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Woelfle CA, Geller JA, Neuwirth AL, Sarpong NO, Shah RP, Cooper HJ. Scheduling and Vendor Consistency Improves Turnover Time Efficiency in Total Joint Arthroplasty. J Arthroplasty 2024; 39:2200-2204. [PMID: 38522802 DOI: 10.1016/j.arth.2024.03.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 03/13/2024] [Accepted: 03/15/2024] [Indexed: 03/26/2024] Open
Abstract
BACKGROUND Maximizing operative room (OR) efficiency is important for hospital efficiency, patient care, and positive surgeon and staff morale. Reducing turnover time (TOT) has become a popular focus to improve OR efficiency. The present study evaluated if TOT is influenced by changing case type, implant vendor, and/or laterality. METHODS In total, 444 turnovers from January to July 2023 were retrospectively analyzed. All turnovers were same-surgeon turnovers between primary arthroplasty cases in dedicated, overlapping rooms. Single linear regression models tested the predictability of TOT based on case type, vendor, and laterality. A multivariate multiple regression and 1-way Analyses of Variance analyzed variables against each other. Independent sample t-tests evaluated TOTs when all variables were the same or different. RESULTS Changing versus keeping the same case type increased TOT by 2.4 minutes (95% confidence interval [CI] = 0.7, 4.0; P = .004). Changing vendors increased TOT by 2.9 minutes (95% CI = 1.1, 4.7; P = .002). Laterality did not affect TOT, with a change of 0.9 minutes (95% CI = -0.6, 2.5; P = .229). Vendor (P = .030) independently predicted TOT when analyzed as a covariate with case type (P = .410). The TOT with same case type and vendor (mean 38.2 minutes; range, 22 to 62) was less than that of different case types and vendors (mean 41.4 minutes; range, 26 to 73) (P = .017). Mean TOT differed by 5.5 minutes when keeping all variables the same versus all different (P = .018). CONCLUSIONS Maintaining a consistent case type, vendor, and laterality had a synergistic effect in reducing TOT in arthroplasty ORs with the same primary surgeon running 2 overlapping rooms. Changing vendor representatives was found to independently predict TOT increases, which is likely attributed to a disruption in workflow and collaboration of the multidisciplinary OR team. LEVEL OF EVIDENCE Level III.
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Affiliation(s)
- Catelyn A Woelfle
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, New York
| | - Jeffrey A Geller
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, New York
| | - Alexander L Neuwirth
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, New York
| | - Nana O Sarpong
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, New York
| | - Roshan P Shah
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, New York
| | - H John Cooper
- Department of Orthopedic Surgery, Columbia University Irving Medical Center, New York, New York
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Witmer HDD, Keçeli Ç, Morris-Levenson JA, Dhiman A, Kratochvil A, Matthews JB, Adelman D, Turaga KK. Operative Team Familiarity and Specialization at an Academic Medical Center. Ann Surg 2023; 277:e1006-e1017. [PMID: 35796435 DOI: 10.1097/sla.0000000000005463] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To propose a framework for quantification of surgical team familiarity. BACKGROUND Operating room (OR) teamwork quality is associated with familiarity among team members and their individual specialization. We describe novel measures of OR team familiarity and specialty experience. METHODS Surgeon-scrub (SS) and surgeon-circulator (SC) teaming scores, defined as the pair's proportion of interactions relative to the surgeon's total cases in the preceding 6 months were calculated between 2017 and 2021 at an academic medical center. Nurse service-line (SL) experience scores were defined as the proportion of a nurse's cases performed within the given specialty. SS, SC, and nurse-SL scores were analyzed by specialty, case urgency, robotic approach, and surgeon academic rank. Two-sample Kolmogorov-Smirnov tests were used to determine heterogeneity between distributions. RESULTS A total of 37,364 operations involving 150 attending surgeons and 222 nurses were analyzed. Median SS and SC scores were 0.08 (interquartile range: 0.03-0.19) and 0.06 (interquartile range: 0.03-0.13), respectively. Higher margin SLs, senior faculty rank, elective, and robotic cases were associated with greater SS, SC, and nurse-SL scores ( P <0.001). CONCLUSIONS These novel measures of teaming and specialization illustrate the low levels of OR team familiarity and objectively highlight differences that necessitate a deliberate evaluation of current OR scheduling practices.
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Affiliation(s)
- Hunter D D Witmer
- Department of Surgery, University of Chicago Medicine, Chicago, IL
- Booth School of Business, University of Chicago, Chicago, IL
| | - Çağla Keçeli
- Booth School of Business, University of Chicago, Chicago, IL
| | | | - Ankit Dhiman
- Department of Surgery, University of Chicago Medicine, Chicago, IL
| | - Amber Kratochvil
- Perioperative Services, University of Chicago Medicine, Chicago, IL
| | | | - Dan Adelman
- Booth School of Business, University of Chicago, Chicago, IL
| | - Kiran K Turaga
- Department of Surgery, University of Chicago Medicine, Chicago, IL
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Schouten AM, Flipse SM, van Nieuwenhuizen KE, Jansen FW, van der Eijk AC, van den Dobbelsteen JJ. Operating Room Performance Optimization Metrics: a Systematic Review. J Med Syst 2023; 47:19. [PMID: 36738376 PMCID: PMC9899172 DOI: 10.1007/s10916-023-01912-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 11/26/2022] [Indexed: 02/05/2023]
Abstract
Literature proposes numerous initiatives for optimization of the Operating Room (OR). Despite multiple suggested strategies for the optimization of workflow on the OR, its patients and (medical) staff, no uniform description of 'optimization' has been adopted. This makes it difficult to evaluate the proposed optimization strategies. In particular, the metrics used to quantify OR performance are diverse so that assessing the impact of suggested approaches is complex or even impossible. To secure a higher implementation success rate of optimisation strategies in practice we believe OR optimisation and its quantification should be further investigated. We aim to provide an inventory of the metrics and methods used to optimise the OR by the means of a structured literature study. We observe that several aspects of OR performance are unaddressed in literature, and no studies account for possible interactions between metrics of quality and efficiency. We conclude that a systems approach is needed to align metrics across different elements of OR performance, and that the wellbeing of healthcare professionals is underrepresented in current optimisation approaches.
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Affiliation(s)
- Anne M Schouten
- Biomedical Engineering Department, Technical University of Delft, Mekelweg 5, 2628 CD, Delft, the Netherlands.
| | - Steven M Flipse
- Science Education and Communication Department, Technical University of Delft, Mekelweg 5, 2628 CD, Delft, the Netherlands
| | - Kim E van Nieuwenhuizen
- Gynecology Department, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, the Netherlands
| | - Frank Willem Jansen
- Biomedical Engineering Department, Technical University of Delft, Mekelweg 5, 2628 CD, Delft, the Netherlands
- Gynecology Department, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, the Netherlands
| | - Anne C van der Eijk
- Operation Room Centre, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, the Netherlands
| | - John J van den Dobbelsteen
- Biomedical Engineering Department, Technical University of Delft, Mekelweg 5, 2628 CD, Delft, the Netherlands
- Gynecology Department, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, the Netherlands
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Applebaum JC, Kim EK, Rush M, Shah DK. Safety of Same-Day Discharge Versus Hospital Admission in Minimally Invasive Myomectomy. J Minim Invasive Gynecol 2023; 30:382-388. [PMID: 36708763 DOI: 10.1016/j.jmig.2023.01.007] [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: 12/04/2022] [Revised: 01/14/2023] [Accepted: 01/18/2023] [Indexed: 01/27/2023]
Abstract
STUDY OBJECTIVE To compare postoperative complication rates between same-day discharge patients and patients admitted to hospital after minimally invasive myomectomy, stratified by patient demographics and perioperative variables including myoma burden. DESIGN Retrospective cohort study. Setting Hospitals participating in the National Surgical Quality Improvement Program database from January 2015 to December 2019. PATIENTS Female patients aged ≥18 years undergoing minimally invasive myomectomy. INTERVENTIONS Patients were categorized into either the same-day discharge or admitted patient cohort. Univariate comparisons of demographics, perioperative variables, and 30-day postoperative complications were performed. Multivariate logistic regression was used to 1) identify demographic and perioperative factors associated with admission, and 2) compare postoperative complication rates of same-day discharge patients with those of admitted patients while adjusting for demographic and perioperative factors. MEASUREMENTS AND MAIN RESULTS Eight thousand one hundred patients were recruited during the study period. The overall rate of same-day discharge was 57.2% in 2015 and 65.0% in 2019. The same-day discharge rate was 64.6% for patients with a smaller myoma burden (1-4 fibroids and ≤250 grams, Current Procedural Terminology 58545) and 56.8% for larger myoma burden (≥5 fibroids or >250 grams, Current Procedural Terminology 58546). Age, race, American Society of Anesthesiologists classification III or IV, preoperative hematocrit <36%, hypertension, diabetes, bleeding disorder, and increasing operative time were associated with admission to hospital. After adjusting for these variables, composite postoperative complication rates were similar between admitted patients and patients who were discharged the same day regardless of myoma burden (adjusted OR [aOR], 0.66; 95% confidence interval [CI] 0.18-2.47 for low myoma burden and aOR, 0.91; 95% CI 0.18-4.63 for high myoma burden). Admitted patients with both low (aOR, 9.1; 95% CI 2.27-37.04) and high (aOR, 8.24; 95% CI 1.59-42.49) myoma burdens were significantly more likely to receive a blood transfusion compared to same-day discharge patients. CONCLUSION Same-day discharge after minimally invasive myomectomy, regardless of myoma burden, is associated with low complication rates. Our findings may aid in shared decision making on discharge planning.
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Affiliation(s)
- Jeremy C Applebaum
- Department of Obstetrics and Gynecology, Hospital of the University of Pennsylvania (Drs. Applebaum and Rush), Philadelphia, Pennsylvania.
| | - Edward K Kim
- Division of Urogynecology and Pelvic Reconstructive Surgery, Department of Obstetrics and Gynecology, Hospital of the University of Pennsylvania (Dr. Kim), Philadelphia, Pennsylvania
| | - Margaret Rush
- Department of Obstetrics and Gynecology, Hospital of the University of Pennsylvania (Drs. Applebaum and Rush), Philadelphia, Pennsylvania
| | - Divya K Shah
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Hospital of the University of Pennsylvania (Dr. Shah), Philadelphia, Pennsylvania
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Kim EK, Applebaum JC, Kravitz ES, Hinkle SN, Koelper NC, Andy UU, Harvie HS. "Every minute counts": association between operative time and post-operative complications for patients undergoing minimally invasive sacrocolpopexy. Int Urogynecol J 2023; 34:263-270. [PMID: 36418567 DOI: 10.1007/s00192-022-05412-1] [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] [Accepted: 11/04/2022] [Indexed: 11/27/2022]
Abstract
INTRODUCTION AND HYPOTHESIS Our aim was to assess whether operative time is independently associated with post-operative complications for minimally invasive sacrocolpopexy (MISCP). METHODS Using the National Surgical Quality Improvement Program (NSQIP) database, patients undergoing MISCP from 2015 to 2020 were identified by CPT code. The following data were extracted: demographics, concomitant procedures (hysterectomies, midurethral sling, and anterior or posterior repair), and post-operative complications. Complications were categorized into minor, major, and composite, modeled after the Clavien-Dindo classification. For analysis, covariates associated with operative time and composite complications were identified using a general linear model and Chi-squared or Fisher's exact test as appropriate. Then, adjusted spline regression was performed as a test of nonlinearity between operative time and composite complications. Adjusted relative risks of complications by 60-min increments were estimated using Poisson regression with robust error variance. RESULTS A total of 13,239 patients who underwent MISCP were analyzed. Overall, mean operative time (SD) was 189.5 (78.3) min. Post-operative complication rates were 2.6% for minor, 4.7% for major, and 7.3% for composite complications. Age, smoking, and sling were the only covariates associated with both operative time and post-operative complications. Adjusted spline regression demonstrated linearity (p<0.0001). With each 60-min increase in operative time, adjusted relative risks (95% CI) were 1.14 for composite (1.09, 1.19), 1.16 for minor (1.10, 1.21), and 1.11 (1.03, 1.20) for major complications. CONCLUSIONS Operative time is independently and linearly associated with post-operative complications for patients undergoing MISCP, even when adjusted for demographic variables and concomitant procedures.
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Affiliation(s)
- Edward K Kim
- Division of Urogynecology and Pelvic Reconstructive Surgery, Department of Obstetrics and Gynecology, University of Pennsylvania Perelman School of Medicine, 3400 Spruce Street, Philadelphia, PA, 19104, USA.
| | - Jeremy C Applebaum
- Department of Obstetrics and Gynecology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Elizabeth S Kravitz
- Department of Obstetrics and Gynecology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Stefanie N Hinkle
- Department of Biostatics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Nathanael C Koelper
- Center for Research on Reproductive and Women's Health, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Uduak U Andy
- Division of Urogynecology and Pelvic Reconstructive Surgery, Department of Obstetrics and Gynecology, University of Pennsylvania Perelman School of Medicine, 3400 Spruce Street, Philadelphia, PA, 19104, USA
| | - Heidi S Harvie
- Division of Urogynecology and Pelvic Reconstructive Surgery, Department of Obstetrics and Gynecology, University of Pennsylvania Perelman School of Medicine, 3400 Spruce Street, Philadelphia, PA, 19104, USA
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Eriksson J, Fowler P, Appelblad M, Lindholm L, Sund M. Productivity in relation to organization of a surgical department: a retrospective observational study. BMC Surg 2022; 22:114. [PMID: 35331217 PMCID: PMC8953785 DOI: 10.1186/s12893-022-01563-6] [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: 02/17/2021] [Accepted: 03/11/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Responsible and efficient resource utilization are important factors in healthcare. The aim of this study was to investigate how total case time differs between two differently organized surgical departments. METHODS This is a retrospective observational study of a cohort of patients undergoing elective surgery for breast cancer or malignant melanoma in a university hospital setting in Sweden. All patients were operated on by the same set of surgeons but in two different surgical departments: a general surgery (GS) and a cardiothoracic (CT) surgery department. Patients were selected to the two departments from a waiting list in the order of referral for surgery. The effect of being operated on at the CT department compared to the GS department was estimated by linear regression. RESULTS The final study cohort comprised 349 patients in the GS department and 177 patients in the CT department. Both groups were similar regarding surgical procedures, American Society of Anesthesiologists' score, body mass index, age, sex, and the skill level of the operating surgeon. These covariates were included in the linear regression model. The total case time, defined by the Procedural Time Glossary as room set-up start to room clean-up finish, was significantly shorter for the patients who underwent a surgical procedure at the CT department compared to the GS department, even after adjusting for the background characteristics of the patients and surgeon. After adjusting for the selected covariates, the average difference in total case time between the two departments was - 30.67 min (p = 0.001). CONCLUSIONS A significantly shorter total case time was measured for operations in the CT department. Plausible explanations may be more beneficial organizational factors, such as staffing ratio, skill mix in the operating room team, and working behavioral aspects regarding resource utilization.
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Affiliation(s)
- Johan Eriksson
- Department of Surgical and Perioperative Sciences, Umeå University, 901 87, Umeå, Sweden. .,Department of Nursing, Umeå University, 901 87, Umeå, Sweden.
| | - Philip Fowler
- Department of Statistics, Uppsala University, 751 20, Uppsala, Sweden
| | - Micael Appelblad
- Department of Public Health and Clinical Medicine, Umeå University, 901 87, Umeå, Sweden
| | - Lena Lindholm
- Department of Surgical and Perioperative Sciences, Umeå University, 901 87, Umeå, Sweden
| | - Malin Sund
- Department of Surgical and Perioperative Sciences, Umeå University, 901 87, Umeå, Sweden.,Department of Surgery, University of Helsinki, 000 14, Helsinki, Finland
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Hospital factors strongly influence robotic use in general surgery. Surgery 2019; 166:867-872. [PMID: 31208862 DOI: 10.1016/j.surg.2019.05.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Revised: 03/30/2019] [Accepted: 05/04/2019] [Indexed: 11/20/2022]
Abstract
BACKGROUND We hypothesized that general surgeons are more likely to use a robotic surgical platform at hospitals where more urologic and gynecologic robotic operations are performed, suggesting that hospital-related factors are important for choice of usage of minimally invasive platforms. METHODS We queried the National Inpatient Sample from 2010 to 2014 for patients who underwent stomach, gallbladder, pancreas, spleen, colon and rectum, or hernia (general surgery), prostate or kidney (urologic surgery), and ovarian or uterine surgery (gynecologic surgery). Hospitals were grouped into quartiles according to percent volume of robotic urologic or gynecologic operations. Multivariable logistic regression modeling determined independent variables associated with robotics. RESULTS Survey-weighted results represented 482,227 open, 240,360 laparoscopic, and 42,177 robotic general surgical operations at 3,933 hospitals. Robotics use increased with each year studied and was more likely to be performed on younger men with private insurance. The odds of a general surgery patient receiving a robotic operation increased with urologic and gynecologic use at the hospital. Patients at top quartile hospitals for robotic urologic surgery had 1.34 times greater odds of receiving robotic general surgery operations (confidence interval 1.15-1.57, P < .001) and 1.53 times greater odds (confidence interval 1.32-1.79, P < .001) at top quartile robotic gynecologic hospitals. These findings were independent of study year, surgical site, insurance type, and hospital type and persisted when only comparing laparoscopic to robotic procedures. CONCLUSION Use of robotics in general surgery is independently associated with use in urologic and gynecologic surgery at a hospital, suggesting that institutional factors are important drivers of use when considering laparoscopy versus robotics in general surgery.
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Impact of Operative Time on Outcomes after Pancreatic Resection: A Risk-Adjusted Analysis Using the American College of Surgeons NSQIP Database. J Am Coll Surg 2018; 226:844-857.e3. [PMID: 29408353 DOI: 10.1016/j.jamcollsurg.2018.01.004] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Revised: 01/09/2018] [Accepted: 01/10/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND Longer operative time (OT) has been associated with negative outcomes in various surgical procedures, but its role in pancreatic resection, a complex, high-acuity endeavor, is not yet well defined. The aim of this study was to analyze the relationship between OT and pancreatectomy outcomes in a risk-adjusted fashion. STUDY DESIGN This retrospective cohort study analyzed patients undergoing pancreaticoduodenectomy (PD) or distal pancreatectomy (DP) between 2014 and 2015 using the procedure-targeted pancreatectomy database of the American College of Surgeons NSQIP. Univariable analyses and multiple backward stepwise conditional logistic regression models were used to assess the impact of OT on postoperative occurrences. RESULTS Among 10,157 patients, 6,844 PDs and 3,313 DPs were performed. Median operative time was 358 minutes (interquartile range 282 to 444 minutes) for PD and 213 minutes (interquartile range 157 to 285 minutes) for DP. Male sex, younger age, obesity, neoadjuvant treatment, minimally invasive approaches, and vascular/concurrent organ resections were associated with longer OT for both procedures. Morbidity increased in a stepwise manner with increasing OT. After risk adjustment, increasing OT was negatively associated with overall morbidity, major complications, pancreatectomy-specific complications, infectious complications, and prolonged hospital stay. These associations were independent from patients' preoperative characteristics, operative approach, vascular or concurrent organ resection, and postoperative diagnosis. These findings held true for both PD and DP. Conversely, the association between OT and mortality was mainly driven by the excessive operative durations for PDs, and was not significant for DPs. CONCLUSIONS Longer OT is independently associated with worse perioperative outcomes after pancreatic resection, and should be considered a relevant parameter in risk-adjustment processes for outcomes evaluation. These findings suggest possible areas of quality improvement through individual and system-level initiatives.
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Wu A, Sanford JA, Tsai MH, O’Donnell SE, Tran BK, Urman RD. Analysis to Establish Differences in Efficiency Metrics Between Operating Room and Non-Operating Room Anesthesia Cases. J Med Syst 2017; 41:120. [DOI: 10.1007/s10916-017-0765-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2017] [Accepted: 06/20/2017] [Indexed: 12/01/2022]
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