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Momtaz D, Heath D, Ghali A, Krishnakumar HN, Schultz RJ, Gonuguntla RK, Brady C. Socioeconomic status affects amputation and mortality rates in necrotizing fasciitis patients. INTERNATIONAL ORTHOPAEDICS 2024; 48:2505-2512. [PMID: 39136700 DOI: 10.1007/s00264-024-06266-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Accepted: 07/29/2024] [Indexed: 09/25/2024]
Abstract
PURPOSE Necrotizing fasciitis (NF) is a rare, but rapidly progressing bacterial infection of the subcutaneous tissues and muscular fascia with high rates of morbidity and mortality. Our study aims to determine if socioeconomic status (SES) is a predictor of outcomes in NF. METHODS A retrospective review was conducted of patients diagnosed with NF at our institution. Demographic information, insurance status, medical and surgical history, vitals, ASA score, blood laboratory values, surgical procedure information, and outcomes prior to patient discharge were collected. Patient zip codes were utilized to obtain median household incomes at the time of the patient's surgical procedure to determine SES. Patients without complete data in their medical record were excluded. Initial descriptive statistics and logistic regression models were performed. RESULTS We identified 196 patients (mean age 50.13 ± 13.03 years, 31.6% female) for inclusion. Mortality rate was 15.3% (n = 30) and 33.7% (n = 66) underwent amputation. Mortality rate was not significantly different across income brackets. Lower income brackets had higher rates of amputation than higher income brackets (p < 0.05). A logistic regression models showed the rate of amputation decreases by 29% for every $10,000 increment in median household income and ASA score decreased by 0.15 units for every $10,000 increase in median household income. CONCLUSIONS Amputation rates in cases of NF are significantly higher in lower SES groups than higher SES groups. Patients with perivascular disease in lower SES groups were more likely to experience serious complications of NF than their counterparts in higher SES groups.
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Affiliation(s)
- David Momtaz
- Department of Orthopaedics, UT Health San Antonio, San Antonio, TX, USA
| | - David Heath
- Department of Orthopaedics, UT Health San Antonio, San Antonio, TX, USA
| | - Abdullah Ghali
- Department of Orthopaedics, UT Health San Antonio, San Antonio, TX, USA
- Department of Orthopaedic Surgery, Baylor College of Medicine, Houston, TX, USA
| | | | - Rebecca J Schultz
- Department of Orthopaedic Surgery, Baylor College of Medicine, Houston, TX, USA.
- Department of Orthopedic Surgery, Texas Children's Hospital, Texas Medical Center, 6621 Fannin Street, 77030 Mark Wallace Tower, 6th Floor, Houston, TX, USA.
| | | | - Christina Brady
- Department of Orthopaedics, UT Health San Antonio, San Antonio, TX, USA
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Heybati K, Satkunasivam R, Aminoltejari K, Thomas HS, Salles A, Coburn N, Wright FC, Gotlib Conn L, Luckenbaugh AN, Ranganathan S, Riveros C, McCartney C, Armstrong K, Bass B, Detsky AS, Jerath A, Wallis CJD. Association Between Surgeon Sex and Days Alive at Home Following Surgery: A Population-Based Cohort Study. ANNALS OF SURGERY OPEN 2024; 5:e477. [PMID: 39310349 PMCID: PMC11415092 DOI: 10.1097/as9.0000000000000477] [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: 04/08/2024] [Accepted: 06/27/2024] [Indexed: 09/25/2024] Open
Abstract
Objective The objective of this study was to measure potential associations between surgeon sex and number of days alive and at home (DAH). Background Patients treated by female surgeons appear to have lower rates of mortality, complications, readmissions, and healthcare costs when compared with male surgeons. DAH is a validated measure, shown to better capture the patient experience of postoperative recovery. Methods We conducted a retrospective study of adults (≥18 years of age) undergoing common surgeries between January 01, 2007 and December 31, 2019 in Ontario, Canada. The outcome measures were the number of DAH within 30-, 90-, and 365-days. The data was summarized using descriptive statistics and adjusted using multivariable generalized estimating equations. Results During the study period, 1,165,711 individuals were included, of which 61.9% (N = 721,575) were female. Those managed by a female surgeon experienced a higher mean number of DAH when compared with male surgeons at 365 days (351.7 vs. 342.1 days; P < 0.001) and at each earlier time point. This remained consistent following adjustment for covariates, with patients of female surgeons experiencing a higher number of DAH at all time points, including at 365 days (343.2 [339.5-347.1] vs. 339.4 [335.9-343.0] days). Multivariable regression modeling revealed that patients of male surgeons had a significantly lower number of DAH versus female surgeons. Conclusions Patients of female surgeons experienced a higher number of DAH when compared with those treated by male surgeons at all time points. More time spent at home after surgery may in turn lower costs of care, resource utilization, and potentially improve quality of life. Further studies are needed to examine these findings across other care contexts.
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Affiliation(s)
- Kiyan Heybati
- From the Mayo Clinic Alix School of Medicine, Mayo Clinic, Rochester, MN
| | - Raj Satkunasivam
- Center for Outcomes Research, Houston Methodist Hospital, Houston, TX
- Department of Health Policy and Management, School of Public Health, Texas A&M University, College Station Texas, TX
- Department of Urology, Houston Methodist Hospital, Houston, TX
| | - Khatereh Aminoltejari
- Division of Urology, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Hannah S. Thomas
- Division of Urology, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Arghavan Salles
- Department of Medicine, Stanford University School of Medicine, Palo Alto, CA
| | - Natalie Coburn
- Department of Surgery, Sunnybrook Health Sciences Center, Toronto, ON, Canada
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
- Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Frances C. Wright
- Department of Surgery, Sunnybrook Health Sciences Center, Toronto, ON, Canada
- Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Lesley Gotlib Conn
- Department of Surgery, Sunnybrook Health Sciences Center, Toronto, ON, Canada
| | - Amy N. Luckenbaugh
- Department of Urology, Vanderbilt University Medical Center, Nashville, TN
| | | | - Carlos Riveros
- Department of Urology, Houston Methodist Hospital, Houston, TX
| | - Colin McCartney
- Department of Anesthesia, Sunnybrook Health Sciences Center, Toronto, ON, Canada
- Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, ON, Canada
| | - Kathleen Armstrong
- Division of Plastic Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Barbara Bass
- George Washington University, School of Medicine and Health Sciences, WA
| | - Allan S. Detsky
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
- Department of Medicine, Mount Sinai Hospital and University Health Network, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Angela Jerath
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
- Department of Anesthesia, Sunnybrook Health Sciences Center, Toronto, ON, Canada
- Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, ON, Canada
| | - Christopher J. D. Wallis
- Division of Urology, Department of Surgery, University of Toronto, Toronto, ON, Canada
- Division of Urology, Department of Surgery, Mount Sinai Hospital, Toronto, ON, Canada
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Abdelhack M, Tripathi S, Chen Y, Avidan MS, King CR. Social vulnerability and surgery outcomes: a cross-sectional analysis. BMC Public Health 2024; 24:1907. [PMID: 39014400 PMCID: PMC11253435 DOI: 10.1186/s12889-024-19418-5] [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: 11/08/2023] [Accepted: 07/09/2024] [Indexed: 07/18/2024] Open
Abstract
BACKGROUND Post-operative complications present a challenge to the healthcare system due to the high unpredictability of their incidence. Socioeconomic conditions have been established as social determinants of health. However, their contribution relating to postoperative complications is still unclear as it can be heterogeneous based on community, type of surgical services, and sex and gender. Uncovering these relations can enable improved public health policy to reduce such complications. METHODS In this study, we conducted a large population cross-sectional analysis of social vulnerability and the odds of various post-surgical complications. We collected electronic health records data from over 50,000 surgeries that happened between 2012 and 2018 at a quaternary health center in St. Louis, Missouri, United States and the corresponding zip code of the patients. We built statistical logistic regression models of postsurgical complications with the social vulnerability index of the tract consisting of the zip codes of the patient as the independent variable along with sex and race interaction. RESULTS Our sample from the St. Louis area exhibited high variance in social vulnerability with notable rapid increase in vulnerability from the south west to the north of the Mississippi river indicating high levels of inequality. Our sample had more females than males, and females had slightly higher social vulnerability index. Postoperative complication incidence ranged from 0.75% to 41% with lower incidence rate among females. We found that social vulnerability was associated with abnormal heart rhythm with socioeconomic status and housing status being the main association factors. We also found associations of the interaction of social vulnerability and female sex with an increase in odds of heart attack and surgical wound infection. Those associations disappeared when controlling for general health and comorbidities. CONCLUSIONS Our results indicate that social vulnerability measures such as socioeconomic status and housing conditions could affect postsurgical outcomes through preoperative health. This suggests that the domains of preventive medicine and public health should place social vulnerability as a priority to achieve better health outcomes of surgical interventions.
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Affiliation(s)
- Mohamed Abdelhack
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, MO, USA.
- Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada.
| | - Sandhya Tripathi
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, MO, USA.
| | - Yixin Chen
- Department of Computer Science, Washington University in St. Louis, St. Louis, MO, USA
| | - Michael S Avidan
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Christopher R King
- Department of Anesthesiology, Washington University School of Medicine, St. Louis, MO, USA.
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Jerath A, Wallis CJD, Fremes S, Rao V, Yau TM, Heybati K, Lee DS, Wijeysundera HC, Sutherland J, Austin PC, Wijeysundera DN, Ko DT. Days alive and out of hospital for adult female and male cardiac surgery patients: a population-based cohort study. BMC Cardiovasc Disord 2024; 24:215. [PMID: 38643088 PMCID: PMC11031900 DOI: 10.1186/s12872-024-03862-7] [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: 01/10/2024] [Accepted: 03/26/2024] [Indexed: 04/22/2024] Open
Abstract
BACKGROUND Research shows women experience higher mortality than men after cardiac surgery but information on sex-differences during postoperative recovery is limited. Days alive and out of hospital (DAH) combines death, readmission and length of stay, and may better quantify sex-differences during recovery. This main objective is to evaluate (i) how DAH at 30-days varies between sex and surgical procedure, (ii) DAH responsiveness to patient and surgical complexity, and (iii) longer-term prognostic value of DAH. METHODS We evaluated 111,430 patients (26% female) who underwent one of three types of cardiac surgery (isolated coronary artery bypass [CABG], isolated non-CABG, combination procedures) between 2009 - 2019. Primary outcome was DAH at 30 days (DAH30), secondary outcomes were DAH at 90 days (DAH90) and 180 days (DAH180). Data were stratified by sex and surgical group. Unadjusted and risk-adjusted analyses were conducted to determine the association of DAH with patient-, surgery-, and hospital-level characteristics. Patients were divided into two groups (below and above the 10th percentile) based on the number of days at DAH30. Proportion of patients below the 10th percentile at DAH30 that remained in this group at DAH90 and DAH180 were determined. RESULTS DAH30 were lower for women compared to men (22 vs. 23 days), and seen across all surgical groups (isolated CABG 23 vs. 24, isolated non-CABG 22 vs. 23, combined surgeries 19 vs. 21 days). Clinical risk factors including multimorbidity, socioeconomic status and surgical complexity were associated with lower DAH30 values, but women showed lower values of DAH30 compared to men for many factors. Among patients in the lowest 10th percentile at DAH30, 80% of both females and males remained in the lowest 10th percentile at 90 days, while 72% of females and 76% males remained in that percentile at 180 days. CONCLUSION DAH is a responsive outcome to differences in patient and surgical risk factors. Further research is needed to identify new care pathways to reduce disparities in outcomes between male and female patients.
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Affiliation(s)
- Angela Jerath
- Department of Anesthesia, Sunnybrook Health Sciences Center, Toronto, ON, Canada.
- Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, ON, Canada.
- ICES, 2075 Bayview Avenue, Toronto, ON, Canada.
- Schulich Heart Centre, Sunnybrook Research Institute, Sunnybrook Health Sciences Center, Toronto, ON, Canada.
| | - Christopher J D Wallis
- Division of Urology, Department of Surgery, University of Toronto, Toronto, ON, Canada
- Division of Urology, Department of Surgery, Mount Sinai Hospital, Toronto, ON, Canada
- Department of Surgical Oncology, University Health Network, Toronto, ON, Canada
| | - Stephen Fremes
- Schulich Heart Centre, Sunnybrook Research Institute, Sunnybrook Health Sciences Center, Toronto, ON, Canada
- Division of Cardiovascular Surgery, Sunnybrook Health Sciences Center, Toronto, ON, Canada
- Division of Cardiovascular Surgery, University of Toronto, Toronto, ON, Canada
| | - Vivek Rao
- Division of Cardiovascular Surgery, Toronto General Hospital-University Health Network, Toronto, ON, Canada
- Toronto General Hospital Research Institute, Toronto, ON, Canada
- Division of Cardiovascular Surgery, University of Toronto, Toronto, ON, Canada
| | - Terrence M Yau
- Toronto General Hospital Research Institute, Toronto, ON, Canada
- Division of Cardiovascular Surgery, University of Toronto, Toronto, ON, Canada
| | - Kiyan Heybati
- Mayo Clinic Alix School of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Douglas S Lee
- ICES, 2075 Bayview Avenue, Toronto, ON, Canada
- Toronto General Hospital Research Institute, Toronto, ON, Canada
- Division of Cardiology, Toronto General Hospital-University Health Network, Toronto, ON, Canada
| | - Harindra C Wijeysundera
- ICES, 2075 Bayview Avenue, Toronto, ON, Canada
- Schulich Heart Centre, Sunnybrook Research Institute, Sunnybrook Health Sciences Center, Toronto, ON, Canada
| | - Jason Sutherland
- Centre for Health Services and Policy Research, University of British Columbia, Vancouver, BC, Canada
| | | | - Duminda N Wijeysundera
- ICES, 2075 Bayview Avenue, Toronto, ON, Canada
- Department of Anesthesia, St. Michael's Hospital, Toronto, ON, Canada
| | - Dennis T Ko
- ICES, 2075 Bayview Avenue, Toronto, ON, Canada
- Schulich Heart Centre, Sunnybrook Research Institute, Sunnybrook Health Sciences Center, Toronto, ON, Canada
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Baxi J, Chao JC, Dewan K, Yang NK, Pepe RJ, Deng X, Soliman FK, Volk L, Rahimi S, Russo MJ, Lee LY. Socioeconomic status as a predictor of post-operative mortality and outcomes in carotid artery stenting vs. carotid endarterectomy. Front Cardiovasc Med 2024; 11:1286100. [PMID: 38385132 PMCID: PMC10879273 DOI: 10.3389/fcvm.2024.1286100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 01/08/2024] [Indexed: 02/23/2024] Open
Abstract
Background The association between low socioeconomic status (SES) and worse surgical outcomes has become an emerging area of interest. Literature has demonstrated that carotid artery stenting (CAS) poses greater risk of postoperative complications, particularly stroke, than carotid endarterectomy (CEA). This study aims to compare the impact of low SES on patients undergoing CAS vs. CEA. Methods The National Inpatient Sample (NIS) was queried for patients undergoing CAS and CEA from 2010 to 2015. Patients were stratified by highest and lowest median income quartiles by zip code and compared through demographics, hospital characteristics, and comorbidities defined by the Charlson Comorbidity Index (CCI). Primary outcome was in-hospital mortality. Secondary outcomes included acute kidney injury (AKI), post-operative stroke, sepsis, and bleeding requiring reoperation.Multivariable logistic regression was used to determine the effect of SES on outcomes. Results Five thousand four hundred twenty-five patients underwent CAS (Low SES: 3,516 (64.8%); High SES: 1,909 (35.2%) and 38,399 patients underwent CEA (Low SES: 22,852 (59.5%); High SES: 15,547 (40.5%). Low SES was a significant independent predictor of mortality [OR = 2.07 (1.25-3.53); p = 0.005] for CEA patients, but not for CAS patients [OR = 1.21 (CI 0.51-2.30); p = 0.68]. Stroke was strongly associated with low SES, CEA patients (Low SES = 1.5% vs. High SES = 1.2%; p = 0.03), while bleeding was with high SES, CAS patients (Low SES = 5.3% vs. High SES = 7.1%; p = 0.01). CCI was a strong predictor of mortality for both procedures [CAS: OR1.45 (1.17-1.80); p < 0.001. CEA: OR1.60 (1.45-1.77); p < 0.001]. Advanced age was a predictor of mortality post-CEA [OR = 1.03 (1.01-1.06); p = 0.01]. While not statistically significant, advanced age and increased mortality trended towards a positive association in CAS [OR = 1.05 (1.00-1.10); p = 0.05]. Conclusions Low SES is a significant independent predictor of post-operative mortality in patients who underwent CEA, but not CAS. CEA is also associated with higher incidence of stroke in low SES patients. Findings demonstrate the impact of SES on outcomes for patients undergoing carotid revascularization procedures. Prospective studies are warranted to further evaluate this disparity.
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Affiliation(s)
- Jigesh Baxi
- Division of Cardiothoracic Surgery, Department of Surgery, Robert Wood Johnson University Hospital, New Brunswick, NJ, United States
| | - Joshua C. Chao
- Division of Cardiothoracic Surgery, Department of Surgery, Robert Wood Johnson University Hospital, New Brunswick, NJ, United States
| | - Krish Dewan
- Division of Cardiothoracic Surgery, Department of Surgery, Robert Wood Johnson University Hospital, New Brunswick, NJ, United States
| | - NaYoung K. Yang
- Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ, United States
| | - Russell J. Pepe
- Division of Cardiothoracic Surgery, Department of Surgery, Robert Wood Johnson University Hospital, New Brunswick, NJ, United States
| | - Xiaoyan Deng
- School of Arts and Sciences, Rutgers University, New Brunswick, NJ, United States
| | - Fady K. Soliman
- Division of Cardiothoracic Surgery, Department of Surgery, Robert Wood Johnson University Hospital, New Brunswick, NJ, United States
| | - Lindsay Volk
- Division of Cardiothoracic Surgery, Department of Surgery, Robert Wood Johnson University Hospital, New Brunswick, NJ, United States
| | - Saum Rahimi
- Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ, United States
- Division of Vascular Surgery, Department of Surgery, Robert Wood Johnson University Hospital, New Brunswick, NJ, United States
| | - Mark J. Russo
- Division of Cardiothoracic Surgery, Department of Surgery, Robert Wood Johnson University Hospital, New Brunswick, NJ, United States
- Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ, United States
| | - Leonard Y. Lee
- Division of Cardiothoracic Surgery, Department of Surgery, Robert Wood Johnson University Hospital, New Brunswick, NJ, United States
- Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ, United States
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Ikram M, Shen C, Pameijer CR. Racial and Socioeconomic Differences and Surgical Outcomes in Pancreaticoduodenectomy Patients: A Systematic Review of High- Versus Low-Volume Hospitals in the United States. Am Surg 2024; 90:292-302. [PMID: 37941362 DOI: 10.1177/00031348231211040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2023]
Abstract
BACKGROUND Pancreaticoduodenectomy (PD) is associated with better outcomes in high-volume hospitals. However, it is unknown whether and to what extent the improved performance of high-volume hospitals may be associated with racial and socioeconomic factors, which have been shown to impact operative and postoperative outcomes in major surgeries. This review aims to identify the differences in racial and socioeconomic characteristics of patients who underwent PD surgery in high- and low-volume hospitals. METHODS PubMed, Cochrane, and Web of Science were systematically searched between May 1, 2023 and May 7, 2023 without any time restriction on publication date. Studies that were conducted in the United States and had a direct comparison between high- and low-volume hospitals were included. RESULTS A total of 30 observational studies were included. When racial proportions were compared by hospital volume, thirteen studies reported that compared to high-volume hospitals, a higher percentage of racial minorities underwent PD in low-volume hospitals. Disparities in traveling distance, education levels, and median income at baseline between high- and low-volume hospitals were reported by four, three, and two studies, respectively. CONCLUSION A racial difference at baseline between high- and low-volume hospitals was observed. Socioeconomic factors were less frequently included in existing literature. Future studies are needed to understand the socioeconomic differences between patients receiving PD surgery in high- and low-volume hospitals.
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Affiliation(s)
- Mohammad Ikram
- Department of Surgery, Division of Outcomes Research and Quality, College of Medicine, The Pennsylvania State University, Hershey, PA, USA
| | - Chan Shen
- Department of Surgery, Division of Outcomes Research and Quality, College of Medicine, The Pennsylvania State University, Hershey, PA, USA
- Department of Public Health Sciences, Division of Health Services and Behavioral Research, College of Medicine, The Pennsylvania State University, Hershey, PA, USA
| | - Colette R Pameijer
- Department of Surgery, Division of Surgical Oncology, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA
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Abdelhack M, Tripathi S, Chen Y, Avidan MS, King CR. Social Vulnerability and Surgery Outcomes: A Cross-sectional Analysis. RESEARCH SQUARE 2023:rs.3.rs-3580911. [PMID: 38077013 PMCID: PMC10705703 DOI: 10.21203/rs.3.rs-3580911/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/22/2023]
Abstract
Background Post-operative complications present a challenge to the healthcare system due to the high unpredictability of their incidence. However, the socioeconomic factors that relate to postoperative complications are still unclear as they can be heterogeneous based on communities, types of surgical services, and sex and gender. Methods In this study, we conducted a large population cross-sectional analysis of social vulnerability and the odds of various post-surgical complications. We built statistical logistic regression models of postsurgical complications with social vulnerability index as the independent variable along with sex interaction. Results We found that social vulnerability was associated with abnormal heart rhythm with socioeconomic status and housing status being the main association factors. We also found associations of the interaction of social vulnerability and female sex with an increase in odds of heart attack and surgical wound infection. Conclusions Our results indicate that social vulnerability measures such as socioeconomic status and housing conditions could be related to health outcomes. This suggests that the domain of preventive medicine should place social vulnerability as a priority to achieve its goals.
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Affiliation(s)
- Mohamed Abdelhack
- Department of Anesthesiology, Washington University School of Medicine, St. Louis MO
- Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON
| | - Sandhya Tripathi
- Department of Anesthesiology, Washington University School of Medicine, St. Louis MO
| | - Yixin Chen
- Department of Computer Science, Washington University in St. Louis, St. Louis MO
| | - Michael S Avidan
- Department of Anesthesiology, Washington University School of Medicine, St. Louis MO
| | - Christopher R King
- Department of Anesthesiology, Washington University School of Medicine, St. Louis MO
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de Jager P, Aleman D, Baxter N, Bell C, Bodur M, Calzavara A, Campbell R, Carter M, Emerson S, Gagliardi A, Irish J, Martin D, Lee S, Saxe-Braithwaite M, Seyedi P, Takata J, Yang S, Zanchetta C, Urbach D. Social determinants of access to timely elective surgery in Ontario, Canada: a cross-sectional population level study. CMAJ Open 2023; 11:E1164-E1180. [PMID: 38114259 PMCID: PMC10743664 DOI: 10.9778/cmajo.20230001] [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] [Indexed: 12/21/2023] Open
Abstract
BACKGROUND Equitable access to surgical care has clinical and policy implications. We assess the association between social disadvantage and wait times for elective surgical procedures in Ontario. METHODS We conducted a cross-sectional analysis using administrative data sets of adults receiving nonurgent inguinal hernia repair, cholecystectomy, hip arthroplasty, knee arthroplasty, arthroscopy, benign uterine surgery and cataract surgery from April 2013 to December 2019. We assessed the relation between exceeding target wait times and the highest versus lowest quintile of marginalization dimensions by use of generalized estimating equations logistic regression. RESULTS Of the 1 385 673 procedures included, 174 633 (12.6%) exceeded the target wait time. Adjusted analysis for cataract surgery found significantly increased odds of exceeding wait times for residential instability (adjusted odd ratio [OR] 1.16, 95% confidence interval [CI] 1.11-1.21) and recent immigration (adjusted OR 1.12, 95% CI 1.07-1.18). The highest deprivation quintile was associated with 18% (adjusted OR 1.18, 95% CI 1.12-1.24) and 20% (adjusted OR 1.20, 95% CI 1.12-1.28) increased odds of exceeding wait times for knee and hip arthroplasty, respectively. Residence in areas where higher proportions of residents self-identify as being part of a visible minority group was independently associated with reduced odds of exceeding target wait times for hip arthroplasty (adjusted OR 0.82, 95% CI 0.75-0.91), cholecystectomy (adjusted OR 0.68, 95% CI 0.59-0.79) and hernia repair (adjusted OR 0.65, 95% CI 0.56-0.77) with an opposite effect in benign uterine surgery (adjusted OR 1.28, 95% CI 1.17-1.40). INTERPRETATION Social disadvantage had a small and inconsistent impact on receiving care within wait time targets. Future research should consider these differences as they relate to resource distribution and the organization of clinical service delivery.
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Affiliation(s)
- Pieter de Jager
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont.
| | - Dionne Aleman
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - Nancy Baxter
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - Chaim Bell
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - Merve Bodur
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - Andrew Calzavara
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - Robert Campbell
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - Michael Carter
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - Scott Emerson
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - Anna Gagliardi
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - Jonathan Irish
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - Danielle Martin
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - Samantha Lee
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - Marcy Saxe-Braithwaite
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - Pardis Seyedi
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - Julie Takata
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - Suting Yang
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - Claudia Zanchetta
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
| | - David Urbach
- Department of Anesthesia, Pain Management & Peri-operative Medicine (de Jager), Dalhousie University, Halifax, NS; Department of Mechanical and Industrial Engineering (Aleman, Bodur, Carter, Seyedi), University of Toronto, Toronto, Ont.; University of Melbourne School of Population and Global Health (Baxter), Carlton, Australia; Department of Medicine (Bell), Sinai Health System; Department of Medicine (Bell), University of Toronto Temerty Faculty of Medicine; ICES Central (Calzavara, Lee), Toronto, Ont.; Department of Ophthalmology (Campbell), Queen's University, Kingston, Ont.; Human Early Learning Partnership (Emerson), School of Population and Public Health, The University of British Columbia, Vancouver, BC; Toronto General Research Institute (Gagliardi), and Otolaryngology, Head and Neck Surgery (Irish), University Health Network; Department of Family and Community Medicine (Martin), University of Toronto, Toronto, Ont.; Nova Scotia Health Authority (Saxe-Braithwaite), Halifax, NS; Women's College Hospital (Takata); Ontario Health (Yang); Access to Care (Zanchetta), Ontario Health (Cancer Care Ontario); Department of Surgery (Urbach), Women's College Hospital, Surgery, Toronto, Ont
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9
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McIsaac DI, Talarico R, Jerath A, Wijeysundera DN. Days alive and at home after hip fracture: a cross-sectional validation of a patient-centred outcome measure using routinely collected data. BMJ Qual Saf 2023; 32:546-556. [PMID: 34330880 PMCID: PMC10447366 DOI: 10.1136/bmjqs-2021-013150] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Accepted: 07/23/2021] [Indexed: 12/21/2022]
Abstract
BACKGROUND Days alive and at home (DAH) is a patient centered outcome measureable in routinely collected health data. The validity and minimally important difference (MID) in hip fracture have not been evaluated. OBJECTIVE We assessed construct and predictive validity and estimated a MID for the patient-centred outcome of DAH after hip fracture admission. METHODS This is a cross-sectional observational study using linked health administrative data in Ontario, Canada. DAH was calculated as the number of days alive within 90 days of admission minus the number of days hospitalised or institutionalised. All hospital admissions (2012-2018) for hip fracture in adults aged >50 years were included. Construct validity analyses used Bayesian quantile regression to estimate the associations of postulated patient, admission and process-related variables with DAH. The predictive validity assessed was the correlation of DAH in 90 days with the value from 91 to 365 days; and the association and discrimination of DAH in 90 days predicting subsequent mortality. MID was estimated by averaging distribution-based and clinical anchor-based estimates. RESULTS We identified 63 778 patients with hip fracture. The median number of DAH was 43 (range 0-87). In the 90 days after admission, 8050 (12.6%) people died; a further 6366 (10.0%) died from days 91 to 365. Associations between patient-level and admission-level factors with the median DAH (lower with greater age, frailty and comorbidity, lower if admitted to intensive care or having had a complication) supported construct validity. DAH in 90 days after admission was strongly correlated with DAH in 365 days after admission (r=0.922). An 11-day MID was estimated. CONCLUSION DAH has face, construct and predictive validity as a patient-centred outcome in patients with hip fracture, with an estimated MID of 11 days. Future research is required to include direct patient perspectives in confirming MID.
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Affiliation(s)
- Daniel I McIsaac
- Anesthesiology and Pain Medicine, University of Ottawa Faculty of Medicine, Ottawa, Ontario, Canada
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Robert Talarico
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Angela Jerath
- Anesthesia, University of Toronto Faculty of Medicine, Toronto, Ontario, Canada
| | - Duminda N Wijeysundera
- Anesthesia, University of Toronto Faculty of Medicine, Toronto, Ontario, Canada
- St Michael's Hospital Li Ka Shing Knowledge Institute, Toronto, Ontario, Canada
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10
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Boyle L, Lumley T, Cumin D, Campbell D, Merry AF. Using days alive and out of hospital to measure surgical outcomes in New Zealand: a cross-sectional study. BMJ Open 2023; 13:e063787. [PMID: 37491100 PMCID: PMC10373692 DOI: 10.1136/bmjopen-2022-063787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/27/2023] Open
Abstract
OBJECTIVES To measure differences at various deciles in days alive and out of hospital to 90 days (DAOH90) and explore its utility for identifying outliers of performance among district health boards (DHBs). METHODS Days in hospital and mortality within 90 days of surgery were extracted by linking data from the New Zealand National Minimum Data Set and the births and deaths registry between 1 January 2011 and 31 December 2021 for all adults in New Zealand undergoing acute laparotomy (AL-a relatively high-risk group), elective total hip replacement (THR-a medium risk group) or lower segment caesarean section (LSCS-a low-risk group). DAOH90 was calculated without censoring to zero in cases of mortality. For each DHB, direct risk standardisation was used to adjust for potential confounders and presented in deciles according to baseline patient risk. The Mann-Whitney U test assessed overall DAOH90 differences between DHBs, and comparisons are presented between selected deciles of DAOH90 for each operation. RESULTS We obtained national data for 35 175, 52 032 and 117 695 patients undergoing AL, THR and LSCS procedures, respectively. We have demonstrated that calculating DAOH without censoring zero allows for differences between procedures and DHBs to be identified. Risk-adjusted national mean DAOH90 Scores were 64.0 days, 79.0 days and 82.0 days at the 0.1 decile and 75.0 days, 82.0 days and 84.0 days at the 0.2 decile for AL, THR and LSCS, respectively, matching to their expected risk profiles. Differences between procedures and DHBs were most marked at lower deciles of the DAOH90 distribution, and outlier DHBs were detectable. Corresponding 90-day mortality rates were 5.45%, 0.78% and 0.01%. CONCLUSION In New Zealand after direct risk adjustment, differences in DAOH90 between three types of surgical procedure reflected their respective risk levels and associated mortality rates. Outlier DHBs were identified for each procedure. Thus, our approach to analysing DAOH90 appears to have considerable face validity and potential utility for contributing to the measurement of perioperative outcomes in an audit or quality improvement setting.
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Affiliation(s)
- Luke Boyle
- Department of Statistics, The University of Auckland, Auckland, New Zealand
| | - Thomas Lumley
- Department of Statistics, The University of Auckland, Auckland, New Zealand
| | - David Cumin
- Department of Anaesthesiology, The University of Auckland, Auckland, New Zealand
| | - Doug Campbell
- Department of Anaesthesia, Auckland City Hospital, Auckland, New Zealand
| | - Alan Forbes Merry
- Department of Anaesthesiology, The University of Auckland, Auckland, New Zealand
- Department of Anaesthesia, Auckland City Hospital, Auckland, New Zealand
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11
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Yoo KH, Cho Y, Oh J, Lee J, Ko BS, Kang H, Lim TH, Lee SH. Association of Socioeconomic Status With Long-Term Outcome in Survivors After Out-of-Hospital Cardiac Arrest: Nationwide Population-Based Longitudinal Study. JMIR Public Health Surveill 2023; 9:e47156. [PMID: 37432716 PMCID: PMC10369165 DOI: 10.2196/47156] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 04/12/2023] [Accepted: 06/14/2023] [Indexed: 07/12/2023] Open
Abstract
BACKGROUND Out-of-hospital cardiac arrest (OHCA) is a major public health problem and a leading cause of death worldwide. Previous studies have focused on improving the survival of people who have had OHCA by analyzing short-term survival outcomes, such as the return of spontaneous circulation, 30-day survival, and survival to discharge. Research has been conducted on prehospital prognostic factors to improve the survival of patients with OHCA, among which the association between socioeconomic status (SES) and survival has been reported. SES could affect bystander cardiopulmonary resuscitation rates and whether OHCA is witnessed, and low cardiopulmonary resuscitation education rates are associated with low SES. It has been reported that areas with high SES have shorter hospital transfer times and more public defibrillators per person. Previous studies have shown the impact of SES disparities on the short-term survival of patients with OHCA. However, understanding the impact of SES on the long-term prognosis of OHCA survivors remains limited. As long-term outcomes are more indicative of a patient's ongoing health care needs and the burden on public health than short-term outcomes, understanding the long-term prognosis of OHCA survivors is important. OBJECTIVE This study aimed to identify whether SES influenced the long-term outcomes of OHCA. METHODS Using health claims data obtained from the National Health Insurance (NHI) service in Korea, we included OHCA survivors who were hospitalized between January 2005 and December 2015. The patients were divided into 2 groups: NHI and Medical Aid (MA) groups, with the MA group defined as having a low SES. Cumulative mortality was estimated using the Kaplan-Meier method, and a Cox proportional hazards model was used to evaluate the impact of SES on long-term mortality. A subgroup analysis was performed based on whether cardiac procedures were performed. RESULTS We followed 4873 OHCA survivors for up to 14 years (median of 3.3 years). The Kaplan-Meier survival curve showed that the MA group had a significantly decreased long-term survival rate compared to the NHI group. With an adjusted hazard ratio (aHR) of 1.52 (95% CI 1.35-1.72), low SES was associated with increased long-term mortality. The overall mortality rate of the patients who underwent cardiac procedures in the MA group was significantly higher than that of the NHI group (aHR 1.72, 95% CI 1.05-2.82). The overall mortality rate of patients without cardiac procedures was also increased in the MA group compared to the NHI group (aHR 1.39, 95% CI 1.23-1.58). CONCLUSIONS OHCA survivors with low SES had an increased risk of poor long-term outcomes compared with those with higher SES. OHCA survivors with low SES who have undergone cardiac procedures need considerable care for long-term survival.
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Affiliation(s)
- Kyung Hun Yoo
- Department of Emergency Medicine, Hanyang University Hospital, Seoul, Republic of Korea
| | - Yongil Cho
- Department of Emergency Medicine, Hanyang University Hospital, Seoul, Republic of Korea
- Department of Emergency Medicine, College of Medicine, Hanyang University, Seoul, Republic of Korea
| | - Jaehoon Oh
- Department of Emergency Medicine, Hanyang University Hospital, Seoul, Republic of Korea
- Department of Emergency Medicine, College of Medicine, Hanyang University, Seoul, Republic of Korea
| | - Juncheol Lee
- Department of Emergency Medicine, Hanyang University Hospital, Seoul, Republic of Korea
- Department of Emergency Medicine, College of Medicine, Hanyang University, Seoul, Republic of Korea
| | - Byuk Sung Ko
- Department of Emergency Medicine, Hanyang University Hospital, Seoul, Republic of Korea
- Department of Emergency Medicine, College of Medicine, Hanyang University, Seoul, Republic of Korea
| | - Hyunggoo Kang
- Department of Emergency Medicine, Hanyang University Hospital, Seoul, Republic of Korea
- Department of Emergency Medicine, College of Medicine, Hanyang University, Seoul, Republic of Korea
| | - Tae Ho Lim
- Department of Emergency Medicine, Hanyang University Hospital, Seoul, Republic of Korea
- Department of Emergency Medicine, College of Medicine, Hanyang University, Seoul, Republic of Korea
| | - Sang Hwan Lee
- Department of Emergency Medicine, Hanyang University Hospital, Seoul, Republic of Korea
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12
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Fong M, Kaner E, Rowland M, Graham HE, McEvoy L, Hallsworth K, Cucato G, Gibney C, Nedkova M, Prentis J, Madigan CD. The effect of preoperative behaviour change interventions on pre- and post-surgery health behaviours, health outcomes, and health inequalities in adults: A systematic review and meta-analyses. PLoS One 2023; 18:e0286757. [PMID: 37406002 DOI: 10.1371/journal.pone.0286757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 05/23/2023] [Indexed: 07/07/2023] Open
Abstract
BACKGROUND Prehabilitation interventions are being delivered across surgical specialities to improve health risk behaviours leading to better surgical outcomes and potentially reduce length of hospital stay. Most previous research has focused on specific surgery specialities and has not considered the impact of interventions on health inequalities, nor whether prehabilitation improves health behaviour risk profiles beyond surgery. The aim of this review was to examine behavioural Prehabilitation interventions across surgeries to inform policy makers and commissioners of the best available evidence. METHODS AND FINDINGS A systematic review and meta-analysis of randomised controlled trials (RCTs) was conducted to determine the effect of behavioural prehabilitation interventions targeting at least one of: smoking behaviour, alcohol use, physical activity, dietary intake (including weight loss interventions) on pre- and post-surgery health behaviours, health outcomes, and health inequalities. The comparator was usual care or no treatment. MEDLINE, PubMed, PsychINFO, CINAHL, Web of Science, Google Scholar, Clinical trials and Embase databases were searched from inception to May 2021, and the MEDLINE search was updated twice, most recently in March 2023. Two reviewers independently identified eligible studies, extracted data, and assessed risk of bias using the Cochrane risk of bias tool. Outcomes were length of stay, six-minute walk test, behaviours (smoking, diet, physical activity, weight change, and alcohol), and quality of life. Sixty-seven trials were included; 49 interventions targeted a single behaviour and 18 targeted multiple behaviours. No trials examined effects by equality measures. Length of stay in the intervention group was 1.5 days shorter than the comparator (n = 9 trials, 95% CI -2.6 to -0.4, p = 0.01, I2 83%), although in sensitivity analysis prehabilitation had the most impact in lung cancer patients (-3.5 days). Pre-surgery, there was a mean difference of 31.8 m in the six-minute walk test favouring the prehabilitation group (n = 19 trials, 95% CI 21.2 to 42.4m, I2 55%, P <0.001) and this was sustained to 4-weeks post-surgery (n = 9 trials, mean difference = 34.4m (95%CI 12.8 to 56.0, I2 72%, P = 0.002)). Smoking cessation was greater in the prehabilitation group before surgery (RR 2.9, 95% CI 1.7 to 4.8, I2 84%), and this was sustained at 12 months post-surgery (RR 1.74 (95% CI 1.20 to 2.55, I2 43%, Tau2 0.09, p = 0.004)There was no difference in pre-surgery quality of life (n = 12 trials) or BMI (n = 4 trials). CONCLUSIONS Behavioural prehabilitation interventions reduced length of stay by 1.5 days, although in sensitivity analysis the difference was only found for Prehabilitation interventions for lung cancer. Prehabilitation can improve functional capacity and smoking outcomes just before surgery. That improvements in smoking outcomes were sustained at 12-months post-surgery suggests that the surgical encounter holds promise as a teachable moment for longer-term behavioural change. Given the paucity of data on the effects on other behavioural risk factors, more research grounded in behavioural science and with longer-term follow-up is needed to further investigate this potential.
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Affiliation(s)
- Mackenzie Fong
- NIHR Applied Research Collaboration, North East and North Cumbria, United Kingdom
- Population Health Sciences Institute, Newcastle University, Newcastle Upon Tyne, United Kingdom
| | - Eileen Kaner
- NIHR Applied Research Collaboration, North East and North Cumbria, United Kingdom
- Population Health Sciences Institute, Newcastle University, Newcastle Upon Tyne, United Kingdom
| | - Maisie Rowland
- Population Health Sciences Institute, Newcastle University, Newcastle Upon Tyne, United Kingdom
| | - Henrietta E Graham
- Centre for Lifestyle Medicine and Behaviour (CLiMB), The School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, United Kingdom
| | - Louise McEvoy
- Population Health Sciences Institute, Newcastle University, Newcastle Upon Tyne, United Kingdom
| | - Kate Hallsworth
- NIHR Newcastle BRC, Newcastle upon Hospitals NHS Foundation Trust, Newcastle Upon Tyne, United Kingdom
| | - Gabriel Cucato
- Faculty of Health and Life Sciences, Northumbria University, Newcastle Upon Tyne, United Kingdom
| | - Carla Gibney
- Population Health Sciences Institute, Newcastle University, Newcastle Upon Tyne, United Kingdom
| | - Martina Nedkova
- Population Health Sciences Institute, Newcastle University, Newcastle Upon Tyne, United Kingdom
| | - James Prentis
- Department of Perioperative and Critical Care Medicine, Freeman Hospital, Newcastle Upon Hospitals NHS Foundation Trust, Newcastle Upon Tyne, United Kingdom
| | - Claire D Madigan
- Centre for Lifestyle Medicine and Behaviour (CLiMB), The School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, United Kingdom
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Bae MI, Shim JK, Song JW, Ko SH, Choi YS, Kwak YL. Predictive Value of the Changes in Neutrophil-Lymphocyte Ratio for Outcomes After Off-Pump Coronary Surgery. J Inflamm Res 2023; 16:2375-2385. [PMID: 37288449 PMCID: PMC10243358 DOI: 10.2147/jir.s411057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 05/26/2023] [Indexed: 06/09/2023] Open
Abstract
Purpose The neutrophil-to-lymphocyte ratio (NLR) is an extensively analyzed prognostic inflammatory index in cardiac patients. The degree of change in NLR values before and after surgery (delta-NLR) can represent the inflammatory response induced by surgery and serve as a meaningful prognostic biomarker in surgical patients; however, this has not been well investigated. We aimed to investigate the predictive value of the perioperative NLR and delta-NLR for outcomes of off-pump coronary artery bypass (OPCAB) surgery by evaluating "days alive and out of hospital (DAOH)", a novel patient-centered outcome. Patients and Methods In this single-center retrospective study, perioperative data, including NLR data, from 1322 patients were analyzed. The primary endpoint was DOAH at 90 days postoperatively (DAOH 90), and the secondary endpoint was long-term mortality. Linear regression analysis and Cox regression analysis were performed to identify independent risk factors for the endpoints. In addition, Kaplan-Meier survival curves were plotted to assess long-term mortality. Results The median NLR values significantly increased from 2.2 (1.6-3.1) at baseline to 7.4 (5.4-10.3) postoperatively, with median delta-NLR values of 5.0 (3.2-7.6). Preoperative NLR and delta-NLR were independent risk factors for short DAOH 90 in the linear regression analysis. In Cox regression analysis, delta-NLR, but not preoperative NLR, was an independent risk factor for long-term mortality. When patients were divided into two groups according to delta-NLR, the high delta-NLR group had a shorter DAOH 90 than the low delta-NLR group. Kaplan-Meier curves showed higher long-term mortality in the high delta-NLR group than in the low delta-NLR group. Conclusion In OPCAB patients, preoperative NLR and delta-NLR were significantly associated with DAOH 90, and delta-NLR was an independent risk factor for long-term mortality, indicating their role in risk assessment, which is essential for perioperative management.
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Affiliation(s)
- Myung Il Bae
- Department of Anesthesiology and Pain Medicine, Anesthesia and Pain Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jae-Kwang Shim
- Department of Anesthesiology and Pain Medicine, Anesthesia and Pain Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jong Wook Song
- Department of Anesthesiology and Pain Medicine, Anesthesia and Pain Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Seo Hee Ko
- Department of Anesthesiology and Pain Medicine, Anesthesia and Pain Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Young Seo Choi
- Department of Anesthesiology and Pain Medicine, Anesthesia and Pain Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Young-Lan Kwak
- Department of Anesthesiology and Pain Medicine, Anesthesia and Pain Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
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Mottiar M, Burchell D, MacCormick H. Equity, Diversity, and Inclusion in anesthesiology: a primer. Can J Anaesth 2023; 70:1075-1089. [PMID: 37341898 DOI: 10.1007/s12630-023-02504-4] [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: 04/01/2022] [Revised: 03/07/2023] [Accepted: 03/09/2023] [Indexed: 06/22/2023] Open
Abstract
PURPOSE This continuing professional development module aims to elucidate the current demographics of anesthesiology in Canada and the experience of anesthesiologists from equity-seeking groups. This module will also identify and describe factors impacting the health care experience of patients from equity-seeking groups who receive perioperative, pain, and obstetric care. PRINCIPAL FINDINGS In recent years, discrimination based on sex, gender, race, ethnicity, sexual orientation, ability, other demographic factors, and the intersection of these identities have gained greater attention not only in our society at large but also within medicine and anesthesiology. The stark consequences of this discrimination for both anesthesiologists and patients from equity-seeking groups have become clearer in recent years, although the full scope of the problem is not fully understood. Data regarding the demographics of the national anesthesia workforce are lacking. Literature describing patient perspectives of various equity-seeking groups is also sparse, although increasing. Health disparities impacting people who are racialized, women, LGBTQIA+, and/or living with disability are also present in the perioperative context. CONCLUSION Discrimination and inequity persist in the Canadian health care system. It is incumbent upon us to actively work against these inequities every day to create a kinder and more just health care system in Canada.
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Affiliation(s)
- Miriam Mottiar
- Department of Anesthesiology & Pain Medicine, University of Ottawa, The Ottawa Hospital, Ottawa, ON, Canada.
- Division of Palliative Medicine, Department of Medicine, University of Ottawa, The Ottawa Hospital, 501 Smyth Rd, Room 1401, Ottawa, ON, K1H 8L6, Canada.
| | - Drew Burchell
- Women's & Obstetric Anesthesia, IWK Health Centre, Halifax, NS, Canada
- Department of Anesthesia, Pain Management & Perioperative Medicine, Dalhousie University, Halifax, NS, Canada
| | - Hilary MacCormick
- Women's & Obstetric Anesthesia, IWK Health Centre, Halifax, NS, Canada
- Department of Anesthesia, Pain Management & Perioperative Medicine, Dalhousie University, Halifax, NS, Canada
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15
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Devin CL, Shaffer VO. Social Determinants of Health and Impact in Perioperative Space. Clin Colon Rectal Surg 2023; 36:206-209. [PMID: 37113281 PMCID: PMC10125291 DOI: 10.1055/s-0043-1761155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
The Centers for Disease Control and Prevention (CDC) defines the social determinants of health (SDOH) as "the conditions in the environments where people are born, live, learn, work, play, worship, and age that affect a range of health, functioning, and quality-of-life outcomes and risks," which includes economic stability, access to quality health care, and physical environment. There is increasing evidence that SDOH have an impact in shaping a patient's access and recovery from surgery. This review evaluates the role surgeons play in reducing these disparities.
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Affiliation(s)
- Courtney L. Devin
- Department of Surgery, Emory University School of Medicine, Atlanta, Georgia
| | - Virginia O. Shaffer
- Department of Surgery, Emory University School of Medicine, Atlanta, Georgia
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Ribeiro T, Mahar A, Jerath A, Bondzi-Simpson A, Barabash V, Barr AA, Wright FC, Kosyachkova E, Deleemans J, Coburn NG, Hallet J. Novel patient-centred outcome in cancer care, days at home: a scoping review protocol. BMJ Open 2023; 13:e071201. [PMID: 36931670 PMCID: PMC10030791 DOI: 10.1136/bmjopen-2022-071201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Accepted: 02/28/2023] [Indexed: 03/19/2023] Open
Abstract
INTRODUCTION Patient-centred care is valued by patients and providers. As management of cancer becomes increasingly complex, the value of providing care that incorporates an individual's values and preferences along with demographic and tumour factors is increasingly important. To improve care, patients with cancer need easily accessible information on the outcomes important to them. The patient-centred outcome, days at home (DAH), is based on a construct that measures the time a patient spends alive and out of hospitals and healthcare institutions. DAH is accurately measured from various data sources and has shown construct validity with many patient-centred outcomes. There is significant heterogeneity in terms used and definitions for DAH in cancer care. This scoping review aims to consolidate information on the outcome DAH in cancer care and to review definitions and terms used to date to guide future use of DAH as a patient-centred care, research and policy tool. METHODS AND ANALYSIS This scoping review protocol has been designed with joint guidance from the JBI Manual for Evidence Synthesis and the expanded framework from Arksey and O'Malley. We will systematically search MEDLINE, Embase and Scopus for studies measuring DAH, or equivalent, in the context of active adult cancer care. Broad inclusion criteria have been developed, given the recent introduction of DAH into cancer literature. Editorials, opinion pieces, case reports, abstracts, dissertations, protocols, reviews, narrative studies and grey literature will be excluded. Two authors will independently perform full-text selection. Data will be extracted, charted and summarised both qualitatively and quantitively. ETHICS AND DISSEMINATION No ethics approval is required for this scoping review. Results will be disseminated through scientific publication and presentation at relevant conferences.
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Affiliation(s)
- Tiago Ribeiro
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy Management and Evaluation, University of Toronto Dalla Lana School of Public Health, Toronto, Ontario, Canada
| | - Alyson Mahar
- School of Nursing, Queen's University, Kingston, Ontario, Canada
| | - Angela Jerath
- Institute of Health Policy Management and Evaluation, University of Toronto Dalla Lana School of Public Health, Toronto, Ontario, Canada
- Anesthesia, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Adom Bondzi-Simpson
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy Management and Evaluation, University of Toronto Dalla Lana School of Public Health, Toronto, Ontario, Canada
| | - Victoria Barabash
- Clinical Evaluative Sciences, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Austin A Barr
- Clinical Evaluative Sciences, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Frances C Wright
- Institute of Health Policy Management and Evaluation, University of Toronto Dalla Lana School of Public Health, Toronto, Ontario, Canada
- Division of Surgical Oncology, Sunnybrook Health Sciences Centre, Odette Cancer Centre, Toronto, Ontario, Canada
| | | | - Julie Deleemans
- Department of Oncology, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Natalie G Coburn
- Clinical Evaluative Sciences, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Division of Surgical Oncology, Sunnybrook Health Sciences Centre, Odette Cancer Centre, Toronto, Ontario, Canada
| | - Julie Hallet
- Clinical Evaluative Sciences, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Division of Surgical Oncology, Sunnybrook Health Sciences Centre, Odette Cancer Centre, Toronto, Ontario, Canada
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Lie JJ, Nabata K, Zhang JW, Zhao D, Park CM, Hameed SM, Dawe P, Hamilton TD. Factors associated with recurrent appendicitis after nonoperative management. Am J Surg 2023; 225:915-920. [PMID: 36925417 DOI: 10.1016/j.amjsurg.2023.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Revised: 02/23/2023] [Accepted: 03/06/2023] [Indexed: 03/14/2023]
Abstract
BACKGROUND The objective of this study is to identify predictors for recurrent appendicitis in patients with appendicitis previously treated nonoperatively. METHODS This is a prospective cohort study of all adult patients with appendicitis treated at a tertiary care hospital. Patient demographics, radiographic information, management, and clinical outcomes were recorded. The primary outcome was recurrent appendicitis within 6 months after discharge from the index admission. Given the competing risk of interval appendectomy, a time-to-event competing-risk analysis was performed. RESULTS Of the 699 patients presenting with appendicitis, 74 were treated nonoperatively (35 [47%] were women; median [IQR] age, 48 [33,64] years), and 21 patients (29%) had recurrent appendicitis. On univariate and multivariate analysis, presence of an appendicolith on imaging was the only factor associated with a higher risk of recurrent appendicitis (p = 0.02). CONCLUSIONS The presence of appendicolith was associated with an increased risk of developing recurrent appendicitis within 6 months.
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Affiliation(s)
- Jessica J Lie
- Division of General Surgery, Department of Surgery, University of British Columbia, Vancouver, BC, Canada; Harvard T.H. Chan School of Public Health, Boston, MA, USA.
| | - Kylie Nabata
- Division of General Surgery, Department of Surgery, University of British Columbia, Vancouver, BC, Canada.
| | - Jenny W Zhang
- Faculty of Science, University of British Columbia, Vancouver, BC, Canada.
| | - Darren Zhao
- Faculty of Science, University of British Columbia, Vancouver, BC, Canada.
| | - Chan Mi Park
- Harvard T.H. Chan School of Public Health, Boston, MA, USA; Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Harvard Medical School, Boston, MA, USA.
| | - S Morad Hameed
- Division of General Surgery, Department of Surgery, University of British Columbia, Vancouver, BC, Canada.
| | - Philip Dawe
- Division of General Surgery, Department of Surgery, University of British Columbia, Vancouver, BC, Canada.
| | - Trevor D Hamilton
- Division of General Surgery, Department of Surgery, University of British Columbia, Vancouver, BC, Canada.
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Mistry M, Boyle L, Taylor E, Campbell D. Development and validation of a national perioperative mortality risk model for pediatric surgery: The New Zealand pediatric surgical risk tool (NZRISK-pediatric): NZRISK-Pediatric. J Pediatr Surg 2023; 58:524-531. [PMID: 35970677 DOI: 10.1016/j.jpedsurg.2022.07.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Revised: 07/04/2022] [Accepted: 07/18/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND Risk prediction models are well established as an adjunct to perioperative decision making, but few exist for pediatric surgical outcomes. The majority of risk tools do not feature Australasian data and do not estimate mortality risk beyond 30-days. Our aim was to develop and validate a model for mortality risk prediction in children (age <18yrs) at 30-days, 90-days and 1 year following all types of surgery using a national database. METHODS AND RESULTS The New Zealand Ministry of Health National Minimum Dataset was accessed to obtain clinical and demographic data for all children having surgery between June 1st 2011 and July 1st 2016. Three quarters of the data were used to derive 3 models to predict 30-day, 90-day and 1-year mortality risk, and the remaining data used for validation. We constructed 3 models using data from 135 217 patients, validating a total of 11 covariates for risk prediction. Included were neonate, prematurity, ASA-PS status, heart and lung disease, active malignancy, sepsis, surgical type, surgical severity score, surgical urgency, ethnicity and socioeconomic deprivation. All models showed excellent discrimination (area under the receiver operating characteristic curve (AUROC) values of 0.947, 0.933 and 0.908 respectively) and calibration statistics (calibration slopes of 0.778, 1.125, 1.153, Brier scores of 0.001, 0.002, 0.003 respectively). CONCLUSION Combining objective data with severity indices, NZRISK-Paed presents a risk stratification model which is intuitive and practical. Application of 30-day, 90-day and 1-year percentage mortality risk aids in longer-term planning, shared decision-making and allocation of resource to the individual and to high needs populations. Risk prediction tools add an objective measure to pre-operative assessment but few exist for pediatric surgery and none predict mortality beyond 30-days.
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Affiliation(s)
- Manisha Mistry
- Pediatric Anesthesia Fellow, Starship Children's Health, 2 Park Road, Grafton, Auckland 1023, New Zealand.
| | - Luke Boyle
- PhD Candidate, Department of Statistics, The University of Auckland, Auckland 1023, New Zealand
| | - Elsa Taylor
- Specialist Pediatric Anesthetist, Department of Pediatric Anesthesia, Starship Children's Health, 2 Park Rd, Grafton, Auckland 1023, New zealand
| | - Douglas Campbell
- Specialist Anesthetist, Department of Anesthesia and Perioperative Medicine, Auckland City Hospital, 2 Park Road, Grafton, Auckland 1023, New Zealand
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Sachdeva M, Troup A, Jeffs L, Matelski J, Bell CM, Okrainec K. "I Had Bills to Pay": a Mixed-Methods Study on the Role of Income on Care Transitions in a Public-Payer Healthcare System. J Gen Intern Med 2023; 38:1606-1614. [PMID: 36697926 DOI: 10.1007/s11606-023-08024-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 12/30/2022] [Indexed: 01/26/2023]
Abstract
BACKGROUND Income disparities may affect patients' care transition home. Evidence among patients who have access to publicly funded healthcare coverage remains limited. OBJECTIVE To evaluate the association between low income and post-discharge health outcomes and explore patient and caregiver perspectives on the role of income disparities. DESIGN Mixed-methods secondary analysis conducted among participants in a double-blind randomized controlled trial. PARTICIPANTS Participants from a multicenter study in Ontario, Canada, were classified as low income if annual self-reported salary was below $29,000 CAD, or between $30,000 and $50,000 CAD and supported ≥ 3 individuals. MAIN MEASURES The associations between low income and the following self-reported outcomes were evaluated using multivariable logistic regression: patient experience, adherence to medications, diet, activity and follow-up, and the aggregate of emergency department (ED) visits, readmission, or death up to 3 months post-discharge. A deductive direct content analysis of patient and caregivers on the role of income-related disparities during care transitions was conducted. KEY RESULTS Individuals had similar odds of reporting high patient experience and adherence to instructions regardless of reported income. Compared to higher income individuals, low-income individuals also had similar odds of ED visits, readmissions, and death within 3 months post-discharge. Low-income individuals were more likely than high-income individuals to report understanding their medications completely (OR 1.9, 95% CI: 1.0-3.4) in fully adjusted regression models. Two themes emerged from 25 interviews which (1) highlight constraints of publicly funded services and costs incurred to patients or their caregivers along with (2) the various ways patients adapt through caregiver support, private services, or prioritizing finances over health. CONCLUSIONS There were few quantitative differences in patient experience, adherence, ED visits, readmissions, and death post-discharge between individuals reporting low versus higher income. Several hidden costs for transportation, medications, and home care were reported however and warrant further research.
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Affiliation(s)
- Muskaan Sachdeva
- Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Amy Troup
- Toronto General Hospital Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Lianne Jeffs
- Lunenfeld-Tanenbaum Research Institute Sinai Health, Toronto, Ontario, Canada
| | - John Matelski
- Biostatistics Research Unit, University Health Network, Toronto, Ontario, Canada
| | - Chaim M Bell
- Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.,Lunenfeld-Tanenbaum Research Institute Sinai Health, Toronto, Ontario, Canada.,Department of Medicine, Sinai Health System, Toronto, Ontario, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Karen Okrainec
- Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada. .,Toronto General Hospital Research Institute, University Health Network, Toronto, Ontario, Canada. .,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada. .,Department of Medicine, University Health Network, Toronto, Ontario, Canada. .,Toronto Western Hospital, 399 Bathurst Street, 8EW-408, Toronto, Ontario, M5T 2S8, Canada.
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20
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Frasco PE, Mathur AK, Chang YH, Alvord JM, Poterack KA, Khurmi N, Bauer I, Aqel B. Days alive and out of hospital after liver transplant: comparing a patient-centered outcome between recipients of grafts from donation after circulatory and brain deaths. Am J Transplant 2023; 23:55-63. [PMID: 36695622 DOI: 10.1016/j.ajt.2022.10.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 10/13/2022] [Accepted: 10/15/2022] [Indexed: 01/13/2023]
Abstract
We retrospectively compared outcomes between recipients of donation after circulatory death (DCD) and donation after brain death (DBD) liver allografts using days alive and out of hospital (DAOH), a composite outcome of mortality, morbidity, and burden of care from patient perspective. The initial length of stay and duration of any subsequent readmission for the first year after liver transplantation were recorded. Donor category and perioperative and intraoperative characteristics pertinent to liver transplantation were included. The primary outcome was DAOH365. Secondary outcomes included early allograft dysfunction and hepatic arterial and biliary complications. Although the incidence of both early allograft dysfunction (P < .001) and ischemic cholangiopathy (P < .001) was significantly greater in the recipients of DCD, there were no significant differences in the length of stay and DAOH365. The median DAOH365 was 355 days for recipients of DBD allografts and 353 days for recipients of DCD allografts (P = .34). Increased transfusion burden, longer cold ischemic time, and non-White recipients were associated with decreased DAOH. There were no significant differences in graft failure (P = .67), retransplantation (P = .67), or 1-year mortality (P = .96) between the 2 groups. DAOH is a practical and attainable measure of outcome after liver transplantation. This metric should be considered for quality measurement and reporting in liver transplantation.
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Affiliation(s)
- Peter E Frasco
- Department of Anesthesiology, Mayo Clinic Arizona, Phoenix, Arizona, USA.
| | - Amit K Mathur
- Department of Transplantation Surgery, Mayo Clinic Arizona, Phoenix, Arizona, USA
| | - Yu-Hui Chang
- Department of Quantitative Health Sciences, Mayo Clinic Arizona, Phoenix, Arizona, USA
| | - Jeremy M Alvord
- Department of Anesthesiology, Mayo Clinic Arizona, Phoenix, Arizona, USA
| | - Karl A Poterack
- Department of Anesthesiology, Mayo Clinic Arizona, Phoenix, Arizona, USA
| | - Narjeet Khurmi
- Department of Anesthesiology, Mayo Clinic Arizona, Phoenix, Arizona, USA
| | - Isabel Bauer
- Department of Anesthesiology, Mayo Clinic Arizona, Phoenix, Arizona, USA
| | - Bashar Aqel
- Department of Transplant Hepatology, Mayo Clinic Arizona, Phoenix, Arizona, 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: 13] [Impact Index Per Article: 13.0] [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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Arora A, Wague A, Srinivas R, Callahan M, Peterson TA, Theologis AA, Berven S. Risk factors for extended length of stay and non-home discharge in adults treated with multi-level fusion for lumbar degenerative pathology and deformity. Spine Deform 2022; 11:685-697. [PMID: 36520257 PMCID: PMC10147745 DOI: 10.1007/s43390-022-00620-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Accepted: 11/17/2022] [Indexed: 12/23/2022]
Abstract
PURPOSE To identify independent risk factors, including the Risk Assessment and Prediction Tool (RAPT) score, associated with extended length of stay (eLOS) and non-home discharge following elective multi-level instrumented spine fusion operations for diagnosis of adult spinal deformity (ASD) and lumbar degenerative pathology. METHODS Adults who underwent multi-level ([Formula: see text] segments) instrumented spine fusions for ASD and lumbar degenerative pathology at a single institution (2016-2021) were reviewed. Presence of a pre-operative RAPT score was used as an inclusion criterion. Excluded were patients who underwent non-elective operations, revisions, operations for trauma, malignancy, and/or infections. Outcomes were eLOS (> 7 days) and discharge location (home vs. non-home). Predictor variables included demographics, comorbidities, operative information, Surgical Invasiveness Index (SII), and RAPT score. Fisher's exact test was used for univariate analysis, and significant variables were implemented in multivariate binary logistic regression, with generation of 95% percent confidence intervals (CI), odds ratios (OR), and p-values. RESULTS Included for analysis were 355 patients. Post-operatively, 36.6% (n = 130) had eLOS and 53.2% (n = 189) had a non-home discharge. Risk factors significant for a non-home discharge were older age (> 70 years), SII > 36, pre-op RAPT < 10, DMII, diagnosis of depression or anxiety, and eLOS. Risk factors significant for an eLOS were SII > 20, RAPT < 6, and an ASA score of 3. CONCLUSION The RAPT score and SII were most important significant predictors of eLOS and non-home discharges following multi-level instrumented fusions for lumbar spinal pathology and deformity. Preoperative optimization of the RAPT's individual components may provide a useful strategy for decreasing LOS and modifying discharge disposition.
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Affiliation(s)
- Ayush Arora
- Department of Orthopaedic Surgery, University of California - San Francisco (UCSF), San Francisco, 500 Parnassus Ave, MUW320W, San Francisco, CA, USA
| | - Aboubacar Wague
- Department of Orthopaedic Surgery, University of California - San Francisco (UCSF), San Francisco, 500 Parnassus Ave, MUW320W, San Francisco, CA, USA
| | - Ravi Srinivas
- Department of Orthopaedic Surgery, University of California - San Francisco (UCSF), San Francisco, 500 Parnassus Ave, MUW320W, San Francisco, CA, USA
| | - Matt Callahan
- Department of Orthopaedic Surgery, University of California - San Francisco (UCSF), San Francisco, 500 Parnassus Ave, MUW320W, San Francisco, CA, USA
| | - Thomas A Peterson
- Department of Orthopaedic Surgery, University of California - San Francisco (UCSF), San Francisco, 500 Parnassus Ave, MUW320W, San Francisco, CA, USA.,Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA
| | - Alekos A Theologis
- Department of Orthopaedic Surgery, University of California - San Francisco (UCSF), San Francisco, 500 Parnassus Ave, MUW320W, San Francisco, CA, USA
| | - Sigurd Berven
- Department of Orthopaedic Surgery, University of California - San Francisco (UCSF), San Francisco, 500 Parnassus Ave, MUW320W, San Francisco, CA, USA.
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Hallet J, Tillman B, Zuckerman J, Guttman MP, Chesney T, Mahar AL, Chan WC, Coburn N, Haas B. Association Between Frailty and Time Alive and At Home After Cancer Surgery Among Older Adults: A Population-Based Analysis. J Natl Compr Canc Netw 2022; 20:1223-1232.e9. [PMID: 36351336 DOI: 10.6004/jnccn.2022.7052] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 07/06/2022] [Indexed: 11/11/2022]
Abstract
BACKGROUND Although frailty is known to impact short-term postoperative outcomes, its long-term impact is unknown. This study examined the association between frailty and remaining alive and at home after cancer surgery among older adults. METHODS Adults aged ≥70 years undergoing cancer resection were included in this population-based retrospective cohort study using linked administrative datasets in Ontario, Canada. The probability of remaining alive and at home in the 5 years after cancer resection was evaluated using Kaplan-Meier methods. Extended Cox regression with time-varying effects examined the association between frailty and remaining alive and at home. RESULTS Of 82,037 patients, 6,443 (7.9%) had preoperative frailty. With median follow-up of 47 months (interquartile range, 23-81 months), patients with frailty had a significantly lower probability of remaining alive and at home 5 years after cancer surgery compared with those without frailty (39.1% [95% CI, 37.8%-40.4%] vs 62.5% [95% CI, 62.1%-63.9%]). After adjusting for age, sex, rural living, material deprivation, immigration status, cancer type, surgical procedure intensity, year of surgery, and receipt of perioperative therapy, frailty remained associated with increased hazards of not remaining alive and at home. This increase was highest 31 to 90 days after surgery (hazard ratio [HR], 2.00 [95% CI, 1.78-2.24]) and remained significantly elevated beyond 1 year after surgery (HR, 1.56 [95% CI, 1.48-1.64]). This pattern was observed across cancer sites, including those requiring low-intensity surgery (breast and melanoma). CONCLUSIONS Preoperative frailty was independently associated with a decreased probability of remaining alive and at home after cancer surgery among older adults. This relationship persisted over time for all cancer types beyond short-term mortality and the initial postoperative period. Frailty assessment may be useful for all candidates for cancer surgery, and these data can be used when counseling, selecting, and preparing patients for surgery.
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Affiliation(s)
- Julie Hallet
- 1Department of Surgery, University of Toronto, Toronto, Ontario
- 2Odette Cancer Centre - Sunnybrook Health Sciences Centre, Toronto, Ontario
- 3ICES, Toronto, Ontario
- 4Clinical Evaluative Sciences, Sunnybrook Research Institute, Toronto, Ontario
| | - Bourke Tillman
- 3ICES, Toronto, Ontario
- 5Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Ontario; and
| | - Jesse Zuckerman
- 1Department of Surgery, University of Toronto, Toronto, Ontario
- 3ICES, Toronto, Ontario
| | - Matthew P Guttman
- 1Department of Surgery, University of Toronto, Toronto, Ontario
- 3ICES, Toronto, Ontario
| | - Tyler Chesney
- 1Department of Surgery, University of Toronto, Toronto, Ontario
| | - Alyson L Mahar
- 3ICES, Toronto, Ontario
- 6Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | | | - Natalie Coburn
- 1Department of Surgery, University of Toronto, Toronto, Ontario
- 2Odette Cancer Centre - Sunnybrook Health Sciences Centre, Toronto, Ontario
- 3ICES, Toronto, Ontario
- 4Clinical Evaluative Sciences, Sunnybrook Research Institute, Toronto, Ontario
| | - Barbara Haas
- 1Department of Surgery, University of Toronto, Toronto, Ontario
- 3ICES, Toronto, Ontario
- 4Clinical Evaluative Sciences, Sunnybrook Research Institute, Toronto, Ontario
- 6Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
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Zeyl VG, Rivera Perla KM, Mabeza RMS, Rao V, Kalliainen LK. Characterizing the Association of Race and Insurance Status with Resource Utilization in Brachial Plexopathy Surgery. World Neurosurg 2022; 167:e204-e216. [PMID: 35948232 DOI: 10.1016/j.wneu.2022.07.121] [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: 05/06/2022] [Revised: 07/25/2022] [Accepted: 07/26/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND Understanding the link between socioeconomic status and immediate postoperative brachial plexus injury (BPI) management outcomes is critical to mitigating disparities and optimizing postoperative recovery plans. The present study aimed to elucidate the association between socioeconomic status and resource utilization following surgery for BPI. METHODS We conducted a cross-sectional study of adult patients (18 years) with a BPI diagnosis from the 2002-2017 National Inpatient Sample. Primary outcomes included home discharge rates, length of stay (LOS), and cost. We used multivariable regressions to analyze outcome measures. RESULTS A total of 23,755 BPI admissions were identified, 14.67% of whom received surgical intervention. Patients receiving Medicare had lower odds of home discharge compared with privately insured patients (adjusted odds ratio 0.65, 95% confidence interval 0.58-0.74; P < 0.001). Medicaid, Medicare, and uninsured patients had 6%-32% longer LOS than privately insured patients (P < 0.001, P = 0.004, and P = 0.006, respectively). Patients in the top income quartile had a 12% increase in costs compared with those in the bottom quartile (P < 0.001). Latinx and Other race groups had 11%-14% increased costs compared with White patients (Latinx P < 0.001, Other P = 0.003). CONCLUSIONS Differences in BPI resource utilization and allocation exist, from increased LOS among non-privately insured and non-White patients to increased BPI treatment costs among patients in higher-income quartiles. Further research is necessary to elucidate how these disparities exist and impact functional outcomes.
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Affiliation(s)
- Victoria G Zeyl
- Division of Plastic Surgery, The Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Krissia M Rivera Perla
- Department of Plastic and Reconstructive Surgery, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Russyan Mark S Mabeza
- David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA
| | - Vinay Rao
- Division of Plastic Surgery, The Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Loree K Kalliainen
- Division of Plastic Surgery, The Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA.
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25
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Wu KY, Gouda P, Wang X, Graham MM. Association of Frailty, Age, Socioeconomic Status, and Type of Surgery With Perioperative Outcomes in Patients Undergoing Noncardiac Surgery. JAMA Netw Open 2022; 5:e2224625. [PMID: 35904785 PMCID: PMC9338404 DOI: 10.1001/jamanetworkopen.2022.24625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
This cohort study examines the association of Hospital Frailty Risk Score classification, demographic characteristics, and type of surgery with risk of mortality among patients undergoing noncardiac surgery.
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Affiliation(s)
- Kai Yi Wu
- Mazankowski Alberta Heart Institute, Division of Cardiology, University of Alberta, Edmonton, Alberta, Canada
| | - Pishoy Gouda
- Mazankowski Alberta Heart Institute, Division of Cardiology, University of Alberta, Edmonton, Alberta, Canada
| | - Xiaoming Wang
- Research Facilitation, Alberta Health Services, Edmonton, Alberta, Canada
| | - Michelle M. Graham
- Mazankowski Alberta Heart Institute, Division of Cardiology, University of Alberta, Edmonton, Alberta, Canada
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Spurling LJ, Moonesinghe SR, Oliver CM. Validation of the days alive and out of hospital outcome measure after emergency laparotomy: a retrospective cohort study. Br J Anaesth 2022; 128:449-456. [PMID: 35012739 DOI: 10.1016/j.bja.2021.12.006] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 07/29/2021] [Accepted: 12/05/2021] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND Days alive and out of hospital (DAOH) is a composite, patient-centred outcome measure describing a patient's postoperative recovery, encompassing hospitalisation and mortality. DAOH is the number of days not in hospital over a defined postoperative period; patients who die have DAOH of zero. The Standardising Endpoints in Perioperative Medicine (StEP) group recommended DAOH as a perioperative outcome. However, DAOH has never been validated in patients undergoing emergency laparotomy. Here, we validate DAOH after emergency laparotomy and establish the optimal duration of observation. METHODS Prospectively collected data of patients having emergency laparotomy in England (December 1, 2013-November 30, 2017) were linked to national hospital admission and mortality records for the year after surgery. We evaluated construct validity by assessing DAOH variation with known perioperative risk factors and predictive validity for 1 yr mortality using a multivariate Bayesian mixed-effects logistic regression. The optimal postoperative DAOH period (30 or 90 days) was judged on distributional and pragmatic properties. RESULTS We analysed 78 921 records. The median 30-day DAOH (DAOH30) was 16 (inter-quartile range [IQR], 0-22) days and the median DAOH90 was 75 (46-82) days. DAOH was shorter in the presence of known perioperative risk factors. For patients surviving the first 30 postoperative days, shorter DAOH30 was associated with higher 1-yr mortality (odds ratio=0.94; 95% credible interval, 0.94-0.94). CONCLUSION DAOH is a valid, patient-centred outcome after emergency laparotomy. We recommend its use in clinical trials, quality assurance, and quality improvement, measured at 30 days as mortality heavily skews DAOH measured at 90 days and beyond.
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Affiliation(s)
- Leigh-James Spurling
- Surgical Outcomes Research Centre (SOuRCe), Centre for Perioperative Medicine, Division of Surgical and Interventional Science, University College London, London, UK; Department of Anaesthesia and Perioperative Medicine, University College London Hospitals, London, UK.
| | - S Ramani Moonesinghe
- Surgical Outcomes Research Centre (SOuRCe), Centre for Perioperative Medicine, Division of Surgical and Interventional Science, University College London, London, UK; Department of Anaesthesia and Perioperative Medicine, University College London Hospitals, London, UK
| | - C Matthew Oliver
- Surgical Outcomes Research Centre (SOuRCe), Centre for Perioperative Medicine, Division of Surgical and Interventional Science, University College London, London, UK; Department of Anaesthesia and Perioperative Medicine, University College London Hospitals, London, UK
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27
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OUP accepted manuscript. Eur J Cardiothorac Surg 2022; 62:6565350. [DOI: 10.1093/ejcts/ezac224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 03/22/2022] [Indexed: 11/14/2022] Open
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28
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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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29
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Larsen MHH, Scott SI, Channir HI, Madsen AKØ, Charabi BW, Rubek N, Tvedskov JF, Kehlet H, von Buchwald C. Days alive and out of hospital following transoral robotic surgery: Cohort study of 262 patients with head and neck cancer. Head Neck 2021; 43:3866-3874. [PMID: 34605110 DOI: 10.1002/hed.26880] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 07/20/2021] [Accepted: 09/13/2021] [Indexed: 12/09/2022] Open
Abstract
BACKGROUND Days alive and out of hospital (DAOH) is a validated outcome in clinical trials, since it reflects procedure-associated morbidity and mortality. Transoral robotic surgery (TORS) has become a widely adopted procedure with increasing demand for knowledge and data on morbidity. METHODS Retrospective single-center assessment of a prospective TORS database comprising patients treated for malignancy between 2013 and 2018 using DAOH to describe procedure- and disease-related morbidity the first 12-postoperative months. RESULTS For 262 patients, median DAOH365 was 357 days (IQR 351-360). Indications for TORS were (i) primary curative resection (61%), (ii) salvage resection (15%), and (iii) diagnostic work-up of cancer of unknown primary in the head and neck (24%). Median DAOH365 was 359 days (IQR 351-361 days), 348 days (IQR 233-355), and 357 days (351-361), respectively. Pneumonia had the highest impact in DAOH365 reduction. CONCLUSION Total median DAOH365 after TORS was 357 days. The main cause leading to DAOH365 reduction was pneumonia.
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Affiliation(s)
- Mikkel H H Larsen
- Department of Otorhinolaryngology - Head and Neck Surgery & Audiology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Susanne I Scott
- Department of Otorhinolaryngology - Head and Neck Surgery & Audiology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Hani I Channir
- Department of Otorhinolaryngology - Head and Neck Surgery & Audiology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Anne K Ø Madsen
- Department of Otorhinolaryngology - Head and Neck Surgery & Audiology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Birgitte W Charabi
- Department of Otorhinolaryngology - Head and Neck Surgery & Audiology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Niclas Rubek
- Department of Otorhinolaryngology - Head and Neck Surgery & Audiology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Jesper F Tvedskov
- Department of Otorhinolaryngology - Head and Neck Surgery & Audiology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Henrik Kehlet
- Department of Surgical Pathophysiology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Christian von Buchwald
- Department of Otorhinolaryngology - Head and Neck Surgery & Audiology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
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Moore MR, Mitchell SJ, Weller JM, Cumin D, Cheeseman JF, Devcich DA, Hannam JA, Merry AF. A retrospective audit of postoperative days alive and out of hospital, including before and after implementation of the WHO surgical safety checklist. Anaesthesia 2021; 77:185-195. [PMID: 34333761 DOI: 10.1111/anae.15554] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/30/2021] [Indexed: 11/28/2022]
Abstract
We implemented the World Health Organization surgical safety checklist at Auckland City Hospital from November 2007. We hypothesised that the checklist would reduce postoperative mortality and increase days alive and out of hospital, both measured to 90 postoperative days. We compared outcomes for cohorts who had surgery during 18-month periods before vs. after checklist implementation. We also analysed outcomes during 9 years that included these periods (July 2004-December 2013). We analysed 9475 patients in the 18-month period before the checklist and 10,589 afterwards. We analysed 57,577 patients who had surgery from 2004 to 2013. Mean number of days alive and out of hospital (95%CI) in the cohort after checklist implementation was 1.0 (0.4-1.6) days longer than in the cohort preceding implementation, p < 0.001. Ninety-day mortality was 395/9475 (4%) and 362/10,589 (3%) in the cohorts before and after checklist implementation, multivariable odds ratio (95%CI) 0.93 (0.80-1.09), p = 0.4. The cohort changes in these outcomes were indistinguishable from longer-term trends in mortality and days alive and out of hospital observed during 9 years, as determined by Bayesian changepoint analysis. Postoperative mortality to 90 days was 228/5686 (4.0%) for Māori and 2047/51,921 (3.9%) for non-Māori, multivariable odds ratio (95%CI) 0.85 (0.73-0.99), p = 0.04. Māori spent on average (95%CI) 1.1 (0.5-1.7) fewer days alive and out of hospital than non-Māori, p < 0.001. In conclusion, our patients experienced improving postoperative outcomes from 2004 to 2013, including the periods before and after implementation of the surgical checklist. Māori patients had worse outcomes than non-Māori.
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Affiliation(s)
- M R Moore
- University of Auckland, Auckland, New Zealand
| | - S J Mitchell
- University of Auckland, Auckland, New Zealand.,Department of Anaesthesia, Auckland City Hospital, Auckland, New Zealand
| | - J M Weller
- Department of Anaesthesia, Auckland City Hospital, Auckland, New Zealand.,Centre for Medical and Health Sciences Education, School of Medicine, University of Auckland, Auckland, New Zealand
| | - D Cumin
- University of Auckland, Auckland, New Zealand
| | | | - D A Devcich
- Department of Psychology, Auckland University of Technology, Auckland, New Zealand
| | - J A Hannam
- Department of Pharmacology and Clinical Pharmacology, University of Auckland, Auckland, New Zealand
| | - A F Merry
- Department of Anaesthesia, Auckland City Hospital, Auckland, New Zealand.,Department of Anaesthesiology, University of Auckland, Auckland, New Zealand
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Shannon AB, Straker RJ, Fraker DL, Roses RE, Miura JT, Karakousis GC. Ninety-day mortality after total gastrectomy for gastric cancer. Surgery 2021; 170:603-609. [PMID: 33789812 DOI: 10.1016/j.surg.2021.02.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 01/15/2021] [Accepted: 02/01/2021] [Indexed: 12/23/2022]
Abstract
BACKGROUND Total gastrectomy for gastric cancer is associated with significant 30-day mortality, but this endpoint may underestimate the short-term mortality of the procedure. METHODS Retrospective analysis was performed using the National Cancer Database (2004-2015). Patients who underwent total gastrectomy for stage I to III gastric adenocarcinoma were identified and divided into cohorts based on 90-day mortality. Predictors of mortality were analyzed using multivariable logistic regression, and annual trends in mortality rates were calculated by Joinpoint Regression. RESULTS Of the 5,484 patients who underwent total gastrectomy, 90-day and 30-day mortality rates were 9.1% and 4.7%, respectively. Factors associated with 90-day mortality included increasing age (odds ratio 1.0, P < .001), income below the median (odds ratio 1.2, P = .039), Charlson-Deyo score ≥2 (odds ratio 1.4, P = .039), treatment at low-volume facilities (odds ratio 1.5, P < .001), N1 (odds ratio 2.0, P < .001), N2 (odds ratio 2.0, P < .001), or N3 (odds ratio 2.7, P < .001) stage disease, having <16 lymph nodes harvested (odds ratio 1.5, P < .001), and lack of treatment with chemotherapy (3.7, P < .001). Lack of health insurance (odds ratio 4.1, P = .080), and positive microscopic margins (odds ratio 1.3, P = .080) were correlated, but not significantly associated, with 90-day mortality. The 90-day mortality rate significantly declined from 14.3% in 2004 to 7.9% in 2015 (P = .006), and the 30-day mortality rate significantly declined from 7.7% in 2004 to 4.8% in 2015 (P = .009). CONCLUSION Nearly half of the deaths within 90 days after total gastrectomy for cancer occur beyond 30 days postoperative. Ninety-day mortality has improved over time, but rates remain high, suggesting the need for improved out-of-hospital postoperative care beyond 30 days.
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Affiliation(s)
- Adrienne B Shannon
- Department of Surgery, Hospital of the University of Pennsylvania, Pennsylvania, PA
| | - Richard J Straker
- Department of Surgery, Hospital of the University of Pennsylvania, Pennsylvania, PA
| | - Douglas L Fraker
- Division of Endocrine and Oncologic Surgery, Department of Surgery, Hospital of the University of Pennsylvania, Pennsylvania, PA
| | - Robert E Roses
- Division of Endocrine and Oncologic Surgery, Department of Surgery, Hospital of the University of Pennsylvania, Pennsylvania, PA
| | - John T Miura
- Division of Endocrine and Oncologic Surgery, Department of Surgery, Hospital of the University of Pennsylvania, Pennsylvania, PA
| | - Giorgos C Karakousis
- Division of Endocrine and Oncologic Surgery, Department of Surgery, Hospital of the University of Pennsylvania, Pennsylvania, PA.
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Larsen MHH, Scott SI, Kehlet H, von Buchwald C. Days alive and out of hospital a validated patient-centred outcome to be used for patients undergoing transoral robotic surgery: protocol and perspectives. Acta Otolaryngol 2021; 141:95-98. [PMID: 33107363 DOI: 10.1080/00016489.2020.1814964] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
BACKGROUND Days Alive and Out of Hospital (DAOH) has been validated as a suitable clinical trial outcome. It can be used as a proxy for surgical quality and reflects both procedure specific morbidity and mortality. AIMS/OBJECTIVES We propose DAOH as a supplement to established patient-related and objective outcomes, since it adds information on health care burden. Two upcoming studies incorporating DAOH are planned and will report DAOH for patients undergoing transoral robotic surgery. METHODS Firstly, a multicentre national prospective cohort study investigating DAOH with a 1-year follow-up after TORS is planned. Secondly a retrospective study of DAOH with a 1-year follow-up period will be performed using our institute's, the largest TORS center in Scandinavia, transoral robotic surgery (TORS) database. The database consists of more than 250 patients with more than 300 procedures performed between 2013 and 2018. CONCLUSION AND SIGNIFICANCE The planned studies of DAOH may, when applied to TORS, contribute to a better interpretation of post-treatment morbidity and provide a basis for further interventional studies to enhance recovery, perioperative optimization, and serve as a comparison tool between treatment modalities.
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Affiliation(s)
- Mikkel Hjordt Holm Larsen
- Department of Otorhinolaryngology, Head and Neck Surgery & Audiology, Rigshospitalet, Copenhagen, Denmark
| | - Susanne Irene Scott
- Department of Otorhinolaryngology, Head and Neck Surgery & Audiology, Rigshospitalet, Copenhagen, Denmark
| | - Henrik Kehlet
- Section for Surgical Pathophysiology, Rigshospitalet, Copenhagen, Denmark
| | - Christian von Buchwald
- Department of Otorhinolaryngology, Head and Neck Surgery & Audiology, Rigshospitalet, Copenhagen, Denmark
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Wan YI, McGuckin D, Fowler AJ, Prowle JR, Pearse RM, Moonesinghe SR. Socioeconomic deprivation and long-term outcomes after elective surgery: analysis of prospective data from two observational studies. Br J Anaesth 2020; 126:642-651. [PMID: 33220938 DOI: 10.1016/j.bja.2020.10.019] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 10/01/2020] [Accepted: 10/18/2020] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Socioeconomic deprivation is associated with health inequalities. We explored relationships between socioeconomic group and outcomes after elective surgery in the UK National Health Service (NHS). METHODS We combined data from two observational studies in 115 NHS hospitals and determined socioeconomic group using the Index of Multiple Deprivation (IMD) quintiles based on place of residence. Postoperative complications and 3-yr survival were assessed using logistic and Cox regression. Univariate analyses were adjusted for age differences between IMD quintiles. Multivariable analyses were used to account for other baseline risk factors including sex and comorbid disease. Results are reported as n (%), hazard ratios (HR) or odds ratios (OR) with 95% confidence intervals. RESULTS Postoperative complications developed in 971/9051 patients (10.7%) and 1597/9043 patients (17.7%) died within 3 yr. Complication rates increased with deprivation (reference group least-deprived IMD5): IMD1 (OR=1.44 [1.17-1.78]; P<0.001), IMD2 (OR=1.38 [1.12-1.70]; P<0.01), IMD3 (OR=1.09 [0.88-1.35]: P=0.44), IMD4 (OR=0.89 [0.71-1.11]; P=0.30). More patients from the most deprived quintile died (IMD1) (n=349, 18.8%) compared with the least deprived (IMD5) (n=297, 15.9%) with a trend across the socioeconomic spectrum (P=0.01). After age adjustment, patients in the most deprived areas experienced reduced 3-yr survival: IMD1 (HR=1.43 [1.23-1.67]; P<0.0001), IMD2 (HR=1.35 [1.15-1.57]; P<0.001), IMD3 (HR=1.04 [0.89-1.23]; P=0.60), and IMD4 (HR=1.11 [0.95-1.30]; P=0.19). This finding persisted in risk-adjusted analyses. Increased complication rates only partially explained this reduced survival. CONCLUSIONS Socioeconomic deprivation is associated with worse long-term outcomes after elective surgery. This risk factor should be considered when planning perioperative care for patients from deprived areas.
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Affiliation(s)
- Yize I Wan
- William Harvey Research Institute, Queen Mary University of London, London, UK; Acute Critical Care Research Team, Barts Health NHS Trust, London, UK.
| | - Dermot McGuckin
- Centre for Perioperative Medicine, Department of Targeted Intervention, UK; Surgical Outcomes Research Centre, University College London, London, UK
| | - Alexander J Fowler
- William Harvey Research Institute, Queen Mary University of London, London, UK; Acute Critical Care Research Team, Barts Health NHS Trust, London, UK
| | - John R Prowle
- William Harvey Research Institute, Queen Mary University of London, London, UK; Acute Critical Care Research Team, Barts Health NHS Trust, London, UK
| | - Rupert M Pearse
- William Harvey Research Institute, Queen Mary University of London, London, UK; Acute Critical Care Research Team, Barts Health NHS Trust, London, UK
| | - S Ramani Moonesinghe
- Centre for Perioperative Medicine, Department of Targeted Intervention, UK; Surgical Outcomes Research Centre, University College London, London, UK; Health Services Research Centre, National Institute of Academic Anaesthesia, London, UK
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Jerath A, Sutherland J, Austin PC, Ko DT, Wijeysundera HC, Fremes S, Karanicolas P, McCormack D, Wijeysundera DN. Delayed discharge after major surgical procedures in Ontario, Canada: a population-based cohort study. CMAJ 2020; 192:E1440-E1452. [PMID: 33199451 DOI: 10.1503/cmaj.200068] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/29/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Addressing nonmedical reasons for delays in hospital discharge is important for improving the flow of patients through acute care hospital beds. Because this problem is understudied among adult surgical patients, we examined the incidence of and identified factors associated with delayed hospital discharge after major elective and emergency surgical procedures in acute care institutions. METHODS Using health administrative data, we retrospectively compared adults with and without delayed discharge after 18 major elective and emergency surgical procedures between 2006 and 2016 in Ontario hospitals. We identified delayed discharge using the alternate level of care code, applied to patients who are medically fit for discharge but remain in an acute care hospital bed. We used hierarchical logistic regression modelling to determine factors associated with delayed discharge. RESULTS Our cohort included 595 782 patients who underwent elective procedures and 180 478 who underwent emergency procedures. Delayed discharge accounted for 635 607 hospital days, of which 81.7% were related to admissions for emergency surgery. Delayed discharge affected 3.1% of patients who underwent elective surgery and 19.6% of those who underwent emergency procedures. Days attributed to delayed discharge formed about one-third of patients' total hospital stay for both surgical groups. The rate of delayed discharge across surgical specialties showed high variability (from 0.9% for lung resection or nephrectomy to 9.3% for peripheral arterial disease procedures in the elective surgery group, and from 3.8% for cardiac procedures to 33.8% for peripheral arterial disease procedures in the emergency surgery group). Risk factors for delayed discharge were older age, female sex, chronic disease burden and increasing hospital size. INTERPRETATION Delayed discharge for nonmedical reasons was more common after emergency surgery than after elective surgery, and rates varied across surgery type. Optimizing early discharge planning, evaluating the variation in delayed discharge at the hospital level and improving local access to community care services could be next steps to addressing this problem.
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Affiliation(s)
- Angela Jerath
- Sunnybrook Research Institute (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas), Division of Cardiology (Ko, H. Wijeysundera), Division of Cardiac Surgery (Fremes) and Department of General Surgery (Karanicolas), Sunnybrook Health Sciences Centre; Department of Anesthesia and Pain Medicine (Jerath, D. Wijeysundera), University of Toronto; ICES Central (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas, McCormack, D. Wijeysundera), Toronto, Ont.; School of Population and Public Health (Sutherland), University of British Columbia, Vancouver, BC; Li Ka Shing Knowledge Institute (D. Wijeysundera), St. Michael's Hospital, Toronto, Ont.
| | - Jason Sutherland
- Sunnybrook Research Institute (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas), Division of Cardiology (Ko, H. Wijeysundera), Division of Cardiac Surgery (Fremes) and Department of General Surgery (Karanicolas), Sunnybrook Health Sciences Centre; Department of Anesthesia and Pain Medicine (Jerath, D. Wijeysundera), University of Toronto; ICES Central (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas, McCormack, D. Wijeysundera), Toronto, Ont.; School of Population and Public Health (Sutherland), University of British Columbia, Vancouver, BC; Li Ka Shing Knowledge Institute (D. Wijeysundera), St. Michael's Hospital, Toronto, Ont
| | - Peter C Austin
- Sunnybrook Research Institute (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas), Division of Cardiology (Ko, H. Wijeysundera), Division of Cardiac Surgery (Fremes) and Department of General Surgery (Karanicolas), Sunnybrook Health Sciences Centre; Department of Anesthesia and Pain Medicine (Jerath, D. Wijeysundera), University of Toronto; ICES Central (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas, McCormack, D. Wijeysundera), Toronto, Ont.; School of Population and Public Health (Sutherland), University of British Columbia, Vancouver, BC; Li Ka Shing Knowledge Institute (D. Wijeysundera), St. Michael's Hospital, Toronto, Ont
| | - Dennis T Ko
- Sunnybrook Research Institute (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas), Division of Cardiology (Ko, H. Wijeysundera), Division of Cardiac Surgery (Fremes) and Department of General Surgery (Karanicolas), Sunnybrook Health Sciences Centre; Department of Anesthesia and Pain Medicine (Jerath, D. Wijeysundera), University of Toronto; ICES Central (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas, McCormack, D. Wijeysundera), Toronto, Ont.; School of Population and Public Health (Sutherland), University of British Columbia, Vancouver, BC; Li Ka Shing Knowledge Institute (D. Wijeysundera), St. Michael's Hospital, Toronto, Ont
| | - Harindra C Wijeysundera
- Sunnybrook Research Institute (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas), Division of Cardiology (Ko, H. Wijeysundera), Division of Cardiac Surgery (Fremes) and Department of General Surgery (Karanicolas), Sunnybrook Health Sciences Centre; Department of Anesthesia and Pain Medicine (Jerath, D. Wijeysundera), University of Toronto; ICES Central (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas, McCormack, D. Wijeysundera), Toronto, Ont.; School of Population and Public Health (Sutherland), University of British Columbia, Vancouver, BC; Li Ka Shing Knowledge Institute (D. Wijeysundera), St. Michael's Hospital, Toronto, Ont
| | - Stephen Fremes
- Sunnybrook Research Institute (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas), Division of Cardiology (Ko, H. Wijeysundera), Division of Cardiac Surgery (Fremes) and Department of General Surgery (Karanicolas), Sunnybrook Health Sciences Centre; Department of Anesthesia and Pain Medicine (Jerath, D. Wijeysundera), University of Toronto; ICES Central (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas, McCormack, D. Wijeysundera), Toronto, Ont.; School of Population and Public Health (Sutherland), University of British Columbia, Vancouver, BC; Li Ka Shing Knowledge Institute (D. Wijeysundera), St. Michael's Hospital, Toronto, Ont
| | - Paul Karanicolas
- Sunnybrook Research Institute (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas), Division of Cardiology (Ko, H. Wijeysundera), Division of Cardiac Surgery (Fremes) and Department of General Surgery (Karanicolas), Sunnybrook Health Sciences Centre; Department of Anesthesia and Pain Medicine (Jerath, D. Wijeysundera), University of Toronto; ICES Central (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas, McCormack, D. Wijeysundera), Toronto, Ont.; School of Population and Public Health (Sutherland), University of British Columbia, Vancouver, BC; Li Ka Shing Knowledge Institute (D. Wijeysundera), St. Michael's Hospital, Toronto, Ont
| | - Daniel McCormack
- Sunnybrook Research Institute (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas), Division of Cardiology (Ko, H. Wijeysundera), Division of Cardiac Surgery (Fremes) and Department of General Surgery (Karanicolas), Sunnybrook Health Sciences Centre; Department of Anesthesia and Pain Medicine (Jerath, D. Wijeysundera), University of Toronto; ICES Central (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas, McCormack, D. Wijeysundera), Toronto, Ont.; School of Population and Public Health (Sutherland), University of British Columbia, Vancouver, BC; Li Ka Shing Knowledge Institute (D. Wijeysundera), St. Michael's Hospital, Toronto, Ont
| | - Duminda N Wijeysundera
- Sunnybrook Research Institute (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas), Division of Cardiology (Ko, H. Wijeysundera), Division of Cardiac Surgery (Fremes) and Department of General Surgery (Karanicolas), Sunnybrook Health Sciences Centre; Department of Anesthesia and Pain Medicine (Jerath, D. Wijeysundera), University of Toronto; ICES Central (Jerath, Austin, Ko, H. Wijeysundera, Fremes, Karanicolas, McCormack, D. Wijeysundera), Toronto, Ont.; School of Population and Public Health (Sutherland), University of British Columbia, Vancouver, BC; Li Ka Shing Knowledge Institute (D. Wijeysundera), St. Michael's Hospital, Toronto, Ont
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Jerath A, Austin PC, McCormack D, Wijeysundera DN. Impact of postoperative intensive care unit utilization on postoperative outcomes in adults undergoing major elective noncardiac surgery. J Clin Anesth 2020; 62:109707. [PMID: 31951918 DOI: 10.1016/j.jclinane.2020.109707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 12/02/2019] [Accepted: 01/04/2020] [Indexed: 11/26/2022]
Abstract
OBJECTIVE There is a wide variation between hospitals with respect to rates of use of postoperative intensive care unit (ICU) after major noncardiac surgery. Whether ICU care improves patient-centered outcomes remains unknown. Days alive and out of hospital (DAH) is a novel patient-centered outcome that has been validated for surgical patients. We conducted a population-based cohort study to evaluate the association of hospital-level postoperative ICU use with DAH after select major elective noncardiac surgery. DESIGN Historical cohort study. SETTING Acute hospitals in Ontario, Canada. PATIENTS Adults aged ≥40 years who underwent lower gastrointestinal, peripheral arterial disease and nephrectomy surgery between 2006 and 2016. INTERVENTION The main exposure was admission to ICU within 24 h after surgery. MEASUREMENT The primary outcome was DAH at 30 days (DAH30) and secondary outcomes were DAH at 90 and 180 days (DAH90 and DAH180). Hospitals were ranked into quartiles based on the hospital-specific proportion of patients admitted to ICU within 24 h post-surgery. Descriptive statistics and hierarchical multivariable quantile regression modeling were used to assess the unadjusted and adjusted association of hospital-level ICU use with the primary and secondary outcomes for each surgical procedure. MAIN RESULTS The cohort included 91,950 patients. Median DAH30 was 23 days for lower gastrointestinal resection, 24 days for peripheral arterial disease and 26 days for nephrectomy. Higher hospital-specific use of ICU use after surgery was not associated with improved DAH30, DAH90 or DAH180 for any surgical group. CONCLUSIONS Hospital-specific ICU admission practice showed no association with the patient-centered outcome of DAH in select elective major noncardiac surgical procedures.
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Affiliation(s)
- Angela Jerath
- Department of Anesthesia, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, M3200, Toronto, ON M4N 3M5, Canada; Department of Anesthesiology and pain management, University of Toronto, Room 1201, 123 Edward St, Toronto, Ontario M5G 1E2, Canada; ICES, 2075 Bayview Avenue, G-Wing, Toronto, Ontario M4N 3M5, Canada; Toronto General Hospital Research Institute, 200 Elizabeth St, Toronto, Ontario M5G 2C4, Canada; Sunnybrook Research Institute, 2075 Bayview Avenue, Toronto, ON, Canada.
| | - Peter C Austin
- ICES, 2075 Bayview Avenue, G-Wing, Toronto, Ontario M4N 3M5, Canada
| | - Daniel McCormack
- ICES, 2075 Bayview Avenue, G-Wing, Toronto, Ontario M4N 3M5, Canada
| | - Duminda N Wijeysundera
- Department of Anesthesiology and pain management, University of Toronto, Room 1201, 123 Edward St, Toronto, Ontario M5G 1E2, Canada; ICES, 2075 Bayview Avenue, G-Wing, Toronto, Ontario M4N 3M5, Canada; Li Ka Shing Knowledge Institute of St. Michael's Hospital, 30 Bond St, Toronto, Ontario M5B 1W8, Canada; Department of Anesthesia, St. Michael's Hospital, 30 Bond St, Toronto, Ontario M5B 1W8, Canada
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Sun W, Zhou H, Cheng M, Zhuang S, Qiu Z. Association between Socioeconomic Status and One-Month Mortality after Surgery in 20 Primary Solid Tumors: a Pan-Cancer Analysis. J Cancer 2020; 11:5449-5455. [PMID: 32742492 PMCID: PMC7391197 DOI: 10.7150/jca.46088] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Accepted: 06/23/2020] [Indexed: 02/05/2023] Open
Abstract
Background: Surgery is the main therapy for primary solid tumors. One-month postoperative mortality remains an important criterion for assessing the quality of surgery. Socioeconomic status (SES) plays an important role in the biopsychosocial medical model. We performed a pan-cancer analysis to explore the relationship between SES and one-month mortality after surgery in 20 primary solid tumors. Methods: Eight SES factors and the top 20 common cancer sites were selected between 2007 and 2014 based on the Surveillance, Epidemiology, and End Results database. The primary outcome was that patients died within one month after surgery. The control group survived beyond one month. Multivariable logistic regression model, propensity score matching and subgroup analysis were used to detect the association. Results: There were 15980 (1.4%) patients who died within one month after surgery among 1132666 patients with primary solid cancers. Patients with unmarried status (aOR 1.516, 95% CI 1.462-1.573, P < 0.001), Medicaid/uninsured status (aOR 1.610, 95% CI 1.534-1.689, P < 0.001), low income (aOR 1.122, 95% CI 1.053-1.196, P < 0.001), low education (aOR 1.088, 95% CI 1.033-1.146, P = 0.001), or high poverty (aOR 1.085, 95% CI 1.026-1.147, P = 0.004) had high risks of one-month postoperative mortality. After propensity score matching and subgroup analysis, the effects of marriage and insurance on mortality were almost consistent with overall. Conclusions: There was a strong association between SES status and one-month postoperative mortality in primary solid tumors. Socioeconomically disadvantaged people had high risks of dying within one month after surgery. Unmarried or Medicaid/uninsured status were associated with much higher risks than other factors.
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Affiliation(s)
- Wei Sun
- Department of Anesthesiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Huaqiang Zhou
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China
| | - Minghua Cheng
- Department of Anesthesiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Shaohui Zhuang
- Department of Anesthesiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Zeting Qiu
- Department of Anesthesiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, People's Republic of China
- ✉ Corresponding author: Zeting Qiu, The First Affiliated Hospital of Shantou University Medical College, 57th Changping Road, 515000, Shantou, Guangdong, Peoples' Republic of China. Tel: +86-754-88259850. E-mail:. ORCID: 0000-0003-0182-2244
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