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Garrett L, Muhammad A, Kulshreshtha A. Effect of neighborhood socioeconomic disadvantage on 30-day readmissions: A systematic review. J Hosp Med 2025; 20:489-504. [PMID: 39727148 DOI: 10.1002/jhm.13581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Revised: 11/10/2024] [Accepted: 12/09/2024] [Indexed: 12/28/2024]
Abstract
BACKGROUND The area deprivation index (ADI) is a measure of neighborhood disadvantage. It uses census-level information to quantify a person's neighborhood deprivation level based on their address. Recent studies have used ADI to examine the relationship between a patient's address and various health outcomes, including 30-day readmissions. OBJECTIVE This systematic review was conducted to determine the effect of ADI on 30-day readmissions for both medical and surgical conditions. METHODS We performed a comprehensive literature search in scientific databases, including PubMed, Embase, Web of Science, and SCOPUS from 2013 to 2024. Our search included terms related to ADI and 30-day readmissions in adult populations in the United States. Studies were included if they utilized ADI as their primary exposure and examined the risk of readmissions within 30 days as an outcome. Two reviewers independently extracted the data and assessed quality and biases in the studies. RESULTS Of the 66 papers found through database search, 23 (35%) were included. These studies focused on conditions such as cardiac, diabetic, neurological, and pulmonary diseases, as well as postsurgical and septic patients, with three studies examining all patients in general. When examining the highest level of ADI, 15 (65%) studies (6 of which focused on postsurgical patients) found that high ADI (most disadvantaged) is significantly associated with 30-day readmissions. CONCLUSION Living in a high ADI area moderately impacts 30-day readmissions, particularly for patients who have undergone surgery or have undifferentiated problems.
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Affiliation(s)
- Lindsey Garrett
- Department of Family and Preventive Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Adil Muhammad
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, Georgia, USA
| | - Ambar Kulshreshtha
- Department of Family and Preventive Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, Georgia, USA
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Ambler O, Hajibandeh S, Hajibandeh S. Socioeconomic Deprivation and Risk of Operative Mortality After Emergency Laparotomy: A Systematic Review and Meta-Analysis. Am Surg 2025; 91:644-652. [PMID: 39786177 DOI: 10.1177/00031348251314151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
Abstract
AimsThe aim was to determine the effect of socioeconomic deprivation on operative mortality after emergency laparotomy.MethodsA PRISMA-compliant systematic review and meta-analysis (random-effects modeling) was performed searching for studies comparing operative mortality between the least and the most socioeconomically deprived patients undergoing emergency laparotomy. Both unadjusted and adjusted odds ratio (OR) were calculated as summary measure. Risk of bias was assessed using the Quality In Prognosis Studies tool, and certainty of evidence was assessed using the GRADE system.ResultsFour studies comprising 87,690 patients were included. There was no difference in the risk of operative mortality between the most and least deprived groups (unadjusted OR: 1.57, 95% CI .92, 2.68, P = .100) and when adjusted for other predictors (adjusted OR: 1.11, 95% CI .93, 1.32, P = .230). Subgroup analysis showed consistency of the findings in the United Kingdom (unadjusted OR: 1.36, 95% CI .92, 2.01, P = .130; adjusted OR: 1.15, 95% CI .92, 1.43, P = .230) and in the United States (unadjusted OR: 1.75, 95% CI .75, 4.06, P = .190; adjusted OR: 1.01, 95% CI .79, 1.29, P = .940). Sensitivity analyses showed inconsistency in favor of higher mortality risk in the most deprived patients. The GRADE certainty was moderate.ConclusionsSocioeconomic deprivation may have minor effect on operative mortality after emergency laparotomy; however, such effect fades away once adjusted for other predictors of mortality. Although independent research is required, it may be reasonable to predict that incorporation of socioeconomic deprivation into preoperative risk assessment tools may not improve their predictive performance.
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Affiliation(s)
- Olivia Ambler
- Department of General Surgery, Morriston Hospital, Swansea, UK
| | - Shahin Hajibandeh
- Department of General Surgery, Royal Stoke University Hospital, Stoke-on-Trent, UK
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Khalid A, Pasha SA, Demyan L, Standring O, King DA, Newman E, DePeralta D, Gholami S, Weiss MJ, Melis M. Evaluating the Association of Area Deprivation Index (ADI) on Postoperative Outcomes in Pancreatic Adenocarcinoma. J Surg Oncol 2024. [PMID: 39523512 DOI: 10.1002/jso.27996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2024] [Revised: 09/24/2024] [Accepted: 10/29/2024] [Indexed: 11/16/2024]
Abstract
INTRODUCTION Pancreatic adenocarcinoma (PDAC) is a challenging disease, with outcomes influenced by several factors including socioeconomic status. The area deprivation index (ADI) has been used to understand how neighborhood disadvantages affect healthcare outcomes. Prior research has indicated that a higher ADI, reflective of a greater neighborhood disadvantage, is associated with an increased risk of major complications and unplanned readmission following PDAC resection. This study aimed to extend this investigation to the Northwell Health System in New York and explore the association between neighborhood ADI and surgical outcomes in patients with PDAC. METHODS A retrospective analysis of the Northwell Health multicenter pancreatic cancer database from 2014 to 2023 included patients who underwent PDAC resection. The ADI scores were divided into low (1-3), moderate (4-6), and high (7-10), as previously described. Multinomial regression models and Kaplan-Meier log-rank tests were used to compare differences in surgical outcomes between the patients in each ADI group. RESULTS Out of 314 PDAC patients who underwent resection and had available ADI data, 116 (36.9%) were in the low, 163 (51.9%) in the moderate, and 35 (11.2%) in the high ADI category. The median ADI score was 4 (IQR: 3-5). Adjusted multinomial regression analysis revealed the following disparities: compared to the low ADI group, patients in the moderate ADI group demonstrated a significantly higher risk of diabetes (RR: 1.76, 95% CI 1.06-2.90, p = 0.028); high ADI was associated with a poorer response to neoadjuvant therapy (RR 3.13, 95% CI 1.11-8.82, p = 0.031), higher incidence of microscopic positive margins (RR 1.87, 95% CI 1.11-5.17, p = 0.028), increased severe complications (Clavien-Dindo class III-IV) (RR 1.36, 95% CI 1.04-1.80, p = 0.027), and a higher failure-to-rescue (FTR) rate (RR 1.44, 95% CI 1.12-1.85, p = 0.048). Although readmission and mortality rates at 30 and 90 days did not show significant differences (p > 0.05), the Kaplan-Meier log-rank test indicated a marked disparity in survival probabilities among ADI ranks (p = 0.0025). CONCLUSION This study underscores a pronounced survival disparity across ADI categories among PDAC patients, suggesting an association between socioeconomic status and postoperative survival. Consideration of patient ADI may guide tailored healthcare strategies, such as the distribution of navigation and resources, to bridge the gap in survival outcomes and ensure equitable care for all socioeconomic strata.
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Affiliation(s)
- Abdullah Khalid
- Northwell Health, North Shore/Long Island Jewish, Manhasset, New York, USA
| | - Shamsher A Pasha
- Northwell Health, North Shore/Long Island Jewish, Manhasset, New York, USA
| | - Lyudmyla Demyan
- Northwell Health, North Shore/Long Island Jewish, Manhasset, New York, USA
| | - Oliver Standring
- Northwell Health, North Shore/Long Island Jewish, Manhasset, New York, USA
| | - Daniel A King
- Northwell Health, North Shore/Long Island Jewish, Manhasset, New York, USA
| | - Elliot Newman
- Northwell Health, Lenox Hill Hospital, New York, New York, USA
| | - Danielle DePeralta
- Northwell Health, North Shore/Long Island Jewish, Manhasset, New York, USA
| | - Sepideh Gholami
- Northwell Health, North Shore/Long Island Jewish, Manhasset, New York, USA
| | - Matthew J Weiss
- Northwell Health, North Shore/Long Island Jewish, Manhasset, New York, USA
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Price MD, McDermott KM, Gorijavolu R, Chidiac C, Li Y, Hoops K, Slidell MB, Nasr IW. Pediatric Firearm Reinjury: A Retrospective Statewide Risk Factor Analysis. J Surg Res 2024; 303:568-578. [PMID: 39427472 DOI: 10.1016/j.jss.2024.09.066] [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: 03/04/2024] [Revised: 09/04/2024] [Accepted: 09/19/2024] [Indexed: 10/22/2024]
Abstract
INTRODUCTION Pediatric firearm injuries are a significant public health concern in the United States. This study examines risk factors for firearm reinjury in Maryland's pediatric population. METHODS Pediatric patients (age 0-19 y) who presented to any hospital in Maryland with a firearm injury between October 1, 2015, and December 31, 2019, were identified in the Maryland Health Services Cost Review Commission database and were followed for repeat firearm injuries through March 31, 2020. Logistic regression was used to analyze risk factors for reinjury. Geospatial analysis was used to identify communities with the highest prevalence of reinjury. RESULTS Of 1351 index presentations for firearm injuries, 102 (7.3%) were fatal. Among children with nonfatal injuries, 40 (3.1%) re-presented with a second firearm injury, 25% of which were fatal. The median interval to reinjury was 149 d [interquartile range: 73-617]. Reinjury was more common in children aged ≥15 y (90% versus 76%), males (100% versus 87%), of Black race (90% versus 69%) or publicly insured (90% versus 68%) (all P < 0.05). Most lived in highly deprived neighborhoods of Baltimore City. No single factor was significant in multivariable models. CONCLUSIONS Pediatric firearm reinjury is rare but highly morbid in Maryland. While prior studies have shown Black race to be independently associated with firearm reinjury, we found the effect of race was entirely attenuated after controlling for neighborhood deprivation. These findings underscore the urgent need for targeted interventions in areas identified as high risk in addition to policies to reduce youth firearm access.
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Affiliation(s)
- Matthew D Price
- The Johns Hopkins Department of Surgery, Baltimore, Maryland.
| | - Katherine M McDermott
- The Johns Hopkins Department of Surgery, Baltimore, Maryland; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | | | - Charbel Chidiac
- The Johns Hopkins Department of Surgery, Baltimore, Maryland
| | - Yao Li
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland; Department of Earth, Environmental, and Geographical Sciences, University of North Carolina at Charlotte, Charlotte, North Carolina; Center for Applied Geographic Information Science, University of North Carolina at Charlotte, Charlotte, North Carolina
| | - Katherine Hoops
- The Johns Hopkins Bloomberg School of Public Health, Center for Gun Violence Solutions, Baltimore, Maryland; The Johns Hopkins Department of Anesthesiology and Critical Care Medicine, Baltimore, Maryland
| | - Mark B Slidell
- The Johns Hopkins Department of Surgery, Baltimore, Maryland; The Johns Hopkins Department of Pediatric Surgery, Baltimore, Maryland
| | - Isam W Nasr
- The Johns Hopkins Department of Surgery, Baltimore, Maryland; The Johns Hopkins Department of Pediatric Surgery, Baltimore, Maryland
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Hajibandeh S, Efstathiou A, Hajibandeh S, Al-Sarireh A, Al-Sarireh H, Duffaydar H, Stechman M, Egan RJ, Lewis WG. Prognostic significance of socioeconomic deprivation in patients undergoing emergency laparotomy: A retrospective cohort study. World J Surg 2024; 48:2433-2442. [PMID: 39243194 DOI: 10.1002/wjs.12332] [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: 06/26/2024] [Accepted: 08/21/2024] [Indexed: 09/09/2024]
Abstract
OBJECTIVES Deprivation is a complex, multifaceted concept and not synonymous with poverty. The aim of this study was to assess the prognostic influence of the multiple deprivation index on emergency laparotomy (EL) outcome. METHODS STROCSS statement standards were followed to conduct a retrospective cohort study. Consecutive 1723 adult patients [median age (range): 66 (18-98), 762 M, and 961 F] undergoing EL over eight years (2014-22) at two hospitals [a tertiary teaching center and district general hospital (DGH)] were studied. Deprivation scores and ranks were derived from patients' postcodes using the Welsh Index of Multiple Deprivation and ranks categorized into quartiles. Primary outcome measure was a 30-day operative mortality (OM). RESULTS OM risk was higher in the most deprived quartile (Q1) compared with the least deprived quartile (Q4) (13.2% vs. 7.9% and p = 0.008). Deprivation was an independent predictor of OM on both univariate (unadjusted OR: 1.75, 95% CI 1.17-2.61, and p = 0.006) and multivariable logistic regression analyses (OR: 1.03, 95% CI 1.01-1.06, and p = 0.023; adjusted for age ≥80 years, American Society of Anesthesiologists grade, need for bowel resection, and peritoneal contamination). Deprivation had poor discriminatory value in predicting OM (AUC: 0.56 and 95% CI 0.54-0.59). Subgroup analysis showed that although the risk of OM was lower in the tertiary center compared with the DGH (7.9% vs. 14.5% and p < 0.001), the predictive significance of deprivation was similar in both hospitals (AUC: 0.54 vs. 0.56 and p = 0.674). CONCLUSION Deprivation is an independent but modest predictor of OM after EL. The potential prognostic value of incorporating deprivation into preoperative risk assessment algorithms deserves further evaluation.
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Affiliation(s)
- Shahab Hajibandeh
- Department of General Surgery, Morriston Hospital, Swansea, UK
- Department of General Surgery, University Hospital of Wales, Cardiff, UK
| | | | - Shahin Hajibandeh
- Department of General Surgery, Royal Stoke University Hospital, Stoke-on-Trent, UK
| | | | | | - Hamza Duffaydar
- Department of General Surgery, Morriston Hospital, Swansea, UK
| | - Michael Stechman
- Department of General Surgery, University Hospital of Wales, Cardiff, UK
| | - Richard John Egan
- Department of General Surgery, Morriston Hospital, Swansea, UK
- School of Medicine, Swansea University, Swansea, UK
| | - Wyn G Lewis
- Department of General Surgery, Morriston Hospital, Swansea, UK
- Department of General Surgery, University Hospital of Wales, Cardiff, UK
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Umman V, Girgin T, Baki BE, Bozbiyik O, Akbulut S, Yoldas T. Impact of pandemic and socioeconomic influences on decision-making for emergency ostomy procedures: Key factors affecting hospital visit decisions. Medicine (Baltimore) 2024; 103:e38706. [PMID: 38941379 PMCID: PMC11466162 DOI: 10.1097/md.0000000000038706] [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: 02/10/2024] [Accepted: 06/05/2024] [Indexed: 06/30/2024] Open
Abstract
Emergency surgeries are linked with increased morbidity and reduced life expectancy, often associated with low socioeconomic status, limited access to healthcare, and delayed hospital admissions. While the influence of socioeconomic status on elective surgery outcomes is well-established, its impact on emergency surgeries, including ostomy creation and closure, is less clear. This study aimed to explore how the pandemic and socioeconomic status affect emergency ostomy procedures, seeking to determine which has a greater effect. It emphasizes the importance of considering socioeconomic factors in patient care pathways for ostomy procedures. A total of 542 patients who underwent emergency ostomy formation between 2016 and 2022 were retrospectively analyzed and divided into pre-pandemic and pandemic periods. The pre-pandemic and pandemic periods were compared between themselves and against each other. Demographic data (age and sex), comorbidities, socioeconomic status, etiology of the primary disease, type of surgery, stoma type, length of hospital stay, ostomy closure time, and postoperative complications were retrospectively analyzed for all patients. In total, 290 (53%) patients underwent surgery during the pandemic period, whereas 252 (47%) underwent surgery during the pre-pandemic period. Emergency surgery was performed for malignancy in 366 (67%) patients. The number of days patients underwent ostomy closure was significantly higher in the low-income group (P = .038, 95% CI: 293,2, 386-945). The risk of failure of stoma closure was 3-fold (95% CI: 1.8-5.2) in patients with metastasis. The risk of mortality was 12.4-fold (95% CI: 6.5-23.7) when there was failure of stoma closure. When compared to pandemic period, the mortality risk was 6.3-fold (95% CI: 3.9-10.2) in pre-pandemic period. Pandemic patients had a shorter hospital stay than before the pandemic (P = .044). A high socioeconomic status was significantly associated with early hospital admission for ostomy closure, and lower probability of mortality. More metastases and perforations were observed during the pandemic period and mortality was increased during pandemic and in patients without ostomy closure. The socioeconomic status lost its effect in cases of emergency ostomy creation and had no impact on length of hospital stay in either the pre-pandemic or pandemic period.
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Affiliation(s)
- Veysel Umman
- Ege University, School of Medicine, Department of General Surgery, İzmir, Turkey
| | - Tolga Girgin
- Ege University, School of Medicine, Department of General Surgery, İzmir, Turkey
| | - Bahadir Emre Baki
- Ege University, School of Medicine, Department of General Surgery, İzmir, Turkey
| | - Osman Bozbiyik
- Ege University, School of Medicine, Department of General Surgery, İzmir, Turkey
| | - Sami Akbulut
- Inonu University, School of Medicine, Department of General Surgery, Malatya, Turkey
| | - Tayfun Yoldas
- Ege University, School of Medicine, Department of General Surgery, İzmir, Turkey
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Ho VP, Towe CW, Bensken WP, Pfoh E, Dalton J, Connors AF, Claridge JA, Perzynski AT. Mortality burden from variation in provision of surgical care in emergency general surgery: a cohort study using the National Inpatient Sample. Trauma Surg Acute Care Open 2024; 9:e001288. [PMID: 38933602 PMCID: PMC11202721 DOI: 10.1136/tsaco-2023-001288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 05/15/2024] [Indexed: 06/28/2024] Open
Abstract
Background The decision to undertake a surgical intervention for an emergency general surgery (EGS) condition (appendicitis, diverticulitis, cholecystitis, hernia, peptic ulcer, bowel obstruction, ischemic bowel) involves a complex consideration of factors, particularly in older adults. We hypothesized that identifying variability in the application of operative management could highlight a potential pathway to improve patient survival and outcomes. Methods We included adults aged 65+ years with an EGS condition from the 2016-2017 National Inpatient Sample. Operative management was determined from procedure codes. Each patient was assigned a propensity score (PS) for the likelihood of undergoing an operation, modeled from patient and hospital factors: EGS diagnosis, age, gender, race, presence of shock, comorbidities, and hospital EGS volumes. Low and high probability for surgery was defined using a PS cut-off of 0.5. We identified two model-concordant groups (no surgery-low probability, surgery-high probability) and two model-discordant groups (no surgery-high probability, surgery-low probability). Logistic regression estimated the adjusted OR (AOR) of in-hospital mortality for each group. Results Of 375 546 admissions, 21.2% underwent surgery. Model-discordant care occurred in 14.6%; 5.9% had no surgery despite a high PS and 8.7% received surgery with low PS. In the adjusted regression, model-discordant care was associated with significantly increased mortality: no surgery-high probability AOR 2.06 (1.86 to 2.27), surgery-low probability AOR 1.57 (1.49 to 1.65). Model-concordant care showed a protective effect against mortality (AOR 0.83, 0.74 to 0.92). Conclusions Nearly one in seven EGS patients received model-discordant care, which was associated with higher mortality. Our study suggests that streamlined treatment protocols can be applied in EGS patients as a means to save lives. Level of evidence III.
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Affiliation(s)
- Vanessa P Ho
- Surgery, The MetroHealth System, Cleveland, Ohio, USA
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
- Population Health and Equity Research Institute, The MetroHealth System, Cleveland, Ohio, USA
| | - Christopher W Towe
- Surgery, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Wyatt P Bensken
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
| | - Elizabeth Pfoh
- Department of Internal Medicine and Geriatrics, Cleveland Clinic Foundation, Cleveland, Ohio, USA
| | - Jarrod Dalton
- Center for Populations Health Research, Cleveland Clinic Foundation, Cleveland, Ohio, USA
| | - Alfred F Connors
- The MetroHealth System, Cleveland, Ohio, USA
- Case Western Reserve University, Cleveland, Ohio, USA
| | | | - Adam T Perzynski
- Population Health and Equity Research Institute, The MetroHealth System, Cleveland, Ohio, USA
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Abla H, Collins RA, Dhanasekara CS, Shrestha K, Dissanaike S. Using the Social Vulnerability Index to Analyze Statewide Health Disparities in Cholecystectomy. J Surg Res 2024; 296:135-141. [PMID: 38277949 DOI: 10.1016/j.jss.2023.12.031] [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: 08/16/2023] [Revised: 11/27/2023] [Accepted: 12/25/2023] [Indexed: 01/28/2024]
Abstract
INTRODUCTION Addressing the effects of social determinants of health in surgery has become a national priority. We evaluated the utility of the Social Vulnerability Index (SVI) in determining the likelihood of receiving cholecystectomy for cholecystitis in Texas. METHODS A retrospective study of adults with cholecystitis in the Texas Hospital Inpatient Discharge Public Use Data File and Texas Outpatient Surgical and Radiological Procedure Data Public Use Data File from 2016 to 2019. Patients were stratified into SVI quartiles, with the lowest quartile as low vulnerability, the middle two as average vulnerability, and the highest as high vulnerability. The relative risk (RR) of undergoing surgery was calculated using average vulnerability as the reference category and subgroup sensitivity analyses. RESULTS A total of 67,548 cases were assessed, of which 48,603 (72.0%) had surgery. Compared with the average SVI groups, the low vulnerability groups were 21% more likely to undergo cholecystectomy (RR = 1.21, 95% confidence interval [CI] 1.18-1.24), whereas the high vulnerability groups were 9% less likely to undergo cholecystectomy (RR = 0.91, 95% CI 0.88-0.93). The adjusted model showed similar results (RR = 1.05, 95% CI 1.04-1.06 and RR = 0.97, 95% CI 0.96-0.99, for low and high vulnerability groups, respectively). These results remained significant after stratifying for age, sex, ethnicity, and insurance status. However, the differences between low, average, and high vulnerability groups diminished in rural settings, with lower surgery rates in all groups. CONCLUSIONS Patients with higher SVI were less likely to receive an elective cholecystectomy. SVI is an effective method of identifying social determinants impacting access to and receipt of surgical care.
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Affiliation(s)
- Habib Abla
- Department of Surgery, Texas Tech University Health Science Center, Lubbock, Texas
| | - Reagan A Collins
- Department of Surgery, Texas Tech University Health Science Center, Lubbock, Texas
| | | | - Kripa Shrestha
- Department of Surgery, Texas Tech University Health Science Center, Lubbock, Texas
| | - Sharmila Dissanaike
- Department of Surgery, Texas Tech University Health Science Center, Lubbock, Texas.
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Zogg CK, Falvey JR, Kodadek LM, Staudenmayer KL, Davis KA. The interaction between geriatric and neighborhood vulnerability: Delineating prehospital risk among older adult emergency general surgery patients. J Trauma Acute Care Surg 2024; 96:400-408. [PMID: 37962136 PMCID: PMC10922165 DOI: 10.1097/ta.0000000000004191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
BACKGROUND When presenting for emergency general surgery (EGS) care, older adults frequently experience increased risk of adverse outcomes owing to factors related to age ("geriatric vulnerability") and the social determinants of health unique to the places in which they live ("neighborhood vulnerability"). Little is known about how such factors collectively influence adverse outcomes. We sought to explore how the interaction between geriatric and neighborhood vulnerability influences EGS outcomes among older adults. METHODS Older adults, 65 years or older, hospitalized with an AAST-defined EGS condition were identified in the 2016 to 2019, 2021 Florida State Inpatient Database. Latent variable models combined the influence of patient age, multimorbidity, and Hospital Frailty Risk Score into a single metric of "geriatric vulnerability." Variations in geriatric vulnerability were then compared across differences in "neighborhood vulnerability" as measured by variations in Area Deprivation Index, Social Vulnerability Index, and their corresponding subthemes (e.g., access to transportation). RESULTS A total of 448,968 older adults were included. For patients living in the least vulnerable neighborhoods, increasing geriatric vulnerability resulted in up to six times greater risk of death (30-day risk-adjusted hazards ratio [HR], 6.32; 95% confidence interval [CI], 4.49-8.89). The effect was more than doubled among patients living in the most vulnerable neighborhoods, where increasing geriatric vulnerability resulted in up to 15 times greater risk of death (30-day risk-adjusted HR, 15.12; 95% CI, 12.57-18.19). When restricted to racial/ethnic minority patients, the multiplicative effect was four-times as high, resulting in corresponding 30-day HRs for mortality of 11.53 (95% CI, 4.51-29.44) versus 40.67 (95% CI, 22.73-72.78). Similar patterns were seen for death within 365 days. CONCLUSION Both geriatric and neighborhood vulnerability have been shown to affect prehospital risk among older patients. The results of this study build on that work, presenting the first in-depth look at the powerful multiplicative interaction between these two factors. The results show that where a patient resides can fundamentally alter expected outcomes for EGS care such that otherwise less vulnerable patients become functionally equivalent to those who are, at baseline, more aged, more frail, and more sick. LEVEL OF EVIDENCE Prognostic and Epidemiological; Level III.
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Affiliation(s)
- Cheryl K. Zogg
- Department of Surgery, Yale School of Medicine, New Haven, CT
| | - Jason R. Falvey
- Department of Physical Therapy and Rehabilitation Science, University of Maryland School of Medicine, Baltimore, MD
- Department of Epidemiology & Public Health, University of Maryland School of Medicine, Baltimore, MD
| | - Lisa M. Kodadek
- Department of Surgery, Yale School of Medicine, New Haven, CT
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Kellett W, Jalilvand A, Collins C, Ireland M, Baselice H, Abboud G, Wisler J. Area Deprivation Index Predicts Mortality for Critically Ill Surgical Patients With Sepsis. Surg Infect (Larchmt) 2023; 24:879-886. [PMID: 38079187 PMCID: PMC10714256 DOI: 10.1089/sur.2023.232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2023] Open
Abstract
Background: The impact of socioeconomic status on outcomes after sepsis has been challenging to define, and no polysocial metric has been shown to predict mortality in sepsis. The primary objective of this study was to evaluate the association between the Area Deprivation Index (ADI) and mortality in patients admitted to the surgical intensive care unit (SICU) with sepsis. Patients and Methods: All patients admitted to the SICU with sepsis (Sequential Organ Failure Assessment [SOFA] score ≥2) were retrospectively reviewed. The ADI scores were obtained and classified as "high ADI" (≥85th percentile, n = 400, representative of high socioeconomic deprivation) and "control ADI" (ADI <85th percentile, n = 976). Baseline demographic and clinical characteristics were compared between groups. The primary outcome was 90-day mortality. Results: High ADI patients were younger (mean age 58.5 vs. 60.8; p = 0.01) and more likely to be non-white (23.7% vs. 10.0%; p < 0.0005) and to present with chronic obstructive pulmonary disease (26.5% vs. 19.0%; p = 0.002). High ADI patients had increased in-hospital (27.3% vs. 21.6%; p = 0.025) and 90-day mortality (35.0% vs. 28.9%; p = 0.03). High ADI patients also had increased rates of renal failure (20.3% vs. 15.3%; p = 0.02). Both cohorts had similar intensive care unit (ICU) lengths of stay and median hospital stay, Charlson comorbidity index, and rate of discharge to home. High ADI is an independent risk factor for 90-day mortality after admission for surgical sepsis (odds ratio [OR], 1.39 ± 0.24; p = 0.014). Conclusions: High ADI is an independent predictor of 90-day mortality in patients with surgical sepsis. Targeted community interventions are needed to reduce sepsis mortality for these at-risk patients.
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Affiliation(s)
- Whitney Kellett
- Department of Surgery, Division of Trauma, Critical Care, and Burn, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Anahita Jalilvand
- Department of Surgery, Division of Trauma, Critical Care, and Burn, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Courtney Collins
- Department of Surgery, Division of Trauma, Critical Care, and Burn, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Megan Ireland
- Department of Surgery, University of Kentucky College of Medicine, Lexington, Kentucky, USA
| | - Holly Baselice
- Department of Surgery, Division of Trauma, Critical Care, and Burn, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - George Abboud
- Department of Surgery, Division of Trauma, Critical Care, and Burn, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Jon Wisler
- Department of Surgery, Division of Trauma, Critical Care, and Burn, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
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11
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Bakillah E, Sharpe J, Tong JK, Goldshore M, Morris JB, Kelz RR. Non-English Primary Language: A Growing Population's Access to Cholecystectomy. Ann Surg 2023; 278:e1175-e1179. [PMID: 37226825 DOI: 10.1097/sla.0000000000005919] [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: 05/26/2023]
Abstract
OBJECTIVE To examine access to cholecystectomy and postoperative outcomes among non-English primary-speaking patients. BACKGROUND The population of U.S. residents with limited English proficiency is growing. Language affects health literacy and is a well-recognized barrier to health care in the United States of America. Historically marginalized communities are at greater risk of requiring emergent gallbladder operations. However, little is known about how primary language affects surgical access and outcomes of common surgical procedures, such as cholecystectomy. METHODS We conducted a retrospective cohort study of adult patients after receipt of cholecystectomy in Michigan, Maryland, and New Jersey utilizing the Healthcare Cost and Utilization Project State Inpatient Database and State Ambulatory Surgery and Services Database (2016-2018). Patients were classified by primary spoken language: English or non-English. The primary outcome was admission type. Secondary outcomes included operative setting, operative approach, in-hospital mortality, postoperative complications, and length of stay. Multivariable logistics and Poisson regression were used to examine outcomes. RESULTS Among 122,013 patients who underwent cholecystectomy, 91.6% were primarily English speaking and 8.4% were non-English primary language speaking. Primary non-English speaking patients had a higher likelihood of emergent/urgent admissions (odds ratio: 1.22, 95% CI: 1.04-1.44, P = 0.015) and a lower likelihood of having an outpatient operation (odds ratio: 0.80, 95% CI: 0.70-0.91, P = 0.0008). There was no difference in the use of a minimally invasive approach or postoperative outcomes based on the primary language spoken. CONCLUSIONS Non-English primary language speakers were more likely to access cholecystectomy through the emergency department and less likely to receive outpatient cholecystectomy. Barriers to elective surgical presentation for this growing patient population need to be further studied.
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Affiliation(s)
- Emna Bakillah
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA
- Department of Surgery, Center for Surgery and Health Economics, Philadelphia, PA
- Leonard Davis Institute of Health Economics, Center for Surgery and Health Economics, University of Pennsylvania, Philadelphia, PA
| | - James Sharpe
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA
- Department of Surgery, Center for Surgery and Health Economics, Philadelphia, PA
| | - Jason K Tong
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA
- Department of Surgery, Center for Surgery and Health Economics, Philadelphia, PA
- Leonard Davis Institute of Health Economics, Center for Surgery and Health Economics, University of Pennsylvania, Philadelphia, PA
| | - Matthew Goldshore
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA
| | - Jon B Morris
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA
| | - Rachel R Kelz
- Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA
- Department of Surgery, Center for Surgery and Health Economics, Philadelphia, PA
- Leonard Davis Institute of Health Economics, Center for Surgery and Health Economics, University of Pennsylvania, Philadelphia, PA
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12
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Breeding T, Ngatuvai M, Rosander A, Maka P, Davis J, Knowlton LM, Hoops H, Elkbuli A. Trends in disparities research on trauma and acute care surgery outcomes: A 10-year systematic review of articles published in The Journal of Trauma and Acute Care Surgery. J Trauma Acute Care Surg 2023; 95:806-815. [PMID: 37405809 DOI: 10.1097/ta.0000000000004067] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/06/2023]
Abstract
ABSTRACT This is a 10-year review of The Journal of Trauma and Acute Care Surgery (JTACS) literature related to health care disparities, health care inequities, and patient outcomes. A retrospective review of articles published in JTACS between January 1, 2013, and July 15, 2022, was performed. Articles screened included both adult and pediatric trauma populations. Included articles focused on patient populations related to trauma, surgical critical care, and emergency general surgery. Of the 4,178 articles reviewed, 74 met the inclusion criteria. Health care disparities related to gender (n = 10), race/ethnicity (n = 12), age (n = 14), income status (n = 6), health literacy (n = 6), location and access to care (n = 23), and insurance status (n = 13) were described. Studies published on disparities peaked in 2016 and 2022 with 13 and 15 studies respectively but dropped to one study in 2017. Studies demonstrated a significant increase in mortality for patients in rural geographical regions and in patients without health insurance and a decrease in patients who were treated at a trauma center. Gender disparities resulted in variable mortality rates and studied factors, including traumatic brain injury mortality and severity, venous thromboembolism, ventilator-associated pneumonia, firearm homicide, and intimate partner violence. Under-represented race/ethnicity was associated with variable mortality rates, with one study demonstrating increased mortality risk and three finding no association between race/ethnicity and mortality. Disparities in health literacy resulted in decreased discharge compliance and worse long-term functional outcomes. Studies on disparities in JTACS over the last decade primarily focused on location and access to health care, age, insurance status, and race, with a specific emphasis on mortality. This review highlights the areas in need of further research and funding in the Journal of Trauma and Acute Care Surgery regarding health care disparities in trauma aimed at interventions to reduce disparities in patient care, ensure equitable care, and inform future approaches targeting health care disparities. LEVEL OF EVIDENCE Systematic Review; Level IV.
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Affiliation(s)
- Tessa Breeding
- From the Kiran Patel College of Allopathic Medicine (T.B., M.N.), NOVA Southeastern University, Fort Lauderdale, Florida; Arizona College of Osteopathic Medicine, Midwestern University (A.R.), Glendale, Arizona; John A. Burns School of Medicine (P.M.), Honolulu, Hawaii; Division of Trauma, Critical Care, and Acute Care Surgery, Department of Surgery (J.D.), The Ohio State University Wexner Medical Center, Columbus, Ohio; Division of Trauma and Surgical Critical Care, Department of Surgery (L.M.K.), Stanford University Medical Center, Palo Alto, California; Division of Trauma, Critical Care, and Acute Care Surgery, Department of Surgery (H.H.), Oregon Health & Sciences University, Portland, Oregon; Division of Trauma and Surgical Critical Care, Department of Surgery (A.E.), and Department of Surgical Education (A.E.), Orlando Regional Medical Center, Orlando, Florida
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13
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Krajewski S, Furtak J, Zawadka-Kunikowska M, Kachelski M, Soboń J, Harat M. Functional State and Rehabilitation of Patients after Primary Brain Tumor Surgery for Malignant and Nonmalignant Tumors: A Prospective Observational Study. Curr Oncol 2023; 30:5182-5194. [PMID: 37232851 DOI: 10.3390/curroncol30050393] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 05/17/2023] [Accepted: 05/20/2023] [Indexed: 05/27/2023] Open
Abstract
The aim of this study was to compare the pre- and postoperative function of patients qualifying for resection of malignant and nonmalignant primary brain tumors to determine the relationship among tumor type, function, and the course of rehabilitation after surgery. This single-center, prospective, observational study recruited 92 patients requiring prolonged postoperative rehabilitation during their inpatient stay, who were divided into a nonmalignant tumor group (n = 66) and a malignant tumor group (n = 26). Functional status and gait efficiency were assessed using a battery of instruments. Motor skills, postoperative complications, and length of hospital stay (LoS) were recorded and compared between groups. The frequency and severity of postoperative complications, the time needed to attain individual motor skills, and the proportion of patients losing independent gait (~30%) were similar between groups. However, paralysis and paresis were more frequent in the malignant tumor group before surgery (p < 0.001). While nonmalignant tumor patients deteriorated more according to all scales after surgery, patients with malignant tumors were still characterized by worse ADL, independence, and performance at discharge. Worse functional outcomes in the malignant tumor group did not affect LoS or rehabilitation. Patients with malignant and nonmalignant tumors have similar rehabilitation needs, and patient expectation-especially those with nonmalignant tumors-should be appropriately managed.
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Affiliation(s)
- Stanisław Krajewski
- Department of Physiotherapy, University of Bydgoszcz, Unii Lubelskiej 4, 85-059 Bydgoszcz, Poland
- Department of Neurosurgery, 10th Military Research Hospital and Polyclinic, 85-681 Bydgoszcz, Poland
| | - Jacek Furtak
- Department of Neurosurgery, 10th Military Research Hospital and Polyclinic, 85-681 Bydgoszcz, Poland
- Department of Neurooncology and Radiosurgery, Franciszek Łukaszczyk Oncology Center, 85-796 Bydgoszcz, Poland
| | - Monika Zawadka-Kunikowska
- Department of Human Physiology, Ludwik Rydygier Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University, Karłowicza 24, 85-092 Bydgoszcz, Poland
| | - Michał Kachelski
- Department of Neurosurgery, 10th Military Research Hospital and Polyclinic, 85-681 Bydgoszcz, Poland
| | - Jakub Soboń
- Department of Neurosurgery, 10th Military Research Hospital and Polyclinic, 85-681 Bydgoszcz, Poland
| | - Marek Harat
- Department of Neurosurgery, 10th Military Research Hospital and Polyclinic, 85-681 Bydgoszcz, Poland
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Dhillon NK, Kufera J, Ghneim M. Emergency General Surgery Procedures in Older Adults: Where You Live Matters! Am Surg 2023:31348231160838. [PMID: 36861456 DOI: 10.1177/00031348231160838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2023]
Abstract
BACKGROUND Neighborhood location and its built environment are important social determinants of health that impact health outcomes. Older adults (OAs) represent the fastest growing population in the United States with many requiring emergency general surgery procedures (EGSPs). The aim of this study was to evaluate whether neighborhood location, represented by zip code, influences mortality and disposition in OAs undergoing EGSPs in Maryland. METHODS A retrospective review was undertaken of hospital encounters in the Maryland Health Services Cost Review Commission from 2014 to 2018 of OAs undergoing EGSPs. Older adults residing in the 50 most affluent (MANs) and 50 least affluent (LANs) neighborhoods based on zip codes were compared. Data collected included demographics, all patient-refined (APR)-severity of illness (SOI), APR-risk of mortality (ROM), Charlson Comorbidity Index, complications, mortality, and discharge to a higher level of care. RESULTS Of the 8661 OAs analyzed, 2362 (27.3%) resided in MANs and 6299 (72.7%) in LANs. Older adults in LANs were more likely to undergo EGSPs, had higher APR-SOI and APR-ROM, and experienced more complications, discharge to higher level of care, and mortality. Living in LANs was independently associated with discharge to higher level of care (OR 1.56, 95% CI: 1.38-1.77, P < .001) and increased mortality (OR 1.35, 95% CI: 1.07-1.71, P = .01). DISCUSSION Mortality and quality of life in OAs undergoing EGSPs are dependent on environmental factors likely determined by neighborhood location. These factors need to be defined and incorporated in predictive models of outcomes. Public health opportunities to improve outcomes for those who are socially disadvantaged are necessary.
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Affiliation(s)
- Navpreet K Dhillon
- Department of Surgery, Program in Trauma, University of Maryland School of Medicine, 137889R Adams Cowley Shock Trauma Center, Baltimore, MD, USA
| | - Joseph Kufera
- National Study Center for Trauma and Emergency Medical Systems, Center for Shock, Trauma and Anesthesiology Research, 12264University of Maryland School of Medicine, Baltimore MD, USA
| | - Mira Ghneim
- Department of Surgery, Program in Trauma, University of Maryland School of Medicine, 137889R Adams Cowley Shock Trauma Center, Baltimore, MD, USA
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McCrum ML, Allen CM, Han J, Iantorno SE, Presson AP, Wan N. Greater spatial access to care is associated with lower mortality for emergency general surgery. J Trauma Acute Care Surg 2023; 94:264-272. [PMID: 36694335 PMCID: PMC10069479 DOI: 10.1097/ta.0000000000003837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
BACKGROUND Emergency general surgery (EGS) diseases are time-sensitive conditions that require urgent surgical evaluation, yet the effect of geographic access to care on outcomes remains unclear. We examined the association of spatial access with outcomes for common EGS conditions. METHODS A retrospective analysis of twelve 2014 State Inpatient Databases, identifying adults admitted with eight EGS conditions, was performed. We assessed spatial access using the spatial access ratio (SPAR)-an advanced spatial model that accounts for travel distance, hospital capacity, and population demand, normalized against the national mean. Multivariable regression models adjusting for patient and hospital factors were used to evaluate the association between SPAR with (a) in-hospital mortality and (b) major morbidity. RESULTS A total of 877,928 admissions, of which 104,332 (2.4%) were in the lowest-access category (SPAR, 0) and 578,947 (66%) were in the high-access category (SPAR, ≥1), were analyzed. Low-access patients were more likely to be White, male, and treated in nonteaching hospitals. Low-access patients also had higher incidence of complex EGS disease (low access, 31% vs. high access, 12%; p < 0.001) and in-hospital mortality (4.4% vs. 2.5%, p < 0.05). When adjusted for confounding factors, including presence of advanced hospital resources, increasing spatial access was protective against in-hospital mortality (adjusted odds ratio, 0.95; 95% confidence interval, 0.94-0.97; p < 0.001). Spatial access was not significantly associated with major morbidity. CONCLUSION This is the first study to demonstrate that geospatial access to surgical care is associated with incidence of complex EGS disease and that increasing spatial access to care is independently associated with lower in-hospital mortality. These results support the consideration of spatial access in the development of regional health systems for EGS care. LEVEL OF EVIDENCE Prognostic and Epidemiologic; Level III.
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Affiliation(s)
- Marta L McCrum
- From the Department of Surgery (M.L.M., S.E.I.), Surgical Population Analysis Research Core (M.L.M.), Statistical Design and Biostatistics Center (C.M.A., A.P.P.), and Department of Geography (J.H., N.W.), The University of Utah, Salt Lake City, Utah
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Magyar CTJ, Haltmeier T, Dubuis JB, Osterwalder A, Winterhalder S, Candinas D, Schnüriger B. Performance of quick sequential organ failure assessment and modified age disease adjusted qadSOFA for the prediction of outcomes in emergency general surgery patients. J Trauma Acute Care Surg 2022; 93:558-565. [PMID: 35838248 PMCID: PMC9988213 DOI: 10.1097/ta.0000000000003742] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 06/02/2022] [Accepted: 06/25/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Sepsis is a highly prevalent condition and is associated with a reported in-hospital mortality rate up to 40% in patients with abdominal sepsis requiring emergency general surgery (EGS). The quick sequential organ failure assessment score (qSOFA) has not been studied for EGS patients. METHODS Retrospective cohort study in adult patients undergoing abdominal EGS at a university tertiary care center from 2016 to 2018. The primary outcome was mortality. The effect of clinical variables on outcomes was assessed in univariable and multivariable logistic regression analyses. Based on these results, the qSOFA score was modified. The performance of scores was assessed using receiver operating characteristics. RESULTS Five hundred seventy-eight patients undergoing abdominal EGS were included. In-hospital mortality was 4.8% (28/578). Independent predictors for mortality were mesenteric ischemia (odds ratio [OR] 15.9; 95% confidence interval [CI] 5.2-48.6; p < 0.001), gastrointestinal tract perforation (OR 4.9; 95% CI 1.7-14.0; p = 0.003), 65 years or older (OR 4.1; 95% CI 1.5-11.4; p = 0.008), and increasing qSOFA (OR 1.8; 95% CI 1.2-2.8; p = 0.007). The modified qSOFA (qadSOFA) was developed. The area under the receiver operating characteristic curve of the qSOFA and qadSOFA for mortality was 0.715 and 0.859, respectively. Optimal cutoff value was identified as qadSOFA ≥ 3 (Youden Index 64.1%). CONCLUSION This is the first study investigating the qSOFA as a predictor for clinical outcomes in EGS. Compared with the qSOFA, the new qadSOFA revealed an excellent predictive power for clinical outcomes. Further validation of qadSOFA is warranted. LEVEL OF EVIDENCE Diagnostic test/criteria; Level II.
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