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Diaz A, Pawlik TM. Poverty and Its Impact on Surgical Care. Adv Surg 2024; 58:35-47. [PMID: 39089785 DOI: 10.1016/j.yasu.2024.04.003] [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: 08/04/2024]
Abstract
In this article, the authors explore the intricate relationship between poverty and surgical care, underscoring its multifaceted nature and its profound impact on access and outcomes. Poverty extends beyond financial constraints to encompass barriers related to healthcare infrastructure, geographic isolation, education, mental health, and social determinants of health, resulting in persistent disparities in access to high-quality surgical care, especially for those in persistently impoverished areas and access-sensitive surgical conditions. Additionally, the authors delve into the complex intersection of poverty, race, and ethnicity, emphasizing the heightened risks faced by minority patients in surgical care.
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Affiliation(s)
- Adrian Diaz
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, James Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Timothy M Pawlik
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, James Comprehensive Cancer Center, Columbus, OH 43210, USA.
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Bindra GS, Fei-Zhang DJ, Desai A, Maddalozzo J, Smith SS, Patel UA, Chelius DC, D'Souza JN, Rastatter JC, Gillespie MB, Sheyn AM. Assessing social vulnerabilities of salivary gland cancer care, prognosis, and treatment in the United States. Head Neck 2024; 46:2152-2166. [PMID: 38651501 DOI: 10.1002/hed.27783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 04/01/2024] [Accepted: 04/11/2024] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND Salivary gland cancers (SGC)-social determinants of health (SDoH) investigations are limited by narrow scopes of SGC-types and SDoH. This Social Vulnerability Index (SVI)-study hypothesized that socioeconomic status (SES) most contributed to SDoH-associated SGC-disparities. METHODS Retrospective cohort of 24 775 SGCs assessed SES, minority-language status (ML), household composition (HH), housing-transportation (HT), and composite-SDoH measured by the SVI via regressions with surveillance and survival length, late-staging presentation, and treatment (surgery, radio-, chemotherapy) receipt. RESULTS Increasing social vulnerability showed decreases in surveillance/survival; increased odds of advanced-presenting-stage (OR: 1.12, 95% CI: 1.07, 1.17), chemotherapy receipt (OR: 1.13, 95% CI: 1.03, 1.23); decreased odds of primary surgery (0.89, 0.84, 0.94), radiotherapy (0.91, 0.85, 0.97, p = 0.003) for SGCs. Trends were differentially correlated with SES, ML, HH, and HT-vulnerabilities. CONCLUSIONS Through quantifying SDoH-derived SGC-disparities, the SVI can guide targeted initiatives against SDoH that elicit the most detrimental associations for specific sociodemographics.
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Affiliation(s)
- Govind S Bindra
- University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - David J Fei-Zhang
- Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Atharva Desai
- University of Missouri-Kansas City School of Medicine, Kansas City, Missouri, USA
| | - John Maddalozzo
- Division of Pediatric Otolaryngology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
| | - Stephanie S Smith
- Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Urjeet A Patel
- Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Daniel C Chelius
- Department of Otolaryngology-Head and Neck Surgery, Pediatric Thyroid Tumor Program and Pediatric Head and Neck Tumor Program, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas, USA
| | - Jill N D'Souza
- Division of Pediatric Otolaryngology, Children's Hospital of New Orleans and Louisiana State University, New Orleans, Louisiana, USA
| | - Jeffrey C Rastatter
- Division of Pediatric Otolaryngology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
- Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - M Boyd Gillespie
- Department of Otolaryngology-Head and Neck Surgery, University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - Anthony M Sheyn
- Department of Otolaryngology-Head and Neck Surgery, University of Tennessee Health Science Center, Memphis, Tennessee, USA
- Department of Pediatric Otolaryngology, Le Bonheur Children's Hospital, Memphis, Tennessee, USA
- Department of Pediatric Otolaryngology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
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Traweek RS, Lyu HG, Witt RG, Snyder RA, Nassif EF, Krijgh DD, Smith JM, Tilney GS, Feng C, Chiang YJ, Torres KE, Roubaud MJ, Scally CP, Hunt KK, Keung EZ, Mericli AF, Roland CL. High Community-Level Social Vulnerability is Associated with Worse Recurrence-Free Survival (RFS) After Resection of Extremity and Truncal Soft Tissue Sarcoma. Ann Surg Oncol 2024; 31:4138-4147. [PMID: 38396039 DOI: 10.1245/s10434-024-15074-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 02/07/2024] [Indexed: 02/25/2024]
Abstract
BACKGROUND Although social vulnerability has been associated with worse postoperative and oncologic outcomes in other cancer types, these effects have not been characterized in patients with soft tissue sarcoma. This study evaluated the association of social vulnerability and oncologic outcomes. METHODS The authors conducted a single-institution cohort study of adult patients with primary and locally recurrent extremity or truncal soft tissue sarcoma undergoing resection between January 2016 and December 2021. The social vulnerability index (SVI) was measured on a low (SVI 1-39%, least vulnerable) to high (60-100%, most vulnerable) SVI scale. The association of SVI with overall survival (OS) and recurrence-free survival (RFS) was evaluated by Kaplan-Meier analysis and Cox proportional hazard regression. RESULTS The study identified 577 patients. The median SVI was 44 (interquartile range [IQR], 19-67), with 195 patients categorized as high SVI and 265 patients as low SVI. The median age, tumor size, histologic subtype, grade, comorbidities, stage, follow-up time, and perioperative chemotherapy and radiation utilization were similar between the high and low SVI cohorts. The patients with high SVI had worse OS (p = 0.07) and RFS (p = 0.016) than the patients with low SVI. High SVI was independently associated with shorter RFS in the multivariate analysis (hazard ratio, 1.64; 95% confidence interval, 1.06-2.54) but not with OS (HR, 1.47; 95% CI 0.84-2.56). CONCLUSION High community-level social vulnerability appears to be independently associated with worse RFS for patients undergoing resection of extremity and truncal soft tissue sarcoma. The effect of patient and community-level social risk factors should be considered in the treatment of patients with extremity sarcoma.
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Affiliation(s)
- Raymond S Traweek
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Heather G Lyu
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Russell G Witt
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Division of Surgical Oncology, The University of Virginia, Charlottesville, USA
| | - Rebecca A Snyder
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Elise F Nassif
- Department of Sarcoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - David D Krijgh
- Department of Plastic and Reconstructive Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jeffrey M Smith
- Department of Plastic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Gordon S Tilney
- Department of Plastic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Chun Feng
- Pharmacy Informatics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yi-Ju Chiang
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Keila E Torres
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Margaret J Roubaud
- Department of Plastic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Christopher P Scally
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kelly K Hunt
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Emily Z Keung
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alexander F Mericli
- Department of Plastic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Christina L Roland
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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Fei-Zhang DJ, Park AC, Chelius DC, Smith SS, Samant S, Patel UA, Sheyn AM, Rastatter JC. Influence of Social Vulnerability in Treatment and Prognosis of Squamous Cell Carcinoma of the Tongue. Otolaryngol Head Neck Surg 2024; 170:1338-1348. [PMID: 38353303 DOI: 10.1002/ohn.675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 11/20/2023] [Accepted: 12/23/2023] [Indexed: 04/30/2024]
Abstract
OBJECTIVE To investigate the association of social determinants of health (SDoH) in squamous cell carcinoma of the tongue in the United States and to evaluate the real-world contribution of specific disparities. STUDY DESIGN Retrospective cohort study. SETTING United States. METHODS The Centers for Disease Control and Prevention-Social Vulnerability Index (SVI) and National Cancer Institute-Surveillance, Epidemiology, and End Results Program database were used to study 62,103 adult tongue squamous cell carcinoma patients from 1975 to 2017. Regression analysis assessed trends in months of follow-up and survival across social vulnerability and 4 subcategories of social vulnerability. RESULTS As overall SVI score increases (increased social vulnerability), there is a significant decrease in the average length of follow-up (22.95% decrease from 63.99 to 49.31 months; P < .001) across patients from the lowest and highest social vulnerability groups. As overall SVI score increases, there is a significant decrease in the average months of survival (28.00% decrease from 49.20 to 35.43 months; P < .001). There is also a significantly greater odds ratio (OR = 1.05; P < .001) of advanced cancer staging upon presentation at higher SVI scores. Patients with higher SVI scores have a lower OR (0.93; P < .001) of receiving surgery as their primary treatment when compared to patients with lower SVI scores. Patients with higher SVI scores also have a significantly greater OR (OR = 1.05; P < .001) of receiving chemotherapy as their primary treatment when compared to patients with lower SVI scores. CONCLUSION Increased social vulnerability is shown to have a detrimental impact on the treatment and prognosis of patients with squamous cell carcinoma of the tongue.
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Affiliation(s)
- David J Fei-Zhang
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Asher C Park
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Daniel C Chelius
- Department of Otolaryngology-Head and Neck Surgery, Pediatric Thyroid Tumor Program and Pediatric Head and Neck Tumor Program, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas, USA
| | - Stephanie S Smith
- Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Sandeep Samant
- Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Urjeet A Patel
- Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Anthony M Sheyn
- Department of Pediatric Otolaryngology, Le Bonheur Children's Hospital, Memphis, Tennessee, USA
- Department of Otolaryngology-Head and Neck Surgery, University of Tennessee Health Science Center, Memphis, Tennessee, USA
- Department of Pediatric Otolaryngology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jeffrey C Rastatter
- Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Division of Pediatric Otolaryngology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
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Mensah JA, Fei-Zhang DJ, Rossen JL, Rahmani B, Bentrem DJ, Stein JD, French DD. Assessment of Social Vulnerabilities of Care and Prognosis in Adult Ocular Melanomas in the US. Ann Surg Oncol 2024; 31:3302-3313. [PMID: 38418655 PMCID: PMC11003832 DOI: 10.1245/s10434-024-15038-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 01/25/2024] [Indexed: 03/02/2024]
Abstract
BACKGROUND Prior works have studied the impact of social determinants on various cancers but there is limited analysis on eye-orbit cancers. Current literature tends to focus on socioeconomic status and race, with sparse analysis of interdisciplinary contributions. We examined social determinants as measured by the Centers for Disease Control and Prevention (CDC) Social Vulnerability Index (SVI), quantifying eye and orbit melanoma disparities across the United States. METHODS A retrospective review of 15,157 patients diagnosed with eye-orbit cancers in the Surveillance, Epidemiology, and End Results (SEER) database from 1975 to 2017 was performed, extracting 6139 ocular melanomas. SVI scores were abstracted and matched to SEER patient data, with scores generated by weighted averages per population density of county's census tracts. Primary outcome was months survived, while secondary outcomes were advanced staging, high grading, and primary surgery receipt. RESULTS With increased total SVI score, indicating more vulnerability, we observed significant decreases of 23.1% in months survival for melanoma histology (p < 0.001) and 19.6-39.7% by primary site. Increasing total SVI showed increased odds of higher grading (odds ratio [OR] 1.20, 95% confidence interval [CI] 1.02-1.43) and decreased odds of surgical intervention (OR 0.94, 95% CI 0.92-0.96). Of the four themes, higher magnitude contributions were observed with socioeconomic status (26.0%) and housing transportation (14.4%), while lesser magnitude contributions were observed with minority language status (13.5%) and household composition (9.0%). CONCLUSIONS Increasing social vulnerability, as measured by the CDC SVI and its subscores, displayed significant detrimental trends in prognostic and treatment factors for adult eye-orbit melanoma. Subscores quantified which social determinants contributed most to disparities. This lays groundwork for providers to target the highest-impact social determinant for non-clinical factors in patient care.
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Affiliation(s)
- Joshua A Mensah
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
| | - David J Fei-Zhang
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Jennifer L Rossen
- Division of Pediatric Ophthalmology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Bahram Rahmani
- Division of Pediatric Ophthalmology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - David J Bentrem
- Division of Surgical Oncology and Medical Social Sciences, Department of Surgery, Chicago, IL, USA
| | - Joshua D Stein
- Division of Ophthalmology and Visual Sciences, University of Michigan Kellogg Eye Center, Ann Arbor, MI, USA
| | - Dustin D French
- Departments of Ophthalmology and Medical Social Sciences, Feinberg School of Medicine, Chicago, IL, USA
- Health Services Research and Development Service, Veteran Health Administration, Edward Hines Jr. VA Hospital, Hines, IL, USA
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Sarraf P, Agrawal R, Alrashdan H, Agarwal M, Boulay B, Mutlu ER, Tussing-Humphreys L, Conwell D, Kim S, Layden BT, Yazici C. Racial and Ethnic Minorities With Acute Pancreatitis Live in Neighborhoods With Higher Social Vulnerability Scores. Pancreas 2024; 53:e317-e322. [PMID: 38416846 PMCID: PMC10959690 DOI: 10.1097/mpa.0000000000002308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/01/2024]
Abstract
OBJECTIVES The primary objective was to determine differences in Social Vulnerability Index (SVI) scores among minorities (African-Americans and Hispanics) with acute pancreatitis (AP) compared with non-Hispanic whites (NHWs) with AP. The secondary objectives were to determine differences in diet, sulfidogenic bacteria gene copy numbers (gcn) and hydrogen sulfide (H2S) levels between the 2 groups. MATERIALS AND METHODS Patients with AP were enrolled during hospitalization (n = 54). Patient residential addresses were geocoded, and the Centers for Disease Control and Prevention's SVI scores were appended. Dietary intake and serum H2S levels were determined. Microbial DNAs were isolated from stool, and gcn of sulfidogenic bacteria were determined. RESULTS Minorities had higher SVI scores compared with NHWs ( P = 0.006). They also had lower consumption of beneficial nutrients such as omega-3 fatty acids [stearidonic ( P = 0.019), and eicosapentaenoic acid ( P = 0.042)], vitamin D ( P = 0.025), and protein from seafood ( P = 0.031). Lastly, minorities had higher pan-dissimilatory sulfite reductase A ( pan-dsrA ) gcn ( P = 0.033) but no significant differences in H2S levels ( P = 0.226). CONCLUSION Minorities with AP have higher SVI compared with NHWs with AP. Higher SVI scores, lower consumption of beneficial nutrients, and increased gcn of pan-dsrA in minorities with AP suggest that neighborhood vulnerability could be contributing to AP inequities.
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Affiliation(s)
- Paya Sarraf
- Division of Internal Medicine, University of Illinois Chicago, Chicago, Illinois
| | - Rohit Agrawal
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Illinois Chicago, Chicago, Illinois
| | - Haya Alrashdan
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Illinois Chicago, Chicago, Illinois
| | - Mitali Agarwal
- Department of Digestive Health, Orlando Regional Medical Center, Orlando, FL
| | - Brian Boulay
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Illinois Chicago, Chicago, Illinois
| | - Ece R. Mutlu
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Illinois Chicago, Chicago, Illinois
| | | | - Darwin Conwell
- Division of Gastroenterology, Department of Medicine, University of Kentucky, Lexington, Kentucky
| | - Sage Kim
- Department of Health Policy and Administration, University of Illinois Chicago School of Public Health, Chicago, Illinois
| | - Brian T. Layden
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, University of Illinois Chicago, Chicago, Illinois
- Jesse Brown VA Medical Center, Chicago, IL, USA
| | - Cemal Yazici
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Illinois Chicago, Chicago, Illinois
- Jesse Brown VA Medical Center, Chicago, IL, USA
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Dyas AR, Carmichael H, Bronsert MR, Stuart CM, Garofalo DM, Henderson WG, Colborn KL, Schulick RD, Meguid RA, Velopulos CG. Social vulnerability is associated with higher risk-adjusted rates of postoperative complications in a broad surgical population. Am J Surg 2024; 229:26-33. [PMID: 37775458 DOI: 10.1016/j.amjsurg.2023.09.028] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 09/08/2023] [Accepted: 09/22/2023] [Indexed: 10/01/2023]
Abstract
OBJECTIVE The purpose of this study was to determine if an association between Social Vulnerability Index (SVI) and risk-adjusted complications exists in a broad spectrum of surgical patients. SUMMARY BACKGROUND DATA Growing evidence supports the impact of social circumstances on surgical outcomes. SVI is a neighborhood-based measure accounting for sociodemographic factors putting communities at risk. METHODS This was a multi-hospital, retrospective cohort study including a sample of patients within one healthcare system (2012-2017). Patient addresses were geocoded to determine census tract of residence and estimate SVI. Patients were grouped into low SVI (score<75) and high SVI (score≥75) cohorts. Perioperative variables and postoperative outcomes were tracked and compared using local ACS-NSQIP data. Multivariable logistic regression was performed to generate risk-adjusted odds ratios of postoperative complications in the high SVI cohort. RESULTS Overall, 31,224 patients from five hospitals were included. Patients with high SVI were more likely to be racial minorities, have 12/18 medical comorbidities, have high ASA class, be functionally dependent, be treated at academic hospitals, and undergo emergency operations (all p < 0.05). Patients with high SVI had significantly higher rates of 30-day mortality, overall morbidity, respiratory, cardiac and infectious complications, urinary tract infections, postoperative bleeding, non-home discharge, and unplanned readmissions (all p < 0.05). After risk-adjustment, only the associations between high SVI and mortality and unplanned readmission became non-significant. CONCLUSIONS High SVI was associated with multiple adverse outcomes even after risk adjustment for preoperative clinical factors. Targeted preventative interventions to mitigate risk of these specific complications should be considered in this high-risk population.
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Affiliation(s)
- Adam R Dyas
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA
| | - Heather Carmichael
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA
| | - Michael R Bronsert
- Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA
| | - Christina M Stuart
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA.
| | - Denise M Garofalo
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA
| | - William G Henderson
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA
| | - Kathryn L Colborn
- Adult and Child Center for Health Outcomes Research and Delivery Science, University of Colorado School of Medicine, Aurora, CO, USA; Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Richard D Schulick
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA
| | - Robert A Meguid
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA
| | - Catherine G Velopulos
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA
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Nieri CA, Davies C, Luttrell JB, Sheyn A. Associations Between Social Vulnerability Indicators and Pediatric Tonsillectomy Outcomes. Laryngoscope 2024; 134:954-962. [PMID: 38050924 DOI: 10.1002/lary.30836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 04/25/2023] [Accepted: 05/24/2023] [Indexed: 12/07/2023]
Abstract
OBJECTIVE To investigate the impact of neighborhood-level social vulnerability on pediatric tonsillectomy outcomes. METHODS This single-center retrospective cohort study included tonsillectomies performed on children aged 1 to 18 between August 2019 and August 2020. Geographic information systems were used to geocode addresses, and spatial overlays were used to assign census-tract level social vulnerability index (SVI) scores to each patient. For categorical variables, two-sided Pearson chi-square tests were used, whereas for continuous variables, paired t-tests, means, and standard deviations were calculated. SVI and its four subthemes were investigated using binomial logistic regressions to determine their impact on post-T&A complications and readmissions. RESULTS The study included 397 patients, with 52 having complications (13.1%) and 33 (8.3%) requiring readmissions due to their complications. Controlling for age, gender, race, insurance status, surgical indication, comorbidities, obesity, and obstructive sleep apnea, postoperative complications were associated with high overall SVI (odds ratio [OR] 5.086, 95% confidence interval [CI] 1.128-22.938), high socioeconomic vulnerability (SVI theme 1, OR 6.003, 95% CI 1.270-28.385), and high house composition vulnerability (SVI theme 2, OR 6.340, 95% CI 1.275-31.525). Readmissions were also associated with high overall SVI (10.149, 95% CI 1.293-79.647) and high housing/transportation vulnerability (SVI theme 4, OR 5.657, 95% CI 1.089-29.396). CONCLUSION Social vulnerability at the neighborhood level is linked to poorer surgical outcomes in otherwise healthy children, suggesting a target for community-based interventions. Because of the increased risk, it may have implications for preoperative decision-making, treatment plans, and clinic follow-ups. LEVEL OF EVIDENCE: 3 Laryngoscope, 134:954-962, 2024.
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Affiliation(s)
- Chad A Nieri
- Department of Otolaryngology-Head and Neck Surgery, University of Tennessee Health Science Center, Memphis, Tennessee, U.S.A
- Department of Otolaryngology-Head and Neck Surgery, Washington University School of Medicine, St. Louis, Missouri, U.S.A
| | - Camron Davies
- Department of Otolaryngology-Head and Neck Surgery, University of Tennessee Health Science Center, Memphis, Tennessee, U.S.A
| | - Jordan B Luttrell
- Department of Otolaryngology-Head and Neck Surgery, University of Tennessee Health Science Center, Memphis, Tennessee, U.S.A
| | - Anthony Sheyn
- Department of Otolaryngology-Head and Neck Surgery, University of Tennessee Health Science Center, Memphis, Tennessee, U.S.A
- Division of Otolaryngology, LeBonheur Children's Hospital, Memphis, Tennessee, U.S.A
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Fei-Zhang DJ, Chelius DC, Sheyn AM, Rastatter JC. Large-data contextualizations of social determinant associations in pediatric head and neck cancers. Curr Opin Otolaryngol Head Neck Surg 2023; 31:424-429. [PMID: 37712774 DOI: 10.1097/moo.0000000000000931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/16/2023]
Abstract
PURPOSE OF REVIEW Prior investigations in social determinants of health (SDoH) and their impact on pediatric head and neck cancers are limited by the narrow scope of cancer types and SDoH being studied while lacking inquiry on the interrelational contribution of varied SDoH in real-world contexts. The purpose of this review is to discuss the current research tackling these shortcomings of SDoH-based studies in head and neck cancer and to discuss means of applying these findings in prospective initiatives and implementations. RECENT FINDINGS Through leveraging contemporary, large-data analyses measuring diverse social vulnerabilities, several studies have identified comprehensive delineations of which social disparities contribute the largest quantifiable impact on the care of head and neck cancer patients. Progressing from prior SDoH-based research of the decade, these studies contextualize the effect of social vulnerabilities and have laid the foundations to begin addressing these issues in the complex, modern-day environment of interrelatedsocial factors. SUMMARY Social determinants of health markedly affect pediatric head and neck cancer care and prognosis in complex and surprising ways. Modern-day tools and analyses derived from large-data techniques have unveiled the quantifiable underpinnings of how SDoH impact these pathologies.
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Affiliation(s)
| | - Daniel C Chelius
- Department of Otolaryngology-Head and Neck Surgery, Pediatric Thyroid Tumor Program and Pediatric Head and Neck Tumor Program, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas, USA
| | - Anthony M Sheyn
- Department of Pediatric Otolaryngology, Le Bonheur Children's Hospital
- Department of Otolaryngology-Head and Neck Surgery, University of Tennessee Health Science Center
- Department of Pediatric Otolaryngology, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, Tennessee
| | - Jeff C Rastatter
- Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine
- Division of Pediatric Otolaryngology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
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Allgood KL, Whittington B, Xie Y, Hirschtick JL, Ro A, Orellana RC, Fleischer NL. Social vulnerability and new mobility disability among adults with polymerase chain reaction (PCR)-confirmed SARS-CoV-2: Michigan COVID-19 Recovery Surveillance Study. Prev Med 2023; 177:107719. [PMID: 37788721 DOI: 10.1016/j.ypmed.2023.107719] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 09/22/2023] [Accepted: 09/29/2023] [Indexed: 10/05/2023]
Abstract
OBJECTIVE Understanding the relationship between social factors and persistent COVID-19 health outcomes, such as onset of a disability after a SARS-CoV-2 (the virus that causes COVID-19) infection, is an increasingly important public health issue. The purpose of this paper is to examine associations between social vulnerability and new onset of a mobility disability post-COVID-19 diagnosis. METHODS We used data from the Michigan COVID-19 Recovery Surveillance Study, a population-based probability survey of adults with PCR-confirmed SARS-CoV-2 infection in Michigan between January 2020-May 2022 (n = 4295). We used the Minority Health Social Vulnerability Index (MHSVI), with high county-level social vulnerability defined at or above the 75th percentile. Mobility disability was defined as new difficulty walking or climbing stairs. We regressed mobility disability on the overall MHSVI, as well as sub-themes of the index (socioeconomic status, household composition/disability, minority and language, housing type, healthcare access, and medical vulnerability), using multivariable logistic regression, adjusting for age, race, sex, education, employment, and income. RESULTS Living in a county with high (vs. low) social vulnerability was associated with 1.38 times higher odds (95% confidence interval [CI]:1.18-1.61) of reporting a new mobility disability after a COVID-19 diagnosis after adjustment. Similar results were observed for the socioeconomic status and household composition/disability sub-themes. In contrast, residents of highly racially diverse counties had lower odds (odds ratio 0.74, 95% CI: 0.61, 0.89) of reporting a new mobility disability compared to low diversity counties. CONCLUSIONS Mitigating the effects of social vulnerabilities requires additional resources and attention to support affected individuals.
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Affiliation(s)
- Kristi L Allgood
- University of Michigan School of Public Health, Department of Epidemiology, Center for Social Epidemiology and Population Health. 1415 Washington Heights, 2649A, SPH Tower, Ann Arbor, MI 48109, USA; Texas A&M University School of Public Health, Department of Epidemiology & Biostatistics, USA.
| | - Blair Whittington
- University of Michigan School of Public Health, Department of Epidemiology, Center for Social Epidemiology and Population Health. 1415 Washington Heights, 2649A, SPH Tower, Ann Arbor, MI 48109, USA
| | - Yanmei Xie
- University of Michigan School of Public Health, Department of Epidemiology, Center for Social Epidemiology and Population Health. 1415 Washington Heights, 2649A, SPH Tower, Ann Arbor, MI 48109, USA
| | - Jana L Hirschtick
- University of Michigan School of Public Health, Department of Epidemiology, Center for Social Epidemiology and Population Health. 1415 Washington Heights, 2649A, SPH Tower, Ann Arbor, MI 48109, USA
| | - Annie Ro
- University of California - Irvine, Department of Health, Society, & Behavior. UCI Health Sciences Complex, 856 Health Sciences Quad, Suite 3600, Irvine, CA 92617, USA
| | - Robert C Orellana
- CDC Foundation, 600 Peachtree St NE #1000, Atlanta, GA 30308, USA; Bureau of Infectious Disease Prevention, Michigan Department of Health and Human Services, 333 S Grand Ave, P.O. Box 30195, Lansing, MI 48933, USA
| | - Nancy L Fleischer
- University of Michigan School of Public Health, Department of Epidemiology, Center for Social Epidemiology and Population Health. 1415 Washington Heights, 2649A, SPH Tower, Ann Arbor, MI 48109, USA
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Koerner AS, Thomas AS, Chabot JA, Kluger MD, Sugahara KN, Schrope BA. Associations Between Patient Characteristics and Whipple Procedure Outcomes Before and After Implementation of an Enhanced Recovery After Surgery Protocol. J Gastrointest Surg 2023; 27:1855-1866. [PMID: 37165160 DOI: 10.1007/s11605-023-05693-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 04/22/2023] [Indexed: 05/12/2023]
Abstract
PURPOSE The Enhanced Recovery After Surgery (ERAS) protocol is a multimodal perioperative care bundle aimed to improve pancreatic surgery outcomes. This work evaluates whether a Whipple ERAS protocol can be safely implemented at a quaternary care center. We also aimed to assess if race and socioeconomic factors are associated with disparities in outcomes in patients undergoing a Whipple ERAS protocol. METHODS A retrospective review identified demographic and clinical data for 458 patients undergoing pancreaticoduodenectomies (PDs) at a single institution from October 2017 to May 2022. Patients were split into two cohorts: pre-ERAS (treated before implementation) and ERAS (treated after). Outcomes included length of stay (LOS), 30-day readmission and mortality rates, and major complications. RESULTS There were 213 pre-ERAS PD patients, and 245 were managed with an ERAS protocol. More ERAS patients had a BMI > 30 (15.5% vs. 8.0%; p = 0.01) and received neoadjuvant chemotherapy (15.5% vs. 4.2%; p < 0.001). ERAS patients had a higher rate of major complications (57.6% vs. 37.6%; p < 0.001). Medicaid patients did not have more complications or longer LOS compared to non-Medicaid patients. On univariate analysis, race/ethnicity or gender was not significantly associated with a higher rate of major complications or prolonged LOS. CONCLUSION A Whipple ERAS protocol did not significantly change LOS, readmissions, or 30-day mortality. Rate of overall complications did not significantly change after implementation, but rate of major complications increased. These outcomes were not significantly impacted by race/ethnicity, gender, tumor staging, or insurance status.
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Affiliation(s)
- Anna S Koerner
- Division of GI/Endocrine Surgery, Department of Surgery, Columbia University Irving Medical Center, 161 Fort Washington Avenue, New York, NY, 10032, USA.
| | - Alexander S Thomas
- Division of GI/Endocrine Surgery, Department of Surgery, Columbia University Irving Medical Center, 161 Fort Washington Avenue, New York, NY, 10032, USA
| | - John A Chabot
- Division of GI/Endocrine Surgery, Department of Surgery, Columbia University Irving Medical Center, 161 Fort Washington Avenue, New York, NY, 10032, USA
| | - Michael D Kluger
- Division of GI/Endocrine Surgery, Department of Surgery, Columbia University Irving Medical Center, 161 Fort Washington Avenue, New York, NY, 10032, USA
| | - Kazuki N Sugahara
- Division of GI/Endocrine Surgery, Department of Surgery, Columbia University Irving Medical Center, 161 Fort Washington Avenue, New York, NY, 10032, USA
| | - Beth A Schrope
- Division of GI/Endocrine Surgery, Department of Surgery, Columbia University Irving Medical Center, 161 Fort Washington Avenue, New York, NY, 10032, USA
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Shaikh CF, Woldesenbet S, Munir MM, Moazzam Z, Endo Y, Alaimo L, Azap L, Yang J, Katayama E, Lima HA, Dawood Z, Pawlik TM. Utilization of Telemedicine among Medicare beneficiaries undergoing Hepatopancreatic Surgery during the COVID-19 Pandemic. J Gastrointest Surg 2023; 27:1611-1620. [PMID: 37254021 PMCID: PMC10228881 DOI: 10.1007/s11605-023-05711-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 05/11/2023] [Indexed: 06/01/2023]
Abstract
INTRODUCTION Telemedicine may serve as an important avenue to address disparities in access to cancer care. We sought to define factors associated with telemedicine use among Medicare beneficiaries who underwent hepatopancreatic (HP) surgery, as well as characterize trends in telemedicine usage relative to community vulnerability based on the enactment of the Medicare telemedicine coverage waiver. METHODS Patients who underwent HP surgery between 2013-2020 were identified from the Medicare Standard Analytic Files (SAF). Telemedicine utilization was assessed pre- versus post- implementation of the Medicare telemedicine coverage waiver; the county-level social vulnerability index (SVI) was obtained from the Center for Disease Control. Interrupted time series analysis with negative binomial and multivariable logistic regression methods were used to assess changes in telemedicine utilization after the implementation of the Medicare telemedicine coverage waiver relative to SVI. RESULTS Pre-waiver telemedicine visits were scarce among 16,690 patients (0.2%, n = 28), while post-waiver telemedicine adoption was substantial among 3,301 patients (45.8%, n = 1,388). Post-waiver, the median patient age was 70 years (IQR, 66-74) with the majority of patients being age 65-69 (n = 994, 32.8%); 1,599 (52.8%) were female. Most patients self-identified as White (n = 2641, 87.1%), while a minority of patients self-identified as Black (n = 190, 6.3%), Asian (n = 18, 0.6%), Hispanic (n = 35, 1.2%), or Other/unknown (n = 147, 4.9%). On multivariable regression analysis, patients who lived in highly vulnerable counties (referent Low SVI; moderate SVI: OR 1.09, 95% CI 0.86-1.39, p = 0.449; high SVI: OR 0.72, 95% CI 0.55-0.94, p = 0.001) and individuals with advancing age (referent 18-64; 65-69, OR 0.68, 95%CI 0.54-0.86; 70-74, OR 0.56, 95%CI 0.44-0.71; 75-79, OR 0.57, 95%CI 0.44-0.75; 80-84, OR 0.43, 95%CI 0.30-0.61; 85 + , OR 0.25, 95%CI 0.13-0.49) had lower odds of utilizing telemedicine. In contrast, Black patients (referent White; OR 2.26, 95% CI 1.65-3.10) and patients with a higher CCI score > 2 (referent ≤ 2; OR 1.49, 95% CI 1.28-1.71) were more likely to use telemedicine (all p < 0.001). CONCLUSIONS Medicare beneficiaries residing in counties with extreme vulnerability, as well as elderly individuals, were markedly less likely to use telemedicine services related to HP surgical episodes of care. The lower utilization of telemedicine in areas of high social vulnerability was attributable to concomitant lower rates of internet access in these areas.
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Affiliation(s)
- Chanza Fahim Shaikh
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, 395 W. 12th Ave., Suite 670, Columbus, OH, USA
| | - Selamawit Woldesenbet
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, 395 W. 12th Ave., Suite 670, Columbus, OH, USA
| | - Muhammad Musaab Munir
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, 395 W. 12th Ave., Suite 670, Columbus, OH, USA
| | - Zorays Moazzam
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, 395 W. 12th Ave., Suite 670, Columbus, OH, USA
| | - Yutaka Endo
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, 395 W. 12th Ave., Suite 670, Columbus, OH, USA
| | - Laura Alaimo
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, 395 W. 12th Ave., Suite 670, Columbus, OH, USA
| | - Lovette Azap
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, 395 W. 12th Ave., Suite 670, Columbus, OH, USA
| | - Jason Yang
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, 395 W. 12th Ave., Suite 670, Columbus, OH, USA
| | - Erryk Katayama
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, 395 W. 12th Ave., Suite 670, Columbus, OH, USA
| | - Henrique A Lima
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, 395 W. 12th Ave., Suite 670, Columbus, OH, USA
| | - Zaiba Dawood
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, 395 W. 12th Ave., Suite 670, Columbus, OH, USA
| | - Timothy M Pawlik
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, 395 W. 12th Ave., Suite 670, Columbus, OH, USA.
- Department of Surgery, The Urban Meyer III and Shelley Meyer Chair for Cancer Research, The Ohio State University Wexner Medical Center, Columbus, OH, USA.
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Tran T, Rousseau MA, Farris DP, Bauer C, Nelson KC, Doan HQ. The social vulnerability index as a risk stratification tool for health disparity research in cancer patients: a scoping review. Cancer Causes Control 2023; 34:407-420. [PMID: 37027053 PMCID: PMC10080510 DOI: 10.1007/s10552-023-01683-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 03/06/2023] [Indexed: 04/08/2023]
Abstract
PURPOSE The social vulnerability index (SVI), developed by the Centers for Disease Control and Prevention, is a novel composite measure encompassing multiple variables that correspond to key social determinants of health. The objective of this review was to investigate innovative applications of the SVI to oncology research and to employ the framework of the cancer care continuum to elucidate further research opportunities. METHODS A systematic search for relevant articles was performed in five databases from inception to 13 May 2022. Included studies applied the SVI to analyze outcomes in cancer patients. Study characteristics, patent populations, data sources, and outcomes were extracted from each article. This review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. RESULTS In total, 31 studies were included. Along the cancer care continuum, five applied the SVI to examine geographic disparities in potentially cancer-causing exposures; seven in cancer diagnosis; fourteen in cancer treatment; nine in treatment recovery; one in survivorship care; and two in end-of-life care. Fifteen examined disparities in mortality. CONCLUSION In highlighting place-based disparities in patient outcomes, the SVI represents a promising tool for future oncology research. As a reliable geocoded dataset, the SVI may inform the development and implementation of targeted interventions to prevent cancer morbidity and mortality at the neighborhood level.
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Affiliation(s)
- Tiffaney Tran
- Department of Dermatology, Division of Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Morgan A Rousseau
- The University of Texas Health Science Center at Houston John P. and Kathrine G. McGovern Medical School, Houston, TX, USA
| | - David P Farris
- Research Medical Library, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Cici Bauer
- Department of Biostatistics and Data Science, The University of Texas Health Science Center at Houston School of Public Health, Houston, TX, USA
| | - Kelly C Nelson
- Department of Dermatology, Division of Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Hung Q Doan
- Department of Dermatology, Division of Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.
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14
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Fei-Zhang DJ, Chelius DC, Patel UA, Smith SS, Sheyn AM, Rastatter JC. Assessment of Social Vulnerability in Pediatric Head and Neck Cancer Care and Prognosis in the United States. JAMA Netw Open 2023; 6:e230016. [PMID: 36800183 PMCID: PMC9938432 DOI: 10.1001/jamanetworkopen.2023.0016] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/18/2023] Open
Abstract
IMPORTANCE Prior investigations in social determinants of health (SDoH) in pediatric head and neck cancer (HNC) have only considered a narrow scope of HNCs, SDoH, and geography while lacking inquiry into the interrelational association of SDoH with disparities in clinical pediatric HNC. OBJECTIVES To evaluate the association of SDoH with disparities in HNC among children and adolescents and to assess which specific aspects of SDoH are most associated with disparities in dynamic and regional sociodemographic contexts. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study included data about patients (aged ≤19 years) with pediatric HNC who were diagnosed from 1975 to 2017 from the Surveillance, Epidemiology, and End Results Program (SEER) database. Data were analyzed from October 2021 to October 2022. EXPOSURES Overall social vulnerability and its subcomponent contributions from 15 SDoH variables, grouped into socioeconomic status (SES; poverty, unemployment, income level, and high school diploma status), minority and language status (ML; minoritized racial and ethnic group and proficiency with English), household composition (HH; household members aged ≥65 and ≤17 years, disability status, single-parent status), and housing and transportation (HT; multiunit structure, mobile homes, crowding, no vehicle, group quarters). These were ranked and scored across all US counties. MAIN OUTCOMES AND MEASURES Regression trends were performed in continuous measures of surveillance and survival period and in discrete measures of advanced staging and surgery receipt. RESULTS A total of 37 043 patients (20 729 [55.9%] aged 10-19 years; 18 603 [50.2%] male patients; 22 430 [60.6%] White patients) with 30 different HNCs in SEER had significant relative decreases in the surveillance period, ranging from 23.9% for malignant melanomas (mean [SD] duration, lowest vs highest vulnerability: 170 [128] months to 129 [88] months) to 41.9% for non-Hodgkin lymphomas (mean [SD] duration, lowest vs highest vulnerability: 216 [142] months vs 127 [94] months). SES followed by ML and HT vulnerabilities were associated with these overall trends per relative-difference magnitudes (eg, SES for ependymomas and choroid plexus tumors: mean [SD] duration, lowest vs highest vulnerability: 114 [113] months vs 86 [84] months; P < .001). Differences in mean survival time were observed with increasing social vulnerability, ranging from 11.3% for ependymomas and choroid plexus tumors (mean [SD] survival, lowest vs highest vulnerability: 46 [46] months to 41 [48] months; P = .43) to 61.4% for gliomas not otherwise specified (NOS) (mean [SD] survival, lowest vs highest vulnerability: 44 [84] months to 17 [28] months; P < .001), with ML vulnerability followed by SES, HH, and HT being significantly associated with decreased survival (eg, ML for gliomas NOS: mean [SD] survival, lowest vs highest vulnerability: 42 [84] months vs 19 [35] months; P < .001). Increased odds of advanced staging with non-Hodgkin lymphoma (OR, 1.21; 95% CI, 1.02-1.45) and retinoblastomas (OR, 1.31; 95% CI, 1.14-1.50) and decreased odds of surgery receipt for melanomas (OR, 0.79; 95% CI, 0.69-0.91) and rhabdomyosarcomas (OR, 0.90; 95% CI, 0.83-0.98) were associated with increasing overall social vulnerability. CONCLUSIONS AND RELEVANCE In this cohort study of patients with pediatric HNC, significant decreases in receipt of care and survival time were observed with increasing SDoH vulnerability.
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Affiliation(s)
| | - Daniel C. Chelius
- Pediatric Thyroid Tumor Program and Pediatric Head and Neck Tumor Program, Department of Otolaryngology–Head and Neck Surgery, Texas Children’s Hospital, Baylor College of Medicine, Houston
| | - Urjeet A. Patel
- Department of Otolaryngology–Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Stephanie S. Smith
- Department of Otolaryngology–Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Anthony M. Sheyn
- Department of Pediatric Otolaryngology, Le Bonheur Children’s Hospital, Memphis, Tennessee
- Department of Otolaryngology–Head and Neck Surgery, University of Tennessee Health Science Center, Memphis
- Department of Pediatric Otolaryngology, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Jeff C. Rastatter
- Department of Otolaryngology–Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
- Division of Pediatric Otolaryngology, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois
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15
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Campbell JI, Tabatneck M, Sun M, He W, Musinguzi N, Hedt-Gauthier B, Lamb GS, Domond K, Goldmann D, Sabharwal V, Sandora TJ, Haberer JE. Multicenter Analysis of Attrition from the Pediatric Tuberculosis Infection Care Cascade in Boston. J Pediatr 2023; 253:181-188.e5. [PMID: 36181869 DOI: 10.1016/j.jpeds.2022.09.038] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 08/12/2022] [Accepted: 09/23/2022] [Indexed: 01/29/2023]
Abstract
OBJECTIVE To characterize losses from the pediatric tuberculosis (TB) infection care cascade to identify ways to improve TB infection care delivery. STUDY DESIGN We conducted a retrospective cohort study of children (age <18 years) screened for TB within 2 Boston-area health systems between January 2017 and May 2019. Patients who received a tuberculin skin test (TST) and/or an interferon gamma release assay (IGRA) were included. RESULTS We included 13 353 tests among 11 622 patients; 93.9% of the tests were completed. Of 199 patients with positive tests for whom TB infection evaluation was clinically appropriate, 59.3% completed treatment or were recommended to not start treatment. Age 12-17 years (vs < 5 years; aOR 1.59; 95% CI, 1.32-1.92), non-English/non-Spanish language preference (vs English; aOR, 1.34; 95% CI, 1.02-1.76), and receipt of an IGRA (vs TST, aOR, 30.82; 95% CI, 21.92-43.34) were associated with increased odds of testing completion. Odds of testing completion decreased as census tract social vulnerability index quartile increased (ie, social vulnerability worsened; most vulnerable quartile vs least vulnerable quartile, aOR, 0.77; 95% CI, 0.60-0.99). Odds of completing treatment after starting treatment were higher in females (vs males; aOR, 2.35; 95% CI, 1.14-4.85) and were lower in patients starting treatment in a primary care clinic (vs TB/infectious diseases clinic; aOR, 0.44; 95% CI, 0.27-0.71). CONCLUSIONS Among children with a high proportion of negative TB infection tests, completion of testing was high, but completion of evaluation and treatment was moderate. Transitions toward IGRA testing will improve testing completion; interventions addressing social determinants of health are important to improve treatment completion.
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Affiliation(s)
- Jeffrey I Campbell
- Division of Infectious Diseases, Boston Children's Hospital, Boston, MA.
| | - Mary Tabatneck
- Department of Pediatrics, Boston Children's Hospital, Boston, MA
| | - Mingwei Sun
- Center for Research Information Technology, Boston Children's Hospital, Boston, MA
| | - Wei He
- Center for Research Information Science and Computing, Massachusetts General Hospital, Boston, MA
| | - Nicholas Musinguzi
- Global Health Collaborative, Mbarara University of Science and Technology, Mbarara, Uganda
| | | | - Gabriella S Lamb
- Division of Infectious Diseases, Boston Children's Hospital, Boston, MA
| | - Kezia Domond
- Center for Global Health, Massachusetts General Hospital, Boston, MA
| | - Don Goldmann
- Division of Infectious Diseases, Boston Children's Hospital, Boston, MA
| | - Vishakha Sabharwal
- Division of Pediatric Infectious Diseases, Boston Medical Center, Boston, MA
| | - Thomas J Sandora
- Division of Infectious Diseases, Boston Children's Hospital, Boston, MA
| | - Jessica E Haberer
- Center for Global Health, Massachusetts General Hospital, Boston, MA
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Grant SJ, Jansen M, Kuo TM, Rubinstein SM, Wildes TM, Tuchman SA, Muss HB, Lichtman EI, Charlot M. Cross-Sectional Analysis of Clinical Trial Availability and North Carolina Neighborhood Social Vulnerability. JCO Oncol Pract 2023; 19:e248-e262. [PMID: 36473128 PMCID: PMC9970296 DOI: 10.1200/op.22.00325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 09/01/2022] [Accepted: 09/21/2022] [Indexed: 12/12/2022] Open
Abstract
PURPOSE Residents of communities facing social vulnerability (eg, poverty) have limited access to clinical trials, leaving them susceptible to experiencing poor health outcomes. We examined the association between North Carolina county-level social vulnerability and available multiple myeloma (MM) trials. METHODS Using a novel data linkage between ClinicalTrials.gov, the 2019 American Community Survey, and the Centers for Disease Control and Prevention's Social Vulnerability Index, we investigated at the county level (1) availability of MM trial sites and (2) the relationship between Social Vulnerability Index and MM trial site availability using logistic regression. RESULTS Between 2002 and 2021, 229 trials were registered across 462 nonunique trial sites in 34 counties. Nearly 50% of trial sites were in academic medical centers, 80% (n = 372) of all trials were industry-sponsored, 60% (n = 274) were early-phase, and 50% (n = 232) were for patients with relapsed or refractory MM. Counties with low as opposed to high poverty rates had six times greater odds of having ≥ 1 MM trial sites (odds ratio [OR], 5.60; 95% CI, 1.85 to 19.64; P = .004). Counties with the lowest percentage of Black Indigenous Persons of Color and non-native English speakers had 77% lower odds (OR, 0.23; 95% CI, 0.07 to 0.69; P = .011) of having ≥ 1 trial sites. The effect remained significant after accounting for the presence of five academic medical centers (n = 95; OR, 0.18; 95% CI, 0.05 to 0.6; P = .008) and adjustment for metropolitan, suburban, or rural status (OR, 0.25; 95% CI, 0.07 to 0.81; P = .025). CONCLUSION Counties with the lowest poverty rates had more MM trial sites, whereas those with the lowest percentage of Black Indigenous Persons of Color populations had fewer MM trial sites. Multilevel efforts are needed to improve the availability and access to trials for socially vulnerable populations.
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Affiliation(s)
- Shakira J. Grant
- Division of Hematology, Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Matthew Jansen
- University Libraries, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Tzy-Mey Kuo
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Samuel M. Rubinstein
- Division of Hematology, Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Tanya M. Wildes
- Division of Hematology and Oncology, Department of Medicine, University of Nebraska Medical Center, Omaha, NE
| | - Sascha A. Tuchman
- Division of Hematology, Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Hyman B. Muss
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
- Division of Medical Oncology, Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Eben I. Lichtman
- Division of Hematology, Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Marjory Charlot
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
- Division of Medical Oncology, Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
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Affiliation(s)
- Adrian Diaz
- Department of Surgery, James Comprehensive Cancer Center, The Ohio State University Wexner Medical Center, Columbus, OH
| | - Timothy M Pawlik
- Department of Surgery, James Comprehensive Cancer Center, The Ohio State University Wexner Medical Center, Columbus, OH.
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Zhang Y, Kunnath N, Dimick JB, Scott JW, Ibrahim AM. Social Vulnerability and Emergency General Surgery among Medicare Beneficiaries. J Am Coll Surg 2023; 236:208-217. [PMID: 36519918 PMCID: PMC9764237 DOI: 10.1097/xcs.0000000000000429] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
BACKGROUND Although the Social Vulnerability Index (SVI) was created to identify vulnerable populations after unexpected natural disasters, its ability to identify similar groups of patients undergoing unexpected emergency surgical procedures is unknown. We sought to examine the association between SVI and outcomes after emergency general surgery. STUDY DESIGN This study is a cross-sectional review of 887,193 Medicare beneficiaries who underwent 1 of 4 common emergency general surgery procedures (appendectomy, cholecystectomy, colectomy, and ventral hernia repair) performed in the urgent or emergent setting between 2014 and 2018. These data were merged with the SVI at the census-track level of residence. Risk-adjusted outcomes (30-day mortality, serious complications, readmission) were evaluated using a logistic regression model accounting for age, sex, comorbidity, year, procedure type, and hospital characteristics between high and low social vulnerability quintiles and within the 4 SVI subthemes (socioeconomic status; household composition and disability; minority status and language; and housing type and transportation). RESULTS Compared with beneficiaries with low social vulnerability, Medicare beneficiaries living in areas of high social vulnerability experienced higher rates of 30-day mortality (8.56% vs 8.08%; adjusted odds ratio 1.07; p < 0.001), serious complications (20.71% vs 18.40%; adjusted odds ratio 1.17; p < 0.001), and readmissions (16.09% vs 15.03%; adjusted odds ratio 1.08; p < 0.001). This pattern of differential outcomes was present in subgroup analysis of all 4 SVI subthemes but was greatest in the socioeconomic status and household composition and disability subthemes. CONCLUSIONS National efforts to support patients with high social vulnerability from natural disasters may be well aligned with efforts to identify communities that are particularly vulnerable to worse postoperative outcomes after emergency general surgery. Policies targeting structural barriers related to household composition and socioeconomic status may help alleviate these disparities.
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Affiliation(s)
- Yuqi Zhang
- National Clinician Scholars Program at the Clinical Research Training Program, Duke University, Durham, North Carolina 27705, USA
- Department of Surgery, Yale University, New Haven, Connecticut 06511, USA
| | - Nicholas Kunnath
- Department of Surgery, University of Michigan, Ann Arbor, Michigan 48109, USA
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Justin B Dimick
- Department of Surgery, University of Michigan, Ann Arbor, Michigan 48109, USA
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - John W Scott
- Department of Surgery, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Andrew M Ibrahim
- Department of Surgery, University of Michigan, Ann Arbor, Michigan 48109, USA
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan 48109, USA
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Aquina CT, Brown ZJ, Beane JD, Ejaz A, Cloyd JM, Tsung A, Adam MO, Pawlik TM, Kim AC. Disparities in Care Access to Liver-Directed Therapy Among Medicare Beneficiaries with Colorectal Cancer Liver Metastasis. Ann Surg Oncol 2023; 30:335-344. [PMID: 36149611 PMCID: PMC9510323 DOI: 10.1245/s10434-022-12513-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 08/24/2022] [Indexed: 12/13/2022]
Abstract
BACKGROUND Liver-directed therapies (LDT) are important components of the multidisciplinary care of patients with colorectal cancer liver metastases (CRCLM) that contribute to improved long-term outcomes. Factors associated with receipt of LDT are poorly understood. PATIENTS AND METHODS Patients > 65 years old diagnosed with CRCLM were identified within the Medicare Standard Analytic File (2013-2017). Patients with extrahepatic metastatic disease were excluded. Mixed-effects analyses were used to assess patient factors associated with the primary outcome of LDT, defined as hepatectomy, ablation, and/or hepatic artery infusion chemotherapy (HAIC), as well as the secondary outcome of hepatectomy. RESULTS Among 23,484 patients with isolated CRCLM, only 2004 (8.5%) received LDT, although resectability status could not be determined for the entire cohort. Among patients who received LDT, 61.7% underwent hepatectomy alone, 28.1% received ablation alone, 8.5% underwent hepatectomy and ablation, and 1.8% received HAIC either alone (0.8%) or in combination with hepatectomy and/or ablation (0.9%). Patient factors independently associated with lower odds of LDT included older age, female sex, Black race, greater comorbidity burden, higher social vulnerability index, primary rectal cancer, synchronous liver metastasis, and further distance from a high-volume liver surgery center (p < 0.05). Results were similar for receipt of hepatectomy. CONCLUSIONS Despite the well-accepted role of LDT for CRCLM, only a small proportion of Medicare beneficiaries with CRCLM receive LDT. Increasing access to specialized centers with expertise in LDT, particularly for Black patients, female patients, and those with higher levels of social vulnerability or long travel distances, may improve outcomes for patients with CRCLM.
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Affiliation(s)
- Christopher T Aquina
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA.
- Surgical Health Outcomes Consortium (SHOC), Digestive Health and Surgery Institute, AdventHealth Orlando, Orlando, FL, USA.
| | - Zachary J Brown
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Joal D Beane
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Aslam Ejaz
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Jordan M Cloyd
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Allan Tsung
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Mohamed O Adam
- Division of Surgical Oncology, Department of Surgery, University of California San Francisco Medical Center, San Francisco, CA, USA
| | - Timothy M Pawlik
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Alex C Kim
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
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Yap A, Laverde R, Thompson A, Ozgediz D, Ehie O, Mpody C, Vu L. Social vulnerability index (SVI) and poor postoperative outcomes in children undergoing surgery in California. Am J Surg 2023; 225:122-128. [PMID: 36184328 DOI: 10.1016/j.amjsurg.2022.09.030] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 08/27/2022] [Accepted: 09/18/2022] [Indexed: 12/30/2022]
Abstract
INTRODUCTION Area-based social determinants of health (SDoH) associated with disparities in children's surgical outcomes are not well understood, though some may be risk factors modifiable by public health interventions. METHODS This retrospective cohort study investigated the effect of high social vulnerability index (SVI), defined as ≥90th percentile, on postoperative outcomes in children classified as ASA 1-2 who underwent surgery at a large institution participating in the National Surgical Quality Improvement Program (2015-2021). Primary outcome was serious postoperative complications, defined as postoperative death, unplanned re-operation, or readmission at 30 days after surgery. RESULTS Among 3278 pediatric surgical procedures, 12.1% had SVI in the ≥90th percentile. Controlling for age, sex, racialization, insurance status, and language preference, serious postoperative complications were associated with high overall SVI (odds ratio [OR] 1.58, 95% confidence interval [CI] 1.02-2.44) and high socioeconomic vulnerability (SVI theme 1, OR 1.75, 95% CI 1.03-2.98). CONCLUSION Neighborhood-level socioeconomic vulnerability is associated with worse surgical outcomes in apparently healthy children, which could serve as a target for community-based intervention.
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Affiliation(s)
- Ava Yap
- University of California San Francisco, Department of Surgery, USA.
| | - Ruth Laverde
- University of California San Francisco, School of Medicine, USA
| | - Avery Thompson
- University of California San Francisco, School of Medicine, USA
| | - Doruk Ozgediz
- University of California San Francisco, Department of Surgery, USA
| | | | - Christian Mpody
- Nationwide Children's Hospital, Department of Anesthesiology and Pain Medicine, USA
| | - Lan Vu
- University of California San Francisco, Department of Surgery, USA
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Abstract
There is extensive research demonstrating significant variation in the utilization of surgery and outcomes from surgery, including differences in mortality, complications, readmission, and failure to rescue. Literature suggests that these variations exist across as well as within small area geographies in the United States. There is also significant evidence of variation in access and outcomes from surgery that is attributable to race. Emerging research is demonstrating that there may be some variation attributable to a patient's social determinants of health and their lived averment. Those affected must work together to determine rate of utilization and how much variation is acceptable.
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Affiliation(s)
- Adrian Diaz
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, 395 West 12th Avenue, Suite 670, Columbus, OH 43210, USA; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, 395 West 12th Avenue, Suite 670, Columbus, OH 43210, USA.
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Labiner HE, Hyer M, Cloyd JM, Tsilimigras DI, Dalmacy D, Paro A, Pawlik TM. Social Vulnerability Subtheme Analysis Improves Perioperative Risk Stratification in Hepatopancreatic Surgery. J Gastrointest Surg 2022; 26:1171-1177. [PMID: 35023035 PMCID: PMC8754363 DOI: 10.1007/s11605-022-05245-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 01/01/2022] [Indexed: 01/31/2023]
Abstract
BACKGROUND There has been increased interest in understanding how social determinants of health (SDH) may affect care both in the medical and surgical setting. We sought to define the impact of various aspects of social vulnerability on the ability of patients to achieve a "textbook outcome" (TO) following hepatopancreatic surgery. METHODS Medicare beneficiaries who underwent hepatopancreatic resection between 2013 and 2017 were identified using the Medicare database. Social vulnerability was defined using the Centers for Disease Control Social Vulnerability Index (SVI), which is comprised of four subthemes: socioeconomic (SE), household composition and disability (HCD), minority status and language (MSL), and housing type and transportation (HTT). TO was defined as the composite endpoint: absence of 90-day mortality or readmission, absence of an extended length of stay (LOS), and no complications during the index admission. Cluster analysis was used to identify vulnerability cohorts, and multivariable logistic regression was utilized to assess the impact of these SVI subthemes on the likelihood to achieve a textbook outcome. RESULTS Among 37,707 Medicare beneficiaries, 64.9% (n = 24,462) of patients underwent pancreatic resection while 35.1% (n = 13,245) underwent hepatic resection. Median patient age was 72 years (IQR: 68-77), just over one-half were male (51.9%; n = 19,558), and the median CCI was 3 (IQR: 2-8). Cluster analysis revealed five distinct SVI profiles with wide variability in the distribution of SVI subthemes, ranging from 15 (profile 1 IQR: 7-26) to 83 (profile 5 IQR: 66-93). The five profiles were grouped into 3 categories based on median composite SVI: "low vulnerability" (profile 1), "average vulnerability" (profiles 2 and 3), or "high vulnerability" (profiles 4 and 5). The rate of TO ranged from 44.6% in profile 5 (n = 4022) to 49.2% in profile 1 (n = 4836). Multivariable analyses comparing patients categorized into the two average SVI profiles revealed that despite having similar composite SVI scores, the risk of adverse postoperative outcomes was not similar. Specifically, patients from profile 5 had lower odds of achieving a TO (OR 0.89, 95%CI: 0.83-0.95) and higher odds of 90-day mortality (OR 1.29, 95%CI: 1.15-1.44) versus patients in profile 4. CONCLUSION Distinct profiles of SVI subtheme characteristics were independently associated with postoperative outcomes among Medicare beneficiaries undergoing HP surgery, even among patients with similar overall composite SVI scores.
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Affiliation(s)
- Hanna E. Labiner
- The Ohio State University Wexner Medical Center, The James Comprehensive Cancer Center, Columbus, OH USA
| | - Madison Hyer
- The Ohio State University Wexner Medical Center, The James Comprehensive Cancer Center, Columbus, OH USA
| | - Jordan M. Cloyd
- The Ohio State University Wexner Medical Center, The James Comprehensive Cancer Center, Columbus, OH USA
| | - Diamantis I. Tsilimigras
- The Ohio State University Wexner Medical Center, The James Comprehensive Cancer Center, Columbus, OH USA
| | - Djhenne Dalmacy
- The Ohio State University Wexner Medical Center, The James Comprehensive Cancer Center, Columbus, OH USA
| | - Alessandro Paro
- The Ohio State University Wexner Medical Center, The James Comprehensive Cancer Center, Columbus, OH USA
| | - Timothy M. Pawlik
- The Ohio State University Wexner Medical Center, The James Comprehensive Cancer Center, Columbus, OH USA
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