surfaces) were determined via multivariate modeling with adjustment for age, sex, insurance status, years of education, smoking status, body mass index (BMI), meniscal tear location, and Veterans RAND 12-Item Health Survey Mental Component Score (VR-12 MCS). Results: The 3 factors most strongly associated with worse KOOS Pain and KOOS Function were lower VR-12 MCS score, increased BMI, and increased age. Except for age, the other two factors had an unequal distribution between Black and White patients. Univariate analysis demonstrated equal baseline median KOOS Pain scores (Black, 72.2; White, 72.2) and KOOS Function scores (Black, 68.2; White, 68.2). After adjusting for confounding variables, there was no significant difference between Black and White patients in KOOS Pain, KOOS Function, or complete meniscal tears. Insurance status was not a significant predictor of KOOS Pain, KOOS Function, or complete meniscal tear. Conclusion: There were clinically significant differences between Black and White patients evaluated for ACLR. After accounting for confounding factors, no difference was observed between Black and White patients in knee pain, knee function, or complete meniscal tear. Insurance was not a clinically significant predictor of knee pain, knee function, or complete meniscal tear.
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Affiliation(s)
- Lutul D. Farrow
- Investigation performed at Cleveland Clinic, Cleveland, Ohio, USA
| | | | - Christa L. Wentt
- Investigation performed at Cleveland Clinic, Cleveland, Ohio, USA
| | - Morgan H. Jones
- Investigation performed at Cleveland Clinic, Cleveland, Ohio, USA
| | - Kurt P. Spindler
- Investigation performed at Cleveland Clinic, Cleveland, Ohio, USA
| | - Isaac Briskin
- Investigation performed at Cleveland Clinic, Cleveland, Ohio, USA
| | - Brian M. Leo
- Investigation performed at Cleveland Clinic, Cleveland, Ohio, USA
| | - Brett W. McCoy
- Investigation performed at Cleveland Clinic, Cleveland, Ohio, USA
| | | | | | - James T. Rosneck
- Investigation performed at Cleveland Clinic, Cleveland, Ohio, USA
| | - Frank M. Sabo
- Investigation performed at Cleveland Clinic, Cleveland, Ohio, USA
| | - Paul M. Saluan
- Investigation performed at Cleveland Clinic, Cleveland, Ohio, USA
| | - Alfred Serna
- Investigation performed at Cleveland Clinic, Cleveland, Ohio, USA
| | - Kim L. Stearns
- Investigation performed at Cleveland Clinic, Cleveland, Ohio, USA
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Parker S, Johnson-Lawrence V. Addressing Trauma-Informed Principles in Public Health through Training and Practice. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19148437. [PMID: 35886289 PMCID: PMC9319668 DOI: 10.3390/ijerph19148437] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 07/06/2022] [Indexed: 01/27/2023]
Abstract
The increasing prevalence of traumatic events requires our public health workforce to be knowledgeable about ways trauma influences population and individual health. There is a gap in student training about the various ways that traumatic events affect their capacity to perform public health work and the communities they serve. While other human services disciplines explicitly use trauma-informed terminology and concepts in student training, references to trauma-informed approaches are more implicit in public health curricula. This study examined trauma-informed principles and related terminology for use in public health coursework in the context of a community-wide water contamination public health crisis in Flint, Michigan, USA. We addressed the principles of trauma-informed approaches across key competency areas common to USA public health accredited programs, including discussion to support student understanding of the principle in action. Using trauma-informed language (1) enhances our capacity to name and respond empathetically in traumatized communities, (2) provides guiding principles for less community-engaged efforts, and (3) fosters stronger relationships for more community-engaged initiatives by providing areas of accountability for unintended consequences throughout the program’s development and implementation processes. Rising public health professionals equipped with knowledge of trauma-informed approaches can more intentionally minimize unintended negative consequences of public health initiatives.
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Affiliation(s)
- Shan Parker
- Department of Public Health and Health Sciences, University of Michigan-Flint, Flint, MI 48502, USA
- Correspondence:
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Burlotos A, Díaz PAV, Pacheco MAH, de León Angel LDP, Camas MM, Sepulveda-Delgado J, Pérez-Tirado JM, Ortiz-Barragan S, Fuller AT, Nigenda G. Impacto de un Nuevo Programa de Trabajo Social en el Acceso a la Atención Terciaria. Ann Glob Health 2022; 88:45. [PMID: 35854923 PMCID: PMC9249001 DOI: 10.5334/aogh.3886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Antecedentes: En el movimiento a favor de la equidad sanitaria mundial, el aumento en investigación y financiación no ha contemplado aun la escasez de evidencias en la aplicación eficaz de las intervenciones en entornos específicos, una necesidad no cubierta es la de facilitar el acceso a la atención especializada dentro del sector de la salud pública en México. Compañeros en Salud ha estado dirigiendo un programa novedoso, llamado Derecho a la Salud (DS), destinado a aumentar el acceso a la atención especializada para poblaciones en situación de pobreza del medio rural en Chiapas, México. El programa DS incorpora trabajo social, seguimiento de pacientes, Referencias, apoyo económico directo y acompañamiento para pacientes. Objetivos: Este estudio evalúa la efectividad del programa DS. Los primeros resultados analizados incluyen la aceptación de cualquier Referencia y la asistencia a la cita programada. Los resultados secundarios incluyen la aceptación de la primera referencia y la tasa de asistencia a la cita para los pacientes con una referencia aceptada. Métodos: Utilizando datos del proceso de referenica durante los años 2014 al 2019 de un hospital público de atención terciaria en Chiapas, se empataron 91 pacientes inscritos en el programa DS utilizando una coincidencia de pares óptima 2:1 con una cohorte de control que equilibra las covariables de edad del paciente, sexo, especialidad a la que se remite, nivel del hospital de origen y municipio. Hallazgos: Los pacientes con DS tuvieron más posibilidades de haber tenido una referencia aceptada (OR 17,42; IC del 95 % 3,68 a 414,16) y de haber asistido a una cita (OR 5,49; IC del 95 % 2,93 a 11,60) en comparación con el grupo de control empatado. Los pacientes inscritos a DS también tuvieron más posibilidades de que se aceptara su primera referencia (OR 2,78; IC del 95 % 1,29 a 6,73). Entre los pacientes con una referencia aceptada, los pacientes pertenecientes a DS tuvieron más probabilidad de haber asistido a una cita (OR 3,86; IC del 95 % 1,90 a 8,57). Conclusiones: Los resultados demuestran que el modelo DS es exitoso al aumentar el acceso a la atención especializada, tanto en el incremento de referencias aceptadas como en la asistencia a citas.
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Affiliation(s)
- Athanasios Burlotos
- Duke University Global Health Institute, Durham, North Carolina, USA
- Duke University Medical School, Durham, North Carolina, USA
| | | | | | | | | | | | | | | | - Anthony T. Fuller
- Duke University Global Health Institute, Durham, North Carolina, USA
- Duke University Medical School, Durham, North Carolina, USA
| | - Gustavo Nigenda
- Compañeros en Salud, Jaltenango de la Paz, Chiapas, México
- Universidad Nacional Autónoma de México, Ciudad de México, México
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Malinowski C, Lei X, Zhao H, Giordano SH, Chavez-MacGregor M. Association of Medicaid Expansion With Mortality Disparity by Race and Ethnicity Among Patients With De Novo Stage IV Breast Cancer. JAMA Oncol 2022; 8:863-870. [PMID: 35389432 PMCID: PMC8990354 DOI: 10.1001/jamaoncol.2022.0159] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 11/22/2021] [Indexed: 12/14/2022]
Abstract
Importance Patients who are uninsured and belong to racial and ethnic minority groups or have low socioeconomic status have suboptimal access to health care, likely affecting outcomes. The association of the Affordable Care Act's Medicaid expansion with survival among patients with metastatic breast cancer is unknown. Objective To examine the association between Medicaid expansion and mortality disparity among patients with de novo stage IV breast cancer. Design, Setting, and Participants Cross-sectional, population-based study of survival using Cox proportional hazards regression and difference-in-difference (DID) analysis of data from the National Cancer Database and patients diagnosed as having de novo stage IV breast cancer between January 1, 2010, and December 31, 2016, residing in states that underwent Medicaid expansion on January 1, 2014. The preexpansion period was January 1, 2010, to December 31, 2013; the postexpansion period was January 1, 2014, to December 31, 2016. Data were analyzed between September 4, 2020, and November 16, 2021. Exposures Comparison of survival improvement between patients of racial and ethnic minority groups and White patients in the preexpansion and postexpansion periods. Because of small numbers in the specific racial and ethnic minority groups, these patients were combined into 1 category for comparisons. Main Outcomes and Measures Overall survival (OS) and 2-year mortality rate. Results Among 9322 patients included (mean [SD] age, 55 [7] years), 5077 were diagnosed in the preexpansion and 4245 in the postexpansion period. The racial and ethnic minority group comprised 2545 (27.3%), which included 500 (5.4%) Hispanic (any race), 1515 (16.3%) non-Hispanic Black, and 530 (5.7%) non-Hispanic other including 25 (0.3%) American Indian or Alaska Native, 357 (3.8%) Asian or Pacific Islander, and 148 (1.6%) unknown, and 6777 (72.7%) were in the White patient group. In the preexpansion period, White patients had increased OS compared with patients of racial and ethnic minority groups (adjusted hazard ratio [aHR], 1.22; 95% CI, 1.10-1.35); this difference was not observed in the postexpansion period (aHR, 0.96; 95% CI, 0.86-1.08). A reduction in 2-year mortality was observed between the preexpansion and postexpansion periods (32.2% vs 26.0%). The adjusted 2-year mortality decreased from 40.6% to 36.3% among White patients and from 45.6% to 35.8% among patients of racial and ethnic minority groups (adjusted DID, -5.5%; 95% CI, -9.5 to -1.6; P = .006). Among patients in the lowest income quartile (n = 1510), patients of racial and ethnic minority groups had an increased risk of death in the preexpansion period (aHR, 1.28; 95% CI, 1.01-1.61) but lower risk in the postexpansion period (aHR, 0.75; 95% CI, 0.59-0.95). In this subset of patients, those of racial and ethnic minority groups had a greater reduction in 2-year mortality compared with White patients (adjusted DID, -12.8%; 95% CI, -22.2 to -3.5; P = .007). Conclusions and Relevance In this cross-sectional study, survival differences observed between patients of racial and ethnic minority groups and White patients in the preexpansion period were no longer present in the postexpansion period. A greater reduction in 2-year mortality was observed among patients of racial and ethnic minority groups compared with White patients. These results suggest that policies aimed at improving equity and increasing access to health care may reduce racial and ethnic disparities in breast cancer outcomes.
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Affiliation(s)
- Catalina Malinowski
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston
| | - Xiudong Lei
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston
| | - Hui Zhao
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston
| | - Sharon H. Giordano
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston
- Breast Medical Oncology Department, The University of Texas MD Anderson Cancer Center, Houston
| | - Mariana Chavez-MacGregor
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston
- Breast Medical Oncology Department, The University of Texas MD Anderson Cancer Center, Houston
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Burlotos A, Díaz PAV, Hernández Pacheco MA, de León Angel LDP, Camas MM, Sepulveda-Delgado J, Pérez-Tirado JM, Ortiz-Barragan S, Fuller AT, Nigenda G. Impact of a Novel Social Work Program on Access to Tertiary Care. Ann Glob Health 2022; 88:24. [PMID: 35481980 PMCID: PMC8992777 DOI: 10.5334/aogh.3585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Background In the movement for global health equity, increased research and funding have not yet addressed a shortage of evidence on effectively implementing context-specific interventions; one unmet need is facilitating access to specialty care within the public health sector in Mexico. Compañeros en Salud has been piloting a novel program, called Right to Healthcare (RTHC), to increase access to specialty care for the rural poor in Chiapas, Mexico. The RTHC program incorporates social work, patient navigation, referrals, direct economic support, and accompaniment for patients. Objectives This study evaluates the effectiveness of the RTHC program. Primary outcomes analyzed included acceptance of any referral and attendance of any appointment. Secondary outcomes included acceptance of the first referral and rate of appointment attendance for patients with an accepted referral. Methods Using referral process data for the years 2014 to 2019 from a public tertiary care hospital in Chiapas, 91 RTHC patients were matched using 2:1 optimal pair matching with a control cohort balancing covariates of patient age, sex, specialty referred to, level of referring hospital, and municipality. Findings RTHC patients were more likely to have had an accepted referral (OR 17.42, 95% CI 3.68 to 414.16) and to have attended an appointment (OR 5.49, 95% CI 2.93 to 11.60) compared to the matched control group. RTHC patients were also more likely to have had their first referral accepted (OR 2.78, 95% CI 1.29 to 6.73). Among patients with an accepted referral, RTHC patients were more likely to have attended an appointment (OR 3.86, 95% CI 1.90 to 8.57). Conclusions The results demonstrate that the RTHC model is successful in increasing access to specialty care by both increasing referral acceptance and appointment attendance.
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Affiliation(s)
- Athanasios Burlotos
- Duke University Global Health Institute, Durham, North Carolina, US
- Duke University Medical School, Durham, North Carolina, US
| | | | | | | | | | | | | | | | - Anthony T Fuller
- Duke University Global Health Institute, Durham, North Carolina, US
- Duke University Medical School, Durham, North Carolina, US
| | - Gustavo Nigenda
- Compañeros en Salud, Jaltenango de la Paz, Chiapas, MX
- La Universidad Nacional Autónoma de México, Ciudad de México, MX
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Disparities Among Trauma Patients and Interventions to Address Equitable Health Outcomes. CURRENT TRAUMA REPORTS 2022. [DOI: 10.1007/s40719-022-00224-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Data Resources for Evaluating the Economic and Financial Consequences of Surgical Care in the United States. J Trauma Acute Care Surg 2022; 93:e17-e29. [PMID: 35358106 DOI: 10.1097/ta.0000000000003631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
LEVEL OF EVIDENCE V.
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de Angelis P, Kaufman EJ, Barie PS, Leahy NE, Winchell RJ, Narayan M. Disparities in Insurance Status are Associated With Outcomes But Not Timing of Trauma Care. J Surg Res 2022; 273:233-246. [PMID: 35144053 DOI: 10.1016/j.jss.2021.12.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 10/19/2021] [Accepted: 12/27/2021] [Indexed: 10/19/2022]
Abstract
INTRODUCTION Patient factors influence outcomes after injury. Delays in care have a crucial impact. We investigated the associations between patient characteristics and timing of transfer from the emergency department to definitive care. METHODS This was a review of adult trauma patients treated between January 1, 2016, and December 31, 2018. Bivariate analyses were used to build Cox proportional hazards models. We built separate logistic and negative binomial regression models for secondary outcomes using mixed-step selection to minimize the Akaike information criterion c. RESULTS A total of 1219 patients were included; 68.5% were male, 56.8% White, 11.2% Black, and 7.8% Asian/Pacific Islander. The average age was 51 ± 21 y. Overall, 13.7% of patients were uninsured. The average length of stay was 5 d and mortality was 5.9%. Shorter transfer time out of the emergency department was associated with higher tier of activation (relative risk [RR] 1.39, 95% confidence interval [CI] 1.09-1.77; P = 0.0074), Injury Severity Score between 16 and 24 points (RR 1.57, 95% CI 1.04-2.32; P = 0.0307) or ≥25 (RR 3.85, 95% CI 2.45-5.94; P = 0.0001), and penetrating injury. Longer time to event was associated with Glasgow coma scale score ≥14 points (RR 0.47, 95% CI 0.27-0.85; P = 0.0141). Uninsured patients were less likely to be admitted (odds ratio 0.29, 95% CI 0.17-0.48; P = 0.0001) and more likely to experience shorter length of stay (incidence rate ratio 0.34, 95% CI 0.24-0.51; P = 0.0001). CONCLUSIONS Injury characteristics and insurance status were associated with patient outcomes in this retrospective, single-center study. We found no disparity in timing of intrafacility transfer, perhaps indicating that initial management protocols preserve equity.
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Affiliation(s)
- Paolo de Angelis
- Division of Trauma, Burns, Acute and Critical Care, Department of Surgery, Weill Cornell Medicine, New York, New York.
| | - Elinore J Kaufman
- Division of Traumatology, Surgical Critical Care & Emergency Surgery, Department of Surgery, Penn Medicine, Philadelphia, Pennsylvania
| | - Philip S Barie
- Division of Trauma, Burns, Acute and Critical Care, Department of Surgery, Weill Cornell Medicine, New York, New York
| | - Nicole E Leahy
- Division of Trauma, Burns, Acute and Critical Care, Department of Surgery, Weill Cornell Medicine, New York, New York
| | - Robert J Winchell
- Division of Trauma, Burns, Acute and Critical Care, Department of Surgery, Weill Cornell Medicine, New York, New York; Division of Medical Ethics, Department of Medicine, Weill Cornell Medicine, New York, New York
| | - Mayur Narayan
- Division of Trauma, Burns, Acute and Critical Care, Department of Surgery, Weill Cornell Medicine, New York, New York
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Hussein MH, Toreih AA, Attia AS, Alrowaili M, Fawzy MS, Tatum D, Toraih EA, Kandil E, Duchesne J, Taghavi S. Trampoline Injuries in Children and Adolescents: A Jumping Threat. Pediatr Emerg Care 2022; 38:e894-e899. [PMID: 34339161 DOI: 10.1097/pec.0000000000002457] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE As trampoline use grows more popular in the United States, the frequency of injuries continues to climb. We hypothesized that toddlers would be at the highest risk for trampoline injuries requiring hospitalization. METHODS The National Electronic Injury Surveillance System database was examined for trampoline injuries from 2009 to 2018. Patients were categorized into 3 main age groups: toddlers (<2 years), children (2-12 years), and adolescents (13-18 years). Regression models were used to identify patients at high risk for injury or hospitalization. RESULTS There was a total of 800,969 meeting inclusion criteria, with 433,827 (54.2%) occurring at their own homes and 86,372 (18.1%) at the sporting venue. Of the total, 36,789 (4.6%) were admitted to a hospital. Fractures (N = 270,884, 34%), strain/sprain injuries (N = 264,990, 33%), followed by skin contusions/abrasions (N = 115,708, 14%) were the most common diagnoses. The most frequent injury sites were lower and upper extremities accounting for 329,219 (41.1%) and 244,032 (30.5%), whereas 175,645 (21.9%) had head and neck injuries. Musculoskeletal injuries (74%) and concussions (2.6%) were more frequent in adolescents than children (67.6% and 1.6%) and toddlers (56.3% and 1.3%). Internal organ and soft tissue injuries were frequent in toddlers. There were no fatalities reported in the injured patients. Multivariate analysis showed adolescents, female sex, extremity injuries, and musculoskeletal injuries were associated with hospitalization. Injury at a sporting venue was not associated with hospitalization. CONCLUSIONS Adolescents and girls are at increased risk of trampoline injury, warranting hospitalization. Safety standards may help prevent extremity and musculoskeletal injuries in the pediatric population. Finally, use of trampolines at sporting venues does not appear to be particularly dangerous.
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Affiliation(s)
- Mohammad H Hussein
- From the Department of Surgery, Tulane University, School of Medicine, New Orleans, LA
| | - Ahmad A Toreih
- Department of Orthopedic Surgery, Faculty of Medicine, Suez Canal University, Ismailia, Egypt
| | - Abdallah S Attia
- From the Department of Surgery, Tulane University, School of Medicine, New Orleans, LA
| | - Majed Alrowaili
- Orthopedic Division, Department of Surgery, Faculty of Medicine, Northern Border University, Arar, Saudi Arabia
| | | | - Danielle Tatum
- Our Lady of the Lake Regional Medical Center, Baton Rouge, LA
| | | | - Emad Kandil
- From the Department of Surgery, Tulane University, School of Medicine, New Orleans, LA
| | - Juan Duchesne
- From the Department of Surgery, Tulane University, School of Medicine, New Orleans, LA
| | - Sharven Taghavi
- From the Department of Surgery, Tulane University, School of Medicine, New Orleans, LA
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Koehlmoos TP, Korona-Bailey J, Janvrin ML, Madsen C. Racial Disparities in the Military Health System: A Framework Synthesis. Mil Med 2021; 187:e1114-e1121. [PMID: 34910808 DOI: 10.1093/milmed/usab506] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 10/25/2021] [Accepted: 12/11/2021] [Indexed: 11/14/2022] Open
Abstract
INTRODUCTION Racial disparities in health care are a well-documented phenomenon in the USA. Universal insurance has been suggested as a solution to mitigate these disparities. We examined race-based disparities in the Military Health System (MHS) by constructing and analyzing a framework of existing studies that measured disparities between direct care (care provided by military treatment facilities) and private sector care (care provided by civilian health care facilities). MATERIALS AND METHODS We conducted a framework synthesis on 77 manuscripts published in partnership with the Comparative Effectiveness and Provider-Induced Demand Collaboration Project that use MHS electronic health record data to present an overview of racial disparities assessed for multiple treatment interventions in a nationally representative, universally insured population. RESULTS We identified 32 studies assessing racial disparities in areas of surgery, trauma, opioid prescription and usage, women's health, and others. Racial disparities were mitigated in postoperative complications, trauma care, and cancer screenings but persisted in diabetes readmissions, opioid usage, and minimally invasive women's health procedures. CONCLUSION Universal coverage mitigates many, but not all, racial disparities in health care. An examination of a broader range of interventions, a closer look at variation in care provided by civilian facilities, and a look at the quality of care by race provide further opportunities for research.
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Affiliation(s)
- Tracey Pérez Koehlmoos
- Center for Health Services Research, Uniformed Services University, Bethesda, MD 20814, USA
| | - Jessica Korona-Bailey
- Center for Health Services Research, Uniformed Services University, Bethesda, MD 20814, USA.,Henry M. Jackson Foundation, Bethesda, MD 20817, USA
| | - Miranda Lynn Janvrin
- Center for Health Services Research, Uniformed Services University, Bethesda, MD 20814, USA.,Henry M. Jackson Foundation, Bethesda, MD 20817, USA
| | - Cathaleen Madsen
- Center for Health Services Research, Uniformed Services University, Bethesda, MD 20814, USA.,Henry M. Jackson Foundation, Bethesda, MD 20817, USA
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Bytnar JA, Byrne C, Olsen C, Witkop C, Martin MB, Banaag A, Koehlmoos T. The Impact of Mammography Screening Guideline Changes in a Universally Insured Population. J Womens Health (Larchmt) 2021; 30:1720-1728. [PMID: 33600239 PMCID: PMC9839342 DOI: 10.1089/jwh.2020.8546] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Background: The U.S. Preventive Services Task Force (USPSTF) modified breast cancer screening guidelines in November 2009. The impact has been studied among privately and Medicare insured populations, but not among universally insured women. Materials and Methods: This study compared the proportion of TRICARE beneficiaries aged 40-64 receiving mammograms from fiscal years 2006 to 2015 using an interrupted time series analysis to determine the impact of the 2009 USPSTF guideline changes. Stratified analyses evaluated differences by age (ages 40-49, 50-64), race, care setting, beneficiary type, and military status. Results: The proportion of women receiving mammograms increased from October 2005 through September 2009. A small, but significant decrease of 65-66 fewer women screened per 10,000 occurred in the first quarter of 2010 (October 1 to December 31) following the screening guideline update publication. The proportion screened then remained unchanged through 2015. Comparative analysis revealed no differences in impact between age groups, blacks and whites, or military dependents and active-duty/retirees. Conclusions: This study determined that the USPSTF guideline updates had a small, but immediate and lasting impact that was not different across age groups, beneficiary type, or race. No racial disparities in the proportion screened or in the impact of the guideline change were noted in our universally insured population.
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Affiliation(s)
- Julie A. Bytnar
- Department of Preventive Medicine and Biostatistics, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Celia Byrne
- Department of Preventive Medicine and Biostatistics, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Cara Olsen
- Department of Preventive Medicine and Biostatistics, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Catherine Witkop
- Department of Preventive Medicine and Biostatistics, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Mary Beth Martin
- Department of Oncology, Georgetown University, Washington, District of Columbia, USA
- Department of Biochemistry & Molecular and Cellular Biology, Georgetown University, Washington, District of Columbia, USA
| | - Amanda Banaag
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, USA
| | - Tracey Koehlmoos
- Department of Preventive Medicine and Biostatistics, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
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Martin R, Banaag A, Riggs DS, Koehlmoos TP. Minority Adolescent Mental Health Diagnosis Differences in a National Sample. Mil Med 2021; 187:e969-e977. [PMID: 34387672 DOI: 10.1093/milmed/usab326] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 04/16/2021] [Accepted: 07/28/2021] [Indexed: 11/14/2022] Open
Abstract
INTRODUCTION Mental health disparities and differences have been identified amongst all age groups, including adolescents. However, there is a lack of research regarding adolescents within the Military Health System (MHS). The MHS is a universal health care system for military personnel and their dependents. Research has indicated that the MHS removes many of the barriers that contribute to health disparities. Additional investigations with this population would greatly contribute to our understanding of disparities and health services delivery without the barrier of access to care. MATERIALS AND METHODS This study analyzed the diagnostic trends of anxiety, depression, and impulse control disorders and differences within a national sample of adolescents of active-duty military parents. The study utilized 2006 to 2014 data in the MHS Data Repository for adolescents ages 13-18. The study identified 183,409 adolescents with at least one diagnosis. Multivariable logistic regressions were conducted to assess the differences and risks for anxiety, depression, and impulse control disorders in the identified sample. RESULTS When compared to White Americans, minority patients had a higher likelihood of being diagnosed with an impulse control disorder (odds ratio [OR] = 1.43; confidence interval [CI] 1.39-1.48) and a decreased likelihood of being diagnosed with a depressive disorder (OR = 0.98; CI 0.95-1.00) or anxiety disorder (OR = 0.80; CI 0.78-0.83). Further analyses examining the subgroups of minorities revealed that, when compared to White Americans, African American adolescents have a much higher likelihood of receiving a diagnosis of an impulse control disorder (OR = 1.66; CI 1.61-1.72) and a lower likelihood of receiving a diagnosis of a depressive disorder (OR = 0.93; CI 0.90-0.96) and an anxiety disorder (OR = 0.75; CI 0.72-0.77). CONCLUSION This study provides strong support for the existence of race-based differences in adolescent mental health diagnoses. Adolescents of military families are a special population with unique experiences and stressors and would benefit from future research focusing on qualitative investigations into additional factors mental health clinicians consider when making diagnoses, as well as further exploration into understanding how best to address this special population's mental health needs.
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Affiliation(s)
- Raquel Martin
- Department of Medical and Clinical Psychology, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | - Amanda Banaag
- Department of Preventive Medicine and Biostatistics, Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc, Bethesda, MD 20817, USA
| | - David S Riggs
- Department of Medical and Clinical Psychology, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | - Tracey P Koehlmoos
- Department of Medical and Clinical Psychology, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
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Dalton MK, Manful A, Jarman MP, Pisano AJ, Learn PA, Koehlmoos TP, Weissman JS, Cooper Z, Schoenfeld AJ. Long-term prescription opioid use among US military service members injured in combat. J Trauma Acute Care Surg 2021; 91:S213-S220. [PMID: 34324474 DOI: 10.1097/ta.0000000000003133] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
INTRODUCTION During the Global War on Terrorism, many US Military service members sustained injuries with potentially long-lasting functional limitations and chronic pain. We sought to understand the patterns of prescription opioid use among service members injured in combat. METHODS We queried the Military Health System Data Repository to identify service members injured in combat between 2007 and 2011. Sociodemographics, injury characteristics, treatment information, and costs of care were abstracted for all eligible patients. We surveyed for prescription opioid utilization subsequent to hospital discharge and through 2018. Negative binomial regression was used to identify factors associated with cumulative prescription opioid use. RESULTS We identified 3,981 service members with combat-related injuries presenting during the study period. The median age was 24 years (interquartile range [IQR], 22-29 years), 98.5% were male, and the median follow-up was 3.3 years. During the study period, 98% (n = 3,910) of patients were prescribed opioids at least once and were prescribed opioids for a median of 29 days (IQR, 9-85 days) per patient-year of follow-up. While nearly all patients (96%; n = 3,157) discontinued use within 6 months, 91% (n = 2,882) were prescribed opioids again after initially discontinuing opioids. Following regression analysis, patients with preinjury opioid exposure, more severe injuries, blast injuries, and enlisted rank had higher cumulative opioid use. Patients who discontinued opioids within 6 months had an unadjusted median total health care cost of US $97,800 (IQR, US $42,364-237,135) compared with US $230,524 (IQR, US $134,387-370,102) among those who did not discontinue opioids within 6 months (p < 0.001). CONCLUSION Nearly all service members injured in combat were prescribed opioids during treatment, and the vast majority experienced multiple episodes of prescription opioid use. Only 4% of the population met the criteria for sustained prescription opioid use at 6 months following discharge. Early discontinuation may not translate to long-term opioid cessation in this population. LEVEL OF EVIDENCE Epidemiology study, level III.
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Affiliation(s)
- Michael K Dalton
- From the Center for Surgery and Public Health, Department of Surgery (M.K.D., A.M., M.P.J., J.S.W., Z.C., A.J.S.) and Department of Orthopedic Surgery (A.J.P., A.J.S.), Brigham and Women's Hospital, Harvard Medical School, Harvard T. H. Chan School of Public Health, Boston, Massachusetts; Department of Surgery (P.A.L.) and Department of Preventive Medicine and Biostatistics (T.P.K.), F. Edward Hébert School of Medicine, Uniformed Services University of Health Sciences, Bethesda, Maryland
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Chaudhary MA, Dalton MK, Koehlmoos TP, Schoenfeld AJ, Goralnick E. Identifying Patterns and Predictors of Prescription Opioid Use After Total Joint Arthroplasty. Mil Med 2021; 186:587-592. [PMID: 33484147 DOI: 10.1093/milmed/usaa573] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 11/20/2020] [Accepted: 12/18/2020] [Indexed: 12/11/2022] Open
Abstract
INTRODUCTION Total hip arthroplasty and total knee arthroplasty account for over 1 million procedures annually. Opioids are the mainstay of postoperative pain management for these patients. In this context, the objective of this study was to determine patterns of use and factors associated with early discontinuation of opioids after total joint arthroplasty (TJA). METHODS TRICARE claims data (2006-2014) were queried for adult (18-64 years) patients who underwent total hip arthroplasty or total knee arthroplasty. Prescription opioid use was identified from 6 months before and 6 months after surgical intervention. Prior opioid use was categorized as naïve, exposed (with non-sustained use), and sustained (6 month continuous use before surgery). Cox proportional-hazards models were used to identify factors associated with opioid discontinuation following TJA. RESULTS Among the 29,767 patients included in the study, 15,271 (51.3%) had prior opioid exposure and 3,740 (12.5%) were sustained opioid users. At 6 months after the surgical intervention, 3,171 (10.6%) continued opioid use, 3.3% were among opioid naïve, 10.2% among exposed, and 33.3% among sustained users. In risk-adjusted models, prior opioid exposure (hazards ratio: 0.65, 95% CI: 0.62-0.67) and sustained prior use (hazards ratio: 0.33, 95% CI: 0.31-0.35) were the strongest predictors of lower likelihood of opioid discontinuation. Lower socio-economic status, depression, and anxiety were also strong predictors. CONCLUSION Prior opioid exposure was strongly associated with continued opioid dependence after TJA. Although one-third of prior sustained users continued use after surgery, approximately 10% of previously exposed patients became sustained users, making them the prime candidates for targeted interventions to reduce the likelihood of sustained opioid use after TJA.
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Affiliation(s)
- Muhammad Ali Chaudhary
- Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.,Department of Family Medicine, WellSpan Good Samaritan Hospital, Lebanon, PA 17042, USA
| | - Michael K Dalton
- Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Tracey P Koehlmoos
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of Health Sciences, Bethesda, MD 20814, USA
| | - Andrew J Schoenfeld
- Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.,Department of Orthopedic Surgery, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Eric Goralnick
- Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.,Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
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Andriotti T, Ranjit A, Hamlin L, Koehlmoos T, Robinson JN, Lutgendorf MA. Psychiatric Conditions During Pregnancy and Postpartum in a Universally Insured American Population. Mil Med 2021; 187:e795-e801. [PMID: 33881522 DOI: 10.1093/milmed/usab154] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 02/16/2021] [Accepted: 04/14/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Mental health conditions are common and can have significant effects during the perinatal period. Our objective was to determine the incidences and predictors of psychiatric conditions during pregnancy and postpartum among universally insured American women. MATERIAL AND METHODS This was an Institutional Review Board (IRB)-approved protocol using a retrospective cohort of 104,866 deliveries covered by TRICARE from 2005 to 2014. We used TRICARE claims data to identify pregnant women without current psychiatric conditions who developed new psychiatric condition(s) during pregnancy or postpartum compared with those who did not, as identified by International Classification of Diseases (ICD)-9 CM codes. Predictors of psychiatric conditions during pregnancy or postpartum were determined using stepwise logistic regression models. RESULTS A total of 104,866 women met the inclusion criteria; of these, 35% (n = 36,192) were diagnosed with a new psychiatric condition during pregnancy or within 1 year of delivery, 15% (n = 15,636) with a psychiatric condition during pregnancy, and 20% (n = 20,556) with a psychiatric condition within 1 year of delivery. We demonstrated that the African-American race (odds ratio [OR] 1.16, 95% CI 1.10-1.22), active duty status (OR 1.20, 95% CI 1.14-1.25), and severe maternal morbidity during delivery (OR 1.18, 95% CI 1.02-1.35) were significantly associated with the occurrence of a psychiatric condition within 1 year of delivery. For Asian women, there was a 28% higher odds of developing a psychiatric disorder during pregnancy (adjusted OR 1.28, 95% CI 1.17-1.40) compared with White women. Active duty women were twice as likely to be diagnosed with post-traumatic stress disorder (adjusted OR 2.31, 95% CI 1.83-2.90). CONCLUSION In a universally insured population, the incidences of psychiatric conditions in pregnancy and within a year of delivery were similar to the American population. Additionally, the development of psychiatric conditions in pregnancy and within a year of delivery may be associated with race, active duty status, and complicated births.
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Affiliation(s)
| | - Anju Ranjit
- Department of Obstetrics and Gynecology, Howard University, Washington, DC 20060, USA
| | - Lynette Hamlin
- Daniel K. Inouye Graduate School of Nursing, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | - Tracey Koehlmoos
- Daniel K. Inouye Graduate School of Nursing, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA.,Department of Preventive Medicine and Biostatistics, Uniformed Services University, Bethesda, MD 20814, USA
| | - Julian N Robinson
- Department of Obstetrics, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Monica A Lutgendorf
- Department of Obstetrics and Gynecology, Naval Medical Center San Diego, San Diego, CA 92134, USA
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Mikhail ME, Klump KL. A virtual issue highlighting eating disorders in people of black/African and Indigenous heritage. Int J Eat Disord 2021; 54:459-467. [PMID: 33180348 PMCID: PMC7956059 DOI: 10.1002/eat.23402] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Revised: 10/23/2020] [Accepted: 10/23/2020] [Indexed: 12/13/2022]
Abstract
While eating disorders affect people from all racial/ethnic backgrounds, research has traditionally focused on eating disorders in white populations. In this virtual issue, we present a collection of 14 articles previously published in the International Journal of Eating Disorders highlighting eating disorders in people of black/African and Indigenous heritage. Featured articles examine the prevalence and presentation of disordered eating in black and Indigenous populations; access to care and treatment experiences for black and Indigenous people; and environmental stressors, such as acculturative stress and discrimination, that may contribute to disordered eating in these populations. Future directions for inclusive research with people of black/African and Indigenous heritage are discussed, including reporting participant demographics, examining differences in risk factors and treatment outcomes across race/ethnicity, and partnering with black and Indigenous communities to produce culturally sensitive research attuned to the needs and priorities of these populations.
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Affiliation(s)
- Megan E Mikhail
- Department of Psychology, Michigan State University, East Lansing, Michigan, USA
| | - Kelly L Klump
- Department of Psychology, Michigan State University, East Lansing, Michigan, USA
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National Disparities in Insurance Coverage of Comprehensive Craniomaxillofacial Trauma Care. PLASTIC AND RECONSTRUCTIVE SURGERY-GLOBAL OPEN 2020; 8:e3237. [PMID: 33299703 PMCID: PMC7722556 DOI: 10.1097/gox.0000000000003237] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 09/17/2020] [Indexed: 11/26/2022]
Abstract
Background: Comprehensive craniomaxillofacial trauma care includes correcting functional deficits, addressing acquired deformities and appearance, and providing psychosocial support. The aim of this study was to characterize insurance coverage of surgical, medical, and psychosocial services indicated for longitudinal facial trauma care and highlight national discrepancies in policy. Methods: A cross-sectional analysis of insurance coverage was performed for treatment of common functional, appearance, and psychosocial facial trauma sequelae. Policies were scored for coverage (3), case-by-case coverage (2), no mention (1), and exclusion (0). The sum of points determined coverage scores for functional sequelae, acquired-appearance sequelae, and psychosocial sequelae, the sum of which generated a Comprehensive Coverage Score. Results: Medicaid earned lower comprehensive coverage scores and lower coverage scores for psychosocial sequelae than did private insurance (P = 0.02, P = 0.02). Medicaid CCSs were lowest in Oklahoma, Arkansas, and Missouri. Private insurance CCSs and psychosocial sequelae were highest in Colorado and Delaware, and lowest in Wisconsin. Coverage scores for functional sequelae and for acquired-appearance sequelae were similar for Medicaid and private policies. Medicaid coverage scores were higher in states that opted into Medicaid expansion (P = 0.04), states with Democrat governors (P = 0.02), states with mandated paid leave (P = 0.01), and states with >40% total population living >400% above federal poverty (P = 0.03). Medicaid comprehensive coverage scores and coverage scores for psychosocial sequelae were lower in southeastern states. Private insurance coverage scores for functional sequelae and for ASCSs were lower in the Midwest. Conclusions: Insurance disparities in comprehensive craniomaxillofacial care coverage exist, particularly for psychosocial services. The disparities correlate with current state-level geopolitics. There is a uniform need to address national and state-specific differences in coverage from both Medicaid and private insurance policies.
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Piatt J. Mediators of racial disparities in mortality rates after traumatic brain injury in childhood: data from the Trauma Quality Improvement Program. J Neurosurg Pediatr 2020; 26:476-482. [PMID: 32736354 DOI: 10.3171/2020.5.peds20336] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 05/11/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Social disparities in healthcare outcomes are almost ubiquitous, and trauma care is no exception. Because social factors cannot cause a trauma outcome directly, there must exist mediating causal factors related to the nature and severity of the injury, the robustness of the victim, access to care, or processes of care. Identification of these causal factors is the first step in the movement toward health equity. METHODS A noninferiority analysis was undertaken to compare mortality rates between Black children and White children after traumatic brain injury (TBI). Data were derived from the Trauma Quality Improvement Program (TQIP) registries for the years 2014 through 2017. Inclusion criteria were age younger than 19 years and head Abbreviated Injury Scale scores of 4, 5, or 6. A noninferiority margin of 10% was preselected. A logistic regression propensity score model was developed to distinguish Black and White children based on all available covariates associated with race at p < 0.10. Stabilized inverse probability weighting and a one-tailed 95% CI were used to test the noninferiority hypothesis. RESULTS There were 7273 observations of White children and 2320 observations of Black children. The raw mortality rates were 15.6% and 22.8% for White and Black children, respectively. The final propensity score model included 31 covariates. It had good fit (Hosmer-Lemeshow χ2 = 7.1604, df = 8; p = 0.5194) and good discrimination (c-statistic = 0.752). The adjusted mortality rates were 17.82% and 17.79% for White and Black children, respectively. The relative risk was 0.9986, with a confidence interval upper limit of 1.0865. The relative risk corresponding to the noninferiority margin was 1.1. The hypothesis of noninferiority was supported. CONCLUSIONS Data captured in the TQIP registries are sufficient to explain the observed racial disparities in mortality after TBI in childhood. Speculations about genetic or epigenetic factors are not supported by this analysis. Discriminatory care may still be a factor in TBI mortality disparities, but it is not occult. If it exists, evidence for it can be sought among the data included in the TQIP registries.
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Frankel D, Banaag A, Madsen C, Koehlmoos T. Examining Racial Disparities in Diabetes Readmissions in the United States Military Health System. Mil Med 2020; 185:e1679-e1685. [PMID: 32633784 DOI: 10.1093/milmed/usaa153] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
INTRODUCTION Diabetes is one of the most common chronic conditions in the United States and has a cost burden over $120 billion per year. Readmissions following hospitalization for diabetes are common, particularly in minority patients, who experience greater rates of complications and lower quality healthcare compared to white patients. This study examines disparities in diabetes-related readmissions in the Military Health System, a universally insured, population of 9.5 million beneficiaries, who may receive care from military (direct care) or civilian (purchased care) facilities. METHODS The study identified a population of 7,605 adult diabetic patients admitted to the hospital in 2014. Diagnostic codes were used to identify hospital readmissions, and logistic regression was used to analyze associations among race, beneficiary status, patient or sponsor's rank, and readmissions at 30, 60, and 90 days. RESULTS A total of 239 direct care patients and 545 purchased care patients were included in our analyses. After adjusting for age and sex, we found no significant difference in readmission rates for black versus white patients; however, we found a statistically significant increase in the likelihood for readmission of Native American/Alaskan Native patients compared to white patients, which persisted in direct care at 60 days (adjusted odds ratio [AOR] 11.51, 95% CI 1.11-119.41) and 90 days (AOR 18.42, 95% CI 1.78-190.73), and in purchased care at 90 days (AOR 4.54, 95% CI 1.31-15.74). CONCLUSION Our findings suggest that universal access to healthcare alleviates disparities for black patients, while Native America/Alaskan Native populations may still be at risk of disparities associated with readmissions among diabetic patients in both the closed direct care system and the civilian fee for service purchased care system.
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Affiliation(s)
- Dianne Frankel
- Uniformed Services University of the Health Sciences; 4301 Jones Bridge Road, Bethesda, MD, 20814
| | - Amanda Banaag
- Henry M. Jackson Foundation for the Advancement of Military Medicine, 6720A Rockledge Drive, Bethesda, MD, 20817
| | - Cathaleen Madsen
- Henry M. Jackson Foundation for the Advancement of Military Medicine, 6720A Rockledge Drive, Bethesda, MD, 20817
| | - Tracey Koehlmoos
- Uniformed Services University of the Health Sciences; 4301 Jones Bridge Road, Bethesda, MD, 20814
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Social Determinants of Health and Patient-Reported Outcomes Following Total Hip and Knee Arthroplasty in Veterans. J Arthroplasty 2020; 35:2357-2362. [PMID: 32498969 DOI: 10.1016/j.arth.2020.04.095] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 04/16/2020] [Accepted: 04/28/2020] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Social determinants of health (SDOH) are the conditions in which people are born, grow, live, work, and age. They are associated with disparities in outcomes following total joint arthroplasty (TJA). These disparities occur even in equal-access healthcare systems such as the Veterans Health Administration (VHA). Our goal was to determine whether SDOH affect patient-reported outcome measures (PROMs) following TJA in VHA patients. METHODS Patients scheduled to undergo total hip or knee arthroplasty at VHA Hospitals in Minneapolis, MN, Palo Alto, CA, and San Francisco, CA, prospectively completed PROMs before and 1 year after surgery. PROMs included the Hip disability and Osteoarthritis Outcome Score, the Knee injury and Osteoarthritis Outcome Score, and their Joint Replacement subscores. SDOH included race, ethnicity, marital status, education, and employment status. The level of poverty in each patient's neighborhood was determined. Medical comorbidities were recorded. Univariate and multivariate analyses were performed to determine whether SDOH were significantly associated with PROM improvement after surgery. RESULTS On multivariate analysis, black race was significantly negatively correlated with knee PROM improvement and Hispanic ethnicity was significantly negatively correlated with hip PROM improvement compared to whites. Higher baseline PROM scores and lower age were significantly associated with lower PROM improvement. Significant associations were also found based on education, gender, comorbidities, and neighborhood poverty. CONCLUSION Minority VHA patients have lower improvement in PROM scores after TJA than white patients. Further research is required to identify the reasons for these disparities and to design interventions to reduce them.
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CORR Insights®: Does Universal Insurance and Access to Care Influence Disparities in Outcomes for Pediatric Patients with Osteomyelitis? Clin Orthop Relat Res 2020; 478:1440-1442. [PMID: 32574470 PMCID: PMC7310348 DOI: 10.1097/corr.0000000000001051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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Does Universal Insurance and Access to Care Influence Disparities in Outcomes for Pediatric Patients with Osteomyelitis? Clin Orthop Relat Res 2020; 478:1432-1439. [PMID: 31725027 PMCID: PMC7310406 DOI: 10.1097/corr.0000000000000994] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Healthcare disparities are an issue in the surgical management of orthopaedic conditions in children. Although insurance expansion efforts may mitigate racial disparities in surgical outcomes, prior studies have not examined these effects on differences in pediatric orthopaedic care. To assess for racial disparities in pediatric orthopaedic care that may persist despite insurance expansion, we performed a case-control study of the outcomes of children treated for osteomyelitis in the TRICARE system, the healthcare program of the United States Department of Defense and a model of universal insurance and healthcare access. QUESTIONS/PURPOSES We asked whether (1) the rates of surgical intervention and (2) 90-day outcomes (defined as emergency department visits, readmission, and complications) were different among TRICARE-insured pediatric patients with osteomyelitis when analyzed based on black versus white race and military rank-defined socioeconomic status. METHODS We analyzed TRICARE claims from 2005 to 2016. We identified 2906 pediatric patients, of whom 62% (1810) were white and 18% (520) were black. A surgical intervention was performed in 9% of the patients (253 of 2906 patients). The primary outcome was receipt of surgical intervention for osteomyelitis. Secondary outcomes included 90-day complications, readmissions, and returns to the emergency department. The primary predictor variables were race and sponsor rank. Military rank has been used as an indicator of socioeconomic status before and during enlistment, and enlisted service members, particularly junior enlisted service members, may be at risk of having the same medical conditions that affect civilian members of lower socioeconomic strata. Patient demographic information (age, sex, race, sponsor rank, beneficiary category [whether the patient is an insurance beneficiary from an active-duty or retired service member], and geographic region) and clinical information (prior comorbidities, environment of care [whether clinical care was provided in a civilian or military facility], treatment setting, and length of stay) were used as covariates in multivariable logistic regression analyses. RESULTS After controlling for demographic and clinical factors including age, sex, sponsor rank, beneficiary category, geographic region, Charlson comorbidity index (as a measure of baseline health), environment of care, and treatment setting (inpatient versus outpatient), we found that black children were more likely to undergo surgical interventions for osteomyelitis than white children (odds ratio 1.78; 95% confidence interval, 1.26-2.50; p = 0.001). When stratified by environment of care, this finding persisted only in the civilian healthcare setting (OR 1.85; 95% CI, 1.26-2.74; p = 0.002). Additionally, after controlling for demographic and clinical factors, lower socioeconomic status (junior enlisted personnel) was associated with a higher likelihood of 90-day emergency department use overall (OR 1.60; 95% CI, 1.02-2.51; p = 0.040). CONCLUSIONS We found that for pediatric patients with osteomyelitis in the universally insured TRICARE system, many of the historically reported disparities in care were absent, suggesting these patients benefitted from improved access to healthcare. However, despite universal coverage, racial disparities persisted in the civilian care environment, suggesting that no single intervention such as universal insurance sufficiently addresses differences in racial disparities in care. Future studies can address the pervasiveness of these disparities in other patient populations and the various mechanisms through which they exert their effects, as well as potential interventions to mitigate these disparities. LEVEL OF EVIDENCE Level III, prognostic study.
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Disparities in Adult and Pediatric Trauma Outcomes: a Systematic Review and Meta-Analysis. World J Surg 2020; 44:3010-3021. [DOI: 10.1007/s00268-020-05591-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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The association between race/ethnicity and outcomes following primary shoulder arthroplasty. J Shoulder Elbow Surg 2020; 29:886-892. [PMID: 31767351 DOI: 10.1016/j.jse.2019.09.018] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 09/18/2019] [Accepted: 09/23/2019] [Indexed: 02/01/2023]
Abstract
BACKGROUND Although prior studies have reported health disparities in total knee and hip arthroplasty, few have evaluated the effect of race/ethnicity on total shoulder arthroplasty, particularly in a setting in which patients have uniform access to care. Because the procedural volume of shoulder arthroplasty has increased dramatically over the past decade, evaluating the association between race/ethnicity and postoperative outcomes is warranted. We sought to evaluate racial/ethnic disparities in adverse postoperative events within a universally insured shoulder arthroplasty cohort in an integrated health care system. METHODS An integrated health care system's registry was used to identify patients who underwent elective primary (total or reverse) shoulder arthroplasty from 2005 to 2016. Four mutually exclusive race/ethnicity groups were investigated: white, Asian, black, and Hispanic. Racial differences were evaluated using Cox proportional hazards regression for all-cause revision and conditional logistic regression for 90-day unplanned readmissions and 90-day emergency department (ED) visits while adjusting for confounders. RESULTS Of the 8360 shoulder procedures, 2% were performed in Asian patients; 5%, black patients; 9%, Hispanic patients; and 84%, white patients. Compared with white patients, Hispanic patients had a 44% lower revision risk (hazard ratio, 0.56; 95% confidence interval, 0.33-0.97). Black patients had a 45% higher likelihood of a 90-day ED visit (odds ratio, 1.45; 95% confidence interval, 1.12-1.89). CONCLUSION We found minority groups to have revision and unplanned readmission risks that were similar to or lower than those of white patients. However, black patients had a higher likelihood of ED visits. Further investigation is needed to determine the reasons for this disparity and identify interventions to mitigate unnecessary ED visits.
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Fazzalari A, Alfego D, Shortsleeve JT, Shi Q, Mathew J, Litwin D, Cahan M. Treatment of Facial Fractures at a Level 1 Trauma Center: Do Medicaid and Non-Medicaid Enrollees Receive the Same Care? J Surg Res 2020; 252:183-191. [PMID: 32278973 DOI: 10.1016/j.jss.2020.03.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2019] [Revised: 02/12/2020] [Accepted: 03/09/2020] [Indexed: 10/24/2022]
Abstract
BACKGROUND Timing of surgical treatment of facial fractures may vary with the patient age, injury type, and presence of polytrauma. Previous studies using national data sets have suggested that trauma patients with government insurance experience fewer operations, longer length of hospital stay (LOS), and worse outcomes compared with privately insured patients. The objective of this study is to compare treatment of facial fractures in patients with and without Medicaid insurance (excluding Medicare). METHODS All adults with mandibular, orbital, and midface fractures at a Level 1 Trauma Center between 2009 and 2018 were included. Statistical analyses were performed to assess the differences in the frequency of surgery, time to surgery (TTS), LOS, and mortality based on insurance type. RESULTS The sample included 1541 patients with facial fractures (mandible, midface, orbital), of whom 78.8% were male, and 13.1% (208) were enrolled in Medicaid. Mechanism of injury was predominantly assault for Medicaid enrollees and falls or motor vehicle accidents for non-Medicaid enrollees (P < 0.001). Patients with mandible and midface fractures underwent similar rates of surgical repair. Medicaid enrollees with orbital fractures underwent less frequent surgery for facial fractures (24.8% versus 34.7%, P = 0.0443) and had higher rates of alcohol and drug intoxication compared with non-Medicaid enrollees (42.8% versus 31.6%, P = 0.008). TTS, LOS, and mortality were similar in both groups with facial fractures. CONCLUSIONS Overall, the treatment of facial fractures was similar regardless of the insurance type, but Medicaid enrollees with orbital fractures experienced less frequent surgery for facial fractures. Further studies are needed to identify specific socioeconomic and geographic factors contributing to these disparities in care.
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Affiliation(s)
- Amanda Fazzalari
- Department of Surgery, University of Massachusetts Medical School, Worcester, Massachusetts; The Stanley J. Dudrick Department of Surgery, Saint Mary's Hospital, Waterbury, Connecticut
| | - David Alfego
- Division of Data Sciences and Technology, University of Massachusetts Medical School, Worcester, Massachusetts
| | - J Taylor Shortsleeve
- Department of Surgery, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Qiming Shi
- Division of Data Sciences and Technology, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Jomol Mathew
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Demetrius Litwin
- Department of Surgery, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Mitchell Cahan
- Department of Surgery, University of Massachusetts Medical School, Worcester, Massachusetts.
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Treatment of Acute Cholecystitis: Do Medicaid and Non-Medicaid Enrolled Patients Receive the Same Care? J Gastrointest Surg 2020; 24:939-948. [PMID: 31823324 DOI: 10.1007/s11605-019-04471-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Accepted: 11/06/2019] [Indexed: 01/31/2023]
Abstract
BACKGROUND Nationally, Medicaid enrollees with emergency surgical conditions experience worse outcomes overall when compared with privately insured patients. The goal of this study is to investigate disparities in the treatment of cholecystitis based on insurance type and to identify contributing factors. METHODS Adults with cholecystitis at a safety-net hospital in Central Massachusetts from 2017-2018 were included. Sociodemographic and clinical characteristics were compared based on Medicaid enrollment status (Medicare excluded). Univariate and multivariate analyses were used to compare the frequency of surgery, time to surgery (TTS), length of stay (LOS), and readmission rates between groups. RESULTS The sample (n = 203) included 69 Medicaid enrollees (34%), with a mean age of 44.4 years. Medicaid enrollees were younger (p = 0.0006), had lower levels of formal education (high school diploma attainment, p < 0.0001), were more likely to be unmarried (p < 0.0001), Non-White (p = 0.0012), and require an interpreter (p < 0.0001). Patients in both groups experienced similar rates of laparoscopic cholecystectomy, TTS, and LOS; however, Medicaid enrollees experienced more readmissions within 30 days of discharge (30.4% vs 17.9%, p < 0.001). CONCLUSION Despite anticipated population differences, the treatment of acute cholecystitis was similar between Medicaid and Non-Medicaid enrollees, with the exception of readmission. Further research is needed to identify patient, provider, and/or population factors driving this disparity.
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Taghavi S, Srivastav S, Tatum D, Smith A, Guidry C, McGrew P, Harris C, Schroll R, Duchesne J. Did the Affordable Care Act Reach Penetrating Trauma Patients? J Surg Res 2020; 250:112-118. [PMID: 32044507 DOI: 10.1016/j.jss.2019.12.020] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 12/10/2019] [Accepted: 12/12/2019] [Indexed: 11/30/2022]
Abstract
BACKGROUND The benefits of the Affordable Care Act (ACA) for trauma patients have been well established. However, the ACA's impact on penetrating trauma patients (PTPs), a population that is historically young and uninsured, has not been defined. We hypothesized that PTPs in the post-ACA era would have better outcomes. MATERIAL AND METHODS The National Trauma Data Bank (NTDB) was queried for all PTPs from 2009 (pre-ACA) and 2011-2014 (post-ACA). Subset analysis was performed in patients aged 19-25 y, as this group was eligible for the ACA's dependent care provision (DCP). RESULTS There were 9,714,471 patients in the study, with 2,053,501 (21.1%) pre-ACA and 7,660,970 (78.9%) post-ACA. When compared to pre-ACA, patients in the post-ACA cohort were more likely to have commercial/private insurance, less likely to have Medicaid, and more likely to be uninsured. On logistic regression, the pre-ACA era was associated with mortality (HR: 1.02, 95% CI: 1.01-1.04, P = 0.004). Being uninsured was associated with mortality (HR: 1.89, 95% CI: 1.87-1.92, P < 0.001). On subset analysis of the DCP age group, post-ACA patients were more likely to be uninsured (24.1% versus 17.6%; P < 0.001). In addition, for the DCP age group, pre-ACA era was not associated with mortality (HR: 1.03, 95% CI: 0.99-1.06, P = 0.20). CONCLUSIONS Although the ACA provided a survival benefit to PTPs overall, it did not increase insurance coverage for this population. In addition, the DCP of the ACA did not improve insurance access for PTP in the eligible age group. Further efforts are needed to extend insurance access to this population.
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Affiliation(s)
- Sharven Taghavi
- Division of Trauma and Critical Care, Tulane University School of Medicine, New Orleans, Louisiana.
| | - Sudesh Srivastav
- Department of Biostatistics and Data Science, Tulane University School of Medicine, New Orleans, Louisiana
| | - Danielle Tatum
- Our Lady of the Lake Regional Medical Center, Trauma Specialist Program, Baton Rouge, Louisiana
| | - Alison Smith
- Division of Trauma and Critical Care, Tulane University School of Medicine, New Orleans, Louisiana
| | - Chrissy Guidry
- Division of Trauma and Critical Care, Tulane University School of Medicine, New Orleans, Louisiana
| | - Patrick McGrew
- Division of Trauma and Critical Care, Tulane University School of Medicine, New Orleans, Louisiana
| | - Charles Harris
- Division of Trauma and Critical Care, Tulane University School of Medicine, New Orleans, Louisiana
| | - Rebecca Schroll
- Division of Trauma and Critical Care, Tulane University School of Medicine, New Orleans, Louisiana
| | - Juan Duchesne
- Division of Trauma and Critical Care, Tulane University School of Medicine, New Orleans, Louisiana
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Chaudhary MA, Learn PA, Sturgeon DJ, Havens JM, Goralnick E, Koehlmoos T, Haider AH, Schoenfeld AJ. Emergency General Surgery Volume and Its Impact on Outcomes in Military Treatment Facilities. J Surg Res 2019; 247:287-293. [PMID: 31699538 DOI: 10.1016/j.jss.2019.08.030] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Revised: 07/26/2019] [Accepted: 08/14/2019] [Indexed: 11/24/2022]
Abstract
BACKGROUND Low hospital volume for emergency general surgery (EGS) procedures is associated with worse patient outcomes within the civilian health care system. The military maintains treatment facilities (MTFs) in remote locations to provide access to service members and their families. We sought to determine if patients treated at low-volume MTFs for EGS conditions experience worse outcomes compared with high-volume centers. MATERIALS AND METHODS We analyzed TRICARE data from 2006 to 2014. Patients were identified using an established coding algorithm for EGS admission. MTFs were divided into quartiles based on annual EGS volume. Outcomes included 30-d mortality, complications, and readmissions. Logistic regression models adjusting for clinical and sociodemographic differences in case-mix including EGS condition, surgical intervention, and comorbidities were used to determine the influence of hospital volume on outcomes. RESULTS We identified 106,915 patients treated for an EGS condition at 79 MTFs. The overall mortality rate was 0.21%, with complications occurring in 8.55% and readmissions in 4.45%. After risk adjustment, lowest-volume MTFs did not demonstrate significantly higher odds of mortality (OR: 2.02, CI: 0.45-9.06) or readmissions (OR: 0.77, CI: 0.54-1.11) compared with the highest-volume centers. Lowest-volume facilities exhibited a lower likelihood of complications (OR: 0.76, CI: 0.59-0.98). CONCLUSIONS EGS patients treated at low-volume MTFs did not experience worse clinical outcomes when compared with high-volume centers. Remote MTFs appear to provide care for EGS conditions comparable with that of high-volume facilities. Our findings speak against the need to reduce services at small, critical access facilities within the military health care system.
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Affiliation(s)
- Muhammad Ali Chaudhary
- Department of Surgery, Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Peter A Learn
- Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Daniel J Sturgeon
- Department of Surgery, Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Joaquim M Havens
- Department of Surgery, Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Eric Goralnick
- Department of Emergency Medicine, Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Tracey Koehlmoos
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Adil H Haider
- Department of Surgery, Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
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Chaudhary MA, de Jager E, Bhulani N, Kwon NK, Haider AH, Goralnick E, Koehlmoos TP, Schoenfeld AJ. No Racial Disparities In Surgical Care Quality Observed After Coronary Artery Bypass Grafting In TRICARE Patients. Health Aff (Millwood) 2019; 38:1307-1312. [DOI: 10.1377/hlthaff.2019.00265] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Muhammad Ali Chaudhary
- Muhammad Ali Chaudhary is a research fellow in the Center for Surgery and Public Health, Brigham and Women’s Hospital and Harvard Medical School, in Boston, Massachusetts
| | - Elzerie de Jager
- Elzerie de Jager is a research fellow in the Center for Surgery and Public Health, Brigham and Women’s Hospital and Harvard Medical School
| | - Nizar Bhulani
- Nizar Bhulani is a research fellow in the Center for Surgery and Public Health, Brigham and Women’s Hospital and Harvard Medical School
| | - Nicollette K. Kwon
- Nicollette K. Kwon is a data analyst in the Center for Surgery and Public Health, Brigham and Women’s Hospital and Harvard Medical School
| | - Adil H. Haider
- Adil H. Haider is the dean of the Medical College, Aga Khan University, in Karachi, Pakistan, and the director of disparities and emerging trauma systems in the Center for Surgery and Public Health, Brigham and Women’s Hospital and Harvard Medical School
| | - Eric Goralnick
- Eric Goralnick is the medical director of the Brigham Health Access Center and Emergency Preparedness and an assistant professor in the Department of Emergency Medicine, Brigham and Women’s Hospital and Harvard Medical School
| | - Tracey Pérez Koehlmoos
- Tracey Pérez Koehlmoos is an associate professor in the Department of Preventive Medicine and Biostatistics and principal investigator of the Health Services Research Program, Uniformed Services University of the Health Sciences, in Bethesda, Maryland
| | - Andrew J. Schoenfeld
- Andrew J. Schoenfeld is an associate professor in the Department of Orthopaedic Surgery, Brigham and Women’s Hospital and Harvard Medical School
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Okike K, Chan PH, Prentice HA, Navarro RA, Hinman AD, Paxton EW. Association of Race and Ethnicity with Total Hip Arthroplasty Outcomes in a Universally Insured Population. J Bone Joint Surg Am 2019; 101:1160-1167. [PMID: 31274717 DOI: 10.2106/jbjs.18.01316] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Prior studies have documented racial and ethnic disparities in total hip arthroplasty (THA) outcomes in the U.S. The purpose of this study was to assess whether racial/ethnic disparities in THA outcomes persist in a universally insured population of patients enrolled in an integrated health-care system. METHODS A U.S. health-care system total joint replacement registry was used to identify patients who underwent elective primary THA between 2001 and 2016. Data on patient demographics, surgical procedures, implant characteristics, and outcomes were obtained from the registry. The outcomes analyzed were lifetime revision (all-cause, aseptic, and septic) and 90-day postoperative events (infection, venous thromboembolism, emergency department [ED] visits, readmission, and mortality). Racial/ethnic differences in outcomes were analyzed with use of multiple regression with adjustment for socioeconomic status and other potential confounders. RESULTS Of 72,755 patients in the study, 79.1% were white, 8.2% were black, 8.5% were Hispanic, and 4.2% were Asian. Compared with white patients, lifetime all-cause revision was lower for black (adjusted hazard ratio [HR], 0.79; 95% confidence interval [CI], 0.66 to 0.94; p = 0.007), Hispanic (adjusted HR, 0.73; 95% CI, 0.61 to 0.87; p = 0.002), and Asian (adjusted HR, 0.49; 95% CI, 0.37 to 0.66; p < 0.001) patients. Ninety-day ED visits were more common among black (adjusted odds ratio [OR], 1.15; 95% CI, 1.05 to 1.25; p = 0.002) and Hispanic patients (adjusted OR, 1.18; 95% CI, 1.08 to 1.28; p < 0.001). For all other postoperative events, minority patients had similar or lower rates compared with white patients. CONCLUSIONS In contrast to prior research, we found that minority patients enrolled in a managed health-care system had rates of lifetime reoperation and 90-day postoperative events that were generally similar to or lower than those of white patients, findings that may be related to the equal access and/or standardized protocols associated with treatment in the managed care system. However, black and Hispanic patients still had higher rates of 90-day ED visits. Further research is required to determine the reasons for this finding and to identify interventions that could reduce unnecessary ED visits. LEVEL OF EVIDENCE Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Kanu Okike
- Hawaii Permanente Medical Group, Kaiser Permanente, Honolulu, Hawaii
| | - Priscilla H Chan
- Surgical Outcomes and Analysis Department, Kaiser Permanente, San Diego, California
| | - Heather A Prentice
- Surgical Outcomes and Analysis Department, Kaiser Permanente, San Diego, California
| | - Ronald A Navarro
- Southern California Permanente Medical Group, Kaiser Permanente, Harbor City, California
| | - Adrian D Hinman
- Northern California Permanente Medical Group, Kaiser Permanente, San Leandro, California
| | - Elizabeth W Paxton
- Surgical Outcomes and Analysis Department, Kaiser Permanente, San Diego, California
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Chaudhary MA, Schoenfeld AJ, Koehlmoos TP, Cooper Z, Haider AH. Prolonged ICU stay and its association with 1-year trauma mortality: An analysis of 19,000 American patients. Am J Surg 2019; 218:21-26. [DOI: 10.1016/j.amjsurg.2019.01.025] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 12/07/2018] [Accepted: 01/24/2019] [Indexed: 12/20/2022]
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Eckert C, Nieves-Robbins N, Spieker E, Louwers T, Hazel D, Marquardt J, Solveson K, Zahid A, Ahmad M, Barnhill R, McKelvey TG, Marshall R, Shry E, Teredesai A. Development and Prospective Validation of a Machine Learning-Based Risk of Readmission Model in a Large Military Hospital. Appl Clin Inform 2019; 10:316-325. [PMID: 31067577 PMCID: PMC6506330 DOI: 10.1055/s-0039-1688553] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Accepted: 03/22/2019] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Thirty-day hospital readmissions are a quality metric for health care systems. Predictive models aim to identify patients likely to readmit to more effectively target preventive strategies. Many risk of readmission models have been developed on retrospective data, but prospective validation of readmission models is rare. To the best of our knowledge, none of these developed models have been evaluated or prospectively validated in a military hospital. OBJECTIVES The objectives of this study are to demonstrate the development and prospective validation of machine learning (ML) risk of readmission models to be utilized by clinical staff at a military medical facility and demonstrate the collaboration between the U.S. Department of Defense's integrated health care system and a private company. METHODS We evaluated multiple ML algorithms to develop a predictive model for 30-day readmissions using data from a retrospective cohort of all-cause inpatient readmissions at Madigan Army Medical Center (MAMC). This predictive model was then validated on prospective MAMC patient data. Precision, recall, accuracy, and the area under the receiver operating characteristic curve (AUC) were used to evaluate model performance. The model was revised, retrained, and rescored on additional retrospective MAMC data after the prospective model's initial performance was evaluated. RESULTS Within the initial retrospective cohort, which included 32,659 patient encounters, the model achieved an AUC of 0.68. During prospective scoring, 1,574 patients were scored, of whom 152 were readmitted within 30 days of discharge, with an all-cause readmission rate of 9.7%. The AUC of the prospective predictive model was 0.64. The model achieved an AUC of 0.76 after revision and addition of further retrospective data. CONCLUSION This work reflects significant collaborative efforts required to operationalize ML models in a complex clinical environment such as that seen in an integrated health care system and the importance of prospective model validation.
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Affiliation(s)
| | - Neris Nieves-Robbins
- Office of the U.S. Army Surgeon General, Defense Health Headquarters (Health Information Technology/CMIO Office), Falls Church, Virginia, United States
| | - Elena Spieker
- Clinical Informatics Division, Madigan Army Medical Center, Joint Base Lewis-McChord, Tacoma, Washington, United States
| | - Tom Louwers
- KenSci Inc., Seattle, Washington, United States
| | - David Hazel
- KenSci Inc., Seattle, Washington, United States
| | | | - Keith Solveson
- Clinical Informatics Division, Madigan Army Medical Center, Joint Base Lewis-McChord, Tacoma, Washington, United States
| | - Anam Zahid
- KenSci Inc., Seattle, Washington, United States
| | | | - Richard Barnhill
- Clinical Informatics Division, Madigan Army Medical Center, Joint Base Lewis-McChord, Tacoma, Washington, United States
| | | | - Robert Marshall
- Clinical Informatics Division, Madigan Army Medical Center, Joint Base Lewis-McChord, Tacoma, Washington, United States
| | - Eric Shry
- Clinical Informatics Division, Madigan Army Medical Center, Joint Base Lewis-McChord, Tacoma, Washington, United States
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Malik AT, Jain N, Scharschmidt TJ, Li M, Glassman AH, Khan SN. Does Surgeon Volume Affect Outcomes Following Primary Total Hip Arthroplasty? A Systematic Review. J Arthroplasty 2018; 33:3329-3342. [PMID: 29921502 DOI: 10.1016/j.arth.2018.05.040] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 04/06/2018] [Accepted: 05/28/2018] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Surgeon volume has been identified as an important factor impacting postoperative outcome in patients undergoing orthopedic surgeries. With an absence of a detailed systematic review, we sought to collate evidence on the impact of surgeon volume on postoperative outcomes in patients undergoing primary total hip arthroplasty. METHODS PubMed (MEDLINE) and Google Scholar databases were queried for articles using the following search criteria: ("Surgeon Volume" OR "Provider Volume" OR "Volume Outcome") AND ("THA" OR "Total hip replacement" OR "THR" OR "Total hip arthroplasty"). Studies investigating total hip arthroplasty being performed for malignancy or hip fractures were excluded from the review. Twenty-eight studies were included in the final review. All studies underwent a quality appraisal using the GRADE tool. The systematic review was performed in accordance with the PRISMA guidelines. RESULTS Increasing surgeon volume was associated with a shorter length of stay, lower costs, and lower dislocation rates. Studies showed a significant association between an increasing surgeon volume and higher odds of early-term and midterm survivorship, but not long-term survivorships. Although complications were reported and recorded differently in studies, there was a general trend toward a lower postoperative morbidity with regard to complications following surgeries by a high-volume surgeon. CONCLUSION This systematic review shows evidence of a trend toward better postoperative outcomes with high-volume surgeons. Future prospective studies are needed to better determine long-term postoperative outcomes such as survivorship before healthcare policies such as regionalization and/or equal-access healthcare systems can be considered.
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Affiliation(s)
- Azeem T Malik
- Department of Orthopaedics, Wexner Medical Center, The Ohio State University, Columbus, OH
| | - Nikhil Jain
- Department of Orthopaedics, Wexner Medical Center, The Ohio State University, Columbus, OH
| | - Thomas J Scharschmidt
- Department of Orthopaedics, Wexner Medical Center, The Ohio State University, Columbus, OH
| | - Mengnai Li
- Department of Orthopaedics, Wexner Medical Center, The Ohio State University, Columbus, OH
| | - Andrew H Glassman
- Department of Orthopaedics, Wexner Medical Center, The Ohio State University, Columbus, OH
| | - Safdar N Khan
- Department of Orthopaedics, Wexner Medical Center, The Ohio State University, Columbus, OH
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Does Orthopaedic Outpatient Care Reduce Emergency Department Utilization After Total Joint Arthroplasty? Clin Orthop Relat Res 2018; 476:1655-1662. [PMID: 29794858 PMCID: PMC6259727 DOI: 10.1097/01.blo.0000533620.66105.ef] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Emergency department (ED) visits after elective surgical procedures are a potential target for interventions to reduce healthcare costs. More than 1 million total joint arthroplasties (TJAs) are performed each year with postsurgical ED utilization estimated in the range of 10%. QUESTIONS/PURPOSES We asked whether (1) outpatient orthopaedic care was associated with reduced ED utilization and (2) whether there were identifiable factors associated with ED utilization within the first 30 and 90 days after TJA. METHODS An analysis of adult TRICARE beneficiaries who underwent TJA (2006-2014) was performed. TRICARE is the insurance program of the Department of Defense, covering > 9 million beneficiaries. ED use within 90 days of surgery was the primary outcome and postoperative outpatient orthopaedic care the primary explanatory variable. Patient demographics (age, sex, race, beneficiary category), clinical characteristics (length of hospital stay, prior comorbidities, complications), and environment of care were used as covariates. Logistic regression adjusted for all covariates was performed to determine factors associated with ED use. RESULTS We found that orthopaedic outpatient care (odds ratio [OR], 0.73; 95% confidence interval [CI], 0.68-0.77) was associated with lower odds of ED use within 90 days. We also found that index hospital length of stay (OR, 1.07; 95% CI, 1.04-1.10), medical comorbidities (OR, 1.16; 95% CI, 1.08-1.24), and complications (OR, 2.47; 95% CI, 2.24-2.72) were associated with higher odds of ED use. CONCLUSIONS When considering that at 90 days, only 3928 patients sustained a complication, a substantial number of ED visits (11,486 of 15,414 [75%]) after TJA may be avoidable. Enhancing access to appropriate outpatient care with improved discharge planning may reduce ED use after TJA. Further research should be directed toward unpacking the situations, outside of complications, that drive patients to access the ED and devise interventions that could mitigate such behavior. LEVEL OF EVIDENCE Level III, therapeutic study.
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Haines KL, Agarwal S, Jung HS. Socioeconomics affecting quality outcomes in Asian trauma patients within the United States. J Surg Res 2018; 228:63-67. [PMID: 29907231 DOI: 10.1016/j.jss.2018.02.060] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2017] [Revised: 02/17/2018] [Accepted: 02/27/2018] [Indexed: 11/25/2022]
Abstract
INTRODUCTION Asian-Americans and Pacific Islanders are often considered as a uniform group when examining race in health outcomes. However, the generally favorable economic outcomes in this group belie significant socioeconomic variance between its heterogeneous subgroups. This study evaluates the impact of socioeconomic status on the health outcomes of Asian trauma patients. METHODS From 2012 to 2015, 52,704 Asians who presented to trauma centers were registered with the National Trauma Data Bank with known disposition. Chi2 and multivariate logistic regression analysis for mortality were performed controlling for age, gender, comorbidities, injury severity, insurance, race, and ethnicity. Negative binomial regression analysis with margins for length of stay (LOS) was performed. Subgroup analysis was done for polytrauma (Injury Severity Score >15, n = 14,787). RESULTS Asians represent 1.8% of the trauma population. Uninsured Asians were 1.9 times more likely to die than privately insured Asians (P < 0.001). Medicare patients were 1.8 times more likely to die (P < 0.001). Eighty-one Asians identified themselves as Hispanic, and there was no significant difference in their mortality or LOS for this group (P = 0.06, P = 0.18). Bleeding disorders, diabetes, cirrhosis, hypertension, respiratory disease, cancer, esophageal varices, angina, cerebrovascular accident, and dependent health care before trauma all individually affected mortality and were controlled for in this model (P < 0.05). LOS was 1.7 d longer in Medicaid patients (2.2 d with polytrauma) and 1.1 d longer in workman's compensation patients (2.1 d with polytrauma). Uninsured had a shorter LOS (P < 0.005). Asian males with polytrauma stayed 1.6 d longer than females (P < 0.001), and age did not affect LOS for this group. CONCLUSIONS Noteworthy socioeconomic disparities influence Asian trauma patients independent of their race. Mortality is affected by insurance status, despite controlling for injury severity and comorbidities.
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Affiliation(s)
- Krista L Haines
- Division of Trauma and Critical Care, Department of Surgery, Duke School of Medicine and Public Health, Duke University, Durham, North Carolina.
| | - Suresh Agarwal
- Division of Trauma and Critical Care, Department of Surgery, Duke School of Medicine and Public Health, Duke University, Durham, North Carolina
| | - Hee Soo Jung
- Division of Trauma and Acute Care Surgery, Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
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