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Kang DW, Zhou S, Niranjan S, Rogers A, Shen C. Predicting operative time for metabolic and bariatric surgery using machine learning models: a retrospective observational study. Int J Surg 2024; 110:1968-1974. [PMID: 38270635 PMCID: PMC11019972 DOI: 10.1097/js9.0000000000001107] [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: 09/11/2023] [Accepted: 01/08/2024] [Indexed: 01/26/2024]
Abstract
BACKGROUND Predicting operative time is essential for scheduling surgery and managing the operating room. This study aimed to develop machine learning (ML) models to predict the operative time for metabolic and bariatric surgery (MBS) and to compare each model. METHODS The authors used the Metabolic and Bariatric Surgery Accreditation and Quality Improvement Program database between 2016 and 2020 to develop ML models, including linear regression, random forest, support vector machine, gradient-boosted tree, and XGBoost model. Patient characteristics and surgical features were included as variables in the model. The authors used the mean absolute error, root mean square error, and R 2 score to evaluate model performance. The authors identified the 10 most important variables in the best-performing model using the Shapley Additive exPlanations algorithm. RESULTS In total, 668 723 patients were included in the study. The XGBoost model outperformed the other ML models, with the lowest root mean square error and highest R 2 score. Random forest performed better than linear regression. The relative performance of the ML algorithms remained consistent across the models, regardless of the surgery type. The surgery type and surgical approach were the most important features to predict the operative time; specifically, sleeve gastrectomy (vs. Roux-en-Y gastric bypass) and the laparoscopic approach (vs. robotic-assisted approach) were associated with a shorter operative time. CONCLUSIONS The XGBoost model best predicted the operative time for MBS among the ML models examined. Our findings can be useful in managing the operating room scheduling and in developing software tools to predict the operative times of MBS in clinical settings.
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Affiliation(s)
- Dong-Won Kang
- Department of Surgery, Penn State College of Medicine
| | - Shouhao Zhou
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania
| | - Suman Niranjan
- Department of Logistics and Operations Management, G. Brint Ryan College of Business, University of North Texas, Denton, Texas, USA
| | - Ann Rogers
- Department of Surgery, Penn State College of Medicine
| | - Chan Shen
- Department of Surgery, Penn State College of Medicine
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania
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Ott KC, McMahon MA, Vacek JC, Zeineddin S, Hu YY, Raval MV, Goldstein SD. The costs and benefits of emergent surgical workflow for acute appendicitis in children. J Pediatr Surg 2022; 57:896-901. [PMID: 35934527 DOI: 10.1016/j.jpedsurg.2022.06.018] [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: 02/28/2022] [Revised: 06/09/2022] [Accepted: 06/29/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND Controversy exists regarding how operative timing affects patient safety and resource utilization for acute appendicitis. Over 3 years, our institution trialed efforts to optimize appendectomy workflow. Our aim is to describe the ramifications of expediting appendectomy and implementing standardized protocols relative to historic controls. METHODS Patient records at a freestanding children's hospital were reviewed from synchronized 6-month periods from 2019 to 2021. During Year 1 (historic), no standardized workflows existed. In Year 2 (expedited), appendicitis management was protocoled using a clinical quality improvement bundle, which included performing appendectomies within two hours of diagnosis. In Year 3 (QI), operative timing was relaxed to the same calendar day while all prior QI initiatives continued. Descriptive statistics were performed, using hospital length of stay (LOS) as the primary outcome. RESULTS 298 patients underwent appendectomy for acute appendicitis. The median expedited workflow LOS was 15.3 hours shorter (p = 0.003) than historic controls; however, this was sustained despite relaxation of surgical urgency in the QI workflow. No differences in perforation rates were observed. During the expedited workflow, OR overtime staffing expense increased by $90,000 with no significant change in hospital costs. In multivariate regression, perforation was the only variable associated with LOS. CONCLUSION Hospital LOS can be shortened by expediting appendectomy. However, in our institution this did not decrease hospital costs and was furthermore balanced by higher personnel expenses. A sustained decrease in LOS after relaxing operative urgency standards implies that concurrent QI initiatives represent a more effective and cost-efficient strategy to decrease hospital resource utilization. LEVEL OF EVIDENCE Level III.
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Affiliation(s)
- Katherine C Ott
- Division of Pediatric Surgery, Department of Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, 225 E Chicago Ave, Chicago, IL 60654, United States.
| | - Maxwell A McMahon
- Division of Pediatric Surgery, Department of Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, 225 E Chicago Ave, Chicago, IL 60654, United States
| | - Jonathan C Vacek
- Division of Pediatric Surgery, Department of Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, 225 E Chicago Ave, Chicago, IL 60654, United States
| | - Suhail Zeineddin
- Division of Pediatric Surgery, Department of Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, 225 E Chicago Ave, Chicago, IL 60654, United States
| | - Yue-Yung Hu
- Division of Pediatric Surgery, Department of Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, 225 E Chicago Ave, Chicago, IL 60654, United States
| | - Mehul V Raval
- Division of Pediatric Surgery, Department of Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, 225 E Chicago Ave, Chicago, IL 60654, United States
| | - Seth D Goldstein
- Division of Pediatric Surgery, Department of Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, 225 E Chicago Ave, Chicago, IL 60654, United States
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Contributing Factors to Operating Room Delays Identified from an Electronic Health Record: A Retrospective Study. Anesthesiol Res Pract 2022; 2022:8635454. [PMID: 36147900 PMCID: PMC9489409 DOI: 10.1155/2022/8635454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 08/18/2022] [Accepted: 08/20/2022] [Indexed: 11/24/2022] Open
Abstract
The operating room (OR) is considered a major cost center and revenue generator for hospitals. Multiple factors contribute to OR delays and impact patient safety, patient satisfaction scores, and hospital financial performance. Reducing OR delays allows better utilization of OR resources and staffing and improves patient satisfaction while decreasing operating costs. Accurate scheduling can be the basis to achieve these goals. The objective of this initial study was to identify factors not normally documented in the electronic health record (EHR) that may contribute to or be indicators of OR delays. Materials and Methods. A retrospective data analysis was performed analyzing 67,812 OR cases from 12 surgical specialties at a small university medical center from 2010 through the first quarter of 2017. Data from the hospital's EHR were exported and subjected to statistical analysis using Statistical Analysis System (SAS) software (SAS Institute, Cary, NC). Results. Statistical analysis of the extracted EHR data revealed factors that were associated with OR delays including, surgical specialty, preoperative assessment testing, patient body mass index, American Society of Anesthesiologists (ASA) physical status classification, daily procedure count, and calendar year. Conclusions. Delays hurt OR efficiency on many levels. Identifying those factors may reduce delays and better accommodate the needs of surgeons, staff, and patients thereby leading to improved patient's outcomes and patient satisfaction. Reducing delays can decrease operating costs and improve the financial position of the operating theater as well as that of the hospital. Anesthesiology teams can play a key role in identifying factors that cause delays and implementing mitigating efficiencies.
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Bauman ZM, Cemaj S, Patel N, Raposo-Hadley A, Saxton K, Evans CH, Waibel B, Cantrell E. "Peas in a Pod": Clustering minorly injured trauma patients together during their hospitalization results in decreased hospital costs and fewer inpatient complications. Am J Surg 2022; 224:106-110. [PMID: 35354532 DOI: 10.1016/j.amjsurg.2022.03.030] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 11/22/2021] [Accepted: 03/22/2022] [Indexed: 11/01/2022]
Abstract
BACKGROUND Trauma patient care is complex. Clustering these patients within the hospital seems intuitive. This study's purpose was to explore the benefits of trauma patient clustering, hypothesizing these patients will have decreased costs and better outcomes. METHODS This was an analysis of all adult (18-99 years) trauma patients admitted from 1/2017-1/2019 without an intensive care unit stay. Patients were grouped into those admitted to the trauma unit (TU) versus non-trauma units (NTU). Outcomes evaluated between groups were baseline demographics, direct costs, complication rates (using our TQIP registry), and discharge location. T-test, median test, and chi squared test were used. Linear regression was performed. Significance was set at p < 0.05. RESULTS 1481 patients (684 TU and 797 NTU) were analyzed. TU patients were younger. Injury Severity Score, mortality, and hospital length of stay were similar between groups. Direct hospital costs were decreased for TU patients ($4941(±$4740) versus $5639(±$4897), p = 0.006). Fewer TU patients experienced inpatient complications (7.8% versus 13.5%, p < 0.001). More TU patients were discharged to home (78.9% versus 73.8%, p = 0.02). Linear regression analysis demonstrated admission to NTUs predicted a direct cost increase of $766.35 (p < 0.001). CONCLUSIONS Clustering minorly injured trauma patients on a dedicated unit resulted in reduced costs, decreased complications, and higher likelihood for discharge to home.
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Affiliation(s)
- Zachary M Bauman
- Division of Trauma, Emergency General Surgery and Critical Care Surgery, Department of Surgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
| | - Sophie Cemaj
- Division of Trauma, Emergency General Surgery and Critical Care Surgery, Department of Surgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
| | - Neesha Patel
- Division of Trauma, Emergency General Surgery and Critical Care Surgery, Department of Surgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
| | - Ashley Raposo-Hadley
- Division of Trauma, Emergency General Surgery and Critical Care Surgery, Department of Surgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
| | - Karen Saxton
- Division of Trauma, Emergency General Surgery and Critical Care Surgery, Department of Surgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
| | - Charity H Evans
- Division of Trauma, Emergency General Surgery and Critical Care Surgery, Department of Surgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
| | - Brett Waibel
- Division of Trauma, Emergency General Surgery and Critical Care Surgery, Department of Surgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
| | - Emily Cantrell
- Division of Trauma, Emergency General Surgery and Critical Care Surgery, Department of Surgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
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Hammoor BT, Kaidi AC, Crutchfield CR, Ferrer XE, Hickernell TR, Ahmad CS, Levine WN, Lynch TS. Intraoperative Scrub Nurse Handoffs Are Associated with Increased Operative Times for Lower Extremity Orthopaedic Sports Procedures. Arthrosc Sports Med Rehabil 2021; 3:e1105-e1112. [PMID: 34430890 PMCID: PMC8365200 DOI: 10.1016/j.asmr.2021.03.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 03/30/2021] [Indexed: 11/19/2022] Open
Abstract
Purpose The purpose of this study was to evaluate the effect of intraoperative scrub nurse handoffs on surgical times for arthroscopically-assisted anterior cruciate ligament (ACL) reconstructions and hip arthroscopies. Methods A retrospective chart review was done at a major, urban academic medical center for all patients who underwent arthroscopically-assisted ACL reconstructions and hip arthroscopies for femoroacetabular impingement syndrome between May 2014 and May 2020. All ACL reconstructions were performed by 1 of 6 sports medicine fellowship–trained surgeons, and all hip arthroscopies were performed by a single surgeon. Operative times, number of scrub nurse handoffs, surgeon, patient demographics, and procedure-specific information were recorded. The association between patient characteristics and the number of handoffs, as well as the association between patient characteristics and operative times, stratified by scrub nurse handoffs, were calculated. A multivariable linear regression was performed to assess the association between intra-operative handoffs and operative times. Results Eight hundred twenty ACL reconstructions and 269 hip arthroscopies were identified. Multivariable linear regression demonstrated increasing intraoperative scrub nurse handoffs were associated with increased operative times for all patients. For ACL reconstructions, when including all possible covariates, 1 scrub nurse handoff increased operative times by 21.1 minutes (95% confidence interval [CI]: 15.36 to 26.89; P < .001), and 2+ handoffs increased operative times by 34.2 minutes (95% CI: 26.28 to 42.15; P < .001). For hip arthroscopies, 1 scrub nurse handoff increased operative times by 7.0 minutes (95% CI: 0.31 to 13.74; P = .04). Conclusion Although a causal link cannot be made, intraoperative scrub nurse handoffs were associated with statistically significant increase in operative times for both ACL reconstructions and hip arthroscopies. Level of Evidence Level III, retrospective cohort study.
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Affiliation(s)
| | | | | | | | | | | | | | - T. Sean Lynch
- Address correspondence to T. Sean Lynch, M.D., Department of Orthopedic Surgery, Columbia University Medical Center, 622 W. 168 St, PH-11, New York, NY 10032, U.S.A.
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Kaidi AC, Hammoor BT, Tatka J, Neuwirth AL, Levine WN, Hickernell TR. Intraoperative Scrub Nurse Handoffs Are Associated With Increased Operative Times for Total Joint Arthroplasty Patients. Arthroplast Today 2021; 10:35-40. [PMID: 34286054 PMCID: PMC8274244 DOI: 10.1016/j.artd.2021.05.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 04/11/2021] [Accepted: 05/16/2021] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Surgeons typically remain scrubbed in for the duration of a surgical case, while scrub nurses are shift-workers who handoff mid-operation. These handoffs can intuitively create inefficiencies, but currently, no orthopedic research has studied the impact of these handoffs. This study analyzed the effect of intraoperative scrub nurse handoffs on operative times for total joint arthroplasties (TJAs). METHODS A retrospective chart review was performed for primary total hip (THA) and total knee arthroplasties (TKA) performed between May 2014 and May 2018. Operative times, number of scrub nurse handoffs, surgeon, and patient information were collected. A multivariable linear regression was performed to assess the association between patient and surgeon characteristics, intraoperative handoffs, and operative times. RESULTS A total of 1109 TKA and 1032 THA patients were identified. Multivariable linear regression demonstrated that for TKAs, 1 handoff was associated with a 3.89-minute longer operative time (P value = .02), and 2+ handoffs were associated with a 15.99-minute longer case (P value < .001). For THA patients, 1 handoff was associated with a 6.20-minute longer operative time (P value < .001), and 2+ handoffs were associated with an 18.52-minute longer case (P value < .001). CONCLUSIONS Although causation cannot be established, when controlling for multiple confounders, intraoperative scrub nurse handoffs were associated with statistically significant increases in operative times for TJAs. Optimizing scrub nurse staffing models to decrease intraoperative handoffs could thus have practical ramifications on TJA patients.
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Affiliation(s)
- Austin C. Kaidi
- Department of Orthopedic Surgery, Columbia University Medical Center, New York, NY, USA
| | - Bradley T. Hammoor
- Department of Orthopedic Surgery, Columbia University Medical Center, New York, NY, USA
| | - Jakub Tatka
- Department of Orthopedic Surgery, Columbia University Medical Center, New York, NY, USA
| | - Alexander L. Neuwirth
- Department of Orthopedic Surgery, Columbia University Medical Center, New York, NY, USA
| | - William N. Levine
- Department of Orthopedic Surgery, Columbia University Medical Center, New York, NY, USA
| | - Thomas R. Hickernell
- Department of Orthopedic Surgery, Columbia University Medical Center, New York, NY, USA
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7
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Li J. Revisiting delayed appendectomy in patients with acute appendicitis. World J Clin Cases 2021; 9:5372-5390. [PMID: 34307591 PMCID: PMC8281431 DOI: 10.12998/wjcc.v9.i20.5372] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Revised: 05/04/2021] [Accepted: 05/18/2021] [Indexed: 02/06/2023] Open
Abstract
Acute appendicitis (AA) is the most common acute abdomen, and appendectomy is the most common nonelective surgery performed worldwide. Despite the long history of understanding this disease and enhancements to medical care, many challenges remain in the diagnosis and treatment of AA. One of these challenges is the timing of appendectomy. In recent decades, extensive studies focused on this topic have been conducted, but there have been no conclusive answers. From the onset of symptoms to appendectomy, many factors can cause delay in the surgical intervention. Some are inevitable, and some can be modified and improved. The favorable and unfavorable results of these factors vary according to different situations. The purpose of this review is to discuss the causes of appendectomy delay and its risk-related costs. This review also explores strategies to balance the positive and negative effects of delayed appendectomy.
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Affiliation(s)
- Jian Li
- Department of General Surgery, The Third Hospital of Mianyang, Sichuan Mental Health Center, Mianyang 621000, Sichuan Province, China
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Aiken T, Barrett J, Stahl CC, Schwartz PB, Udani S, Acher AW, Leverson G, Abbott D. Operative Delay in Adults with Appendicitis: Time is Money. J Surg Res 2020; 253:232-237. [PMID: 32387570 DOI: 10.1016/j.jss.2020.03.038] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Revised: 02/28/2020] [Accepted: 03/10/2020] [Indexed: 12/18/2022]
Abstract
BACKGROUND Evidence suggests that operative delay of up to 24 h is not associated with adverse outcomes among patients undergoing emergent appendectomy. However, the fiscal implication of operative delay is not well described in adults. We sought to examine the effect of delayed appendectomy on clinical outcomes and hospital cost. METHODS We conducted a retrospective cohort study of patients undergoing nonelective laparoscopic appendectomy from 2014 to 2018 at both a tertiary care center and an affiliated short-stay hospital. Using a unique data set constructed from merged electronic health record and patient-level hospital financial data, patients with delayed surgery, defined as >12 h from emergency department (ED) arrival to operation, were compared with patients who underwent surgery within 12 h. Patient-specific variables were analyzed for their association with resource utilization, and subsequent multivariable linear regression was performed for total hospital cost. RESULTS 1372 patients underwent laparoscopic appendectomy during the study period. 938 patients (68.3%) underwent surgery within 12 h of ED arrival, and 434 patients (31.6%) underwent delayed surgery. Delayed cases had longer length of stay (44.6 ± 42.5 versus 34.5 ± 36.5 h, P < 0.01) and increased total hospital cost ($9326 ± 4691 versus $8440 ± 3404, P < 0.01). The cost difference persisted on multivariable analysis (P < 0.01). There were no significant differences between delayed cases and nondelayed cases for operative time, intraoperative findings, including rate of perforation, or postoperative complications. CONCLUSIONS Although safe, delayed appendectomy is associated with an increased length of stay and increased total hospital costs compared with appendectomy within 12 h of reaching the ED.
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Affiliation(s)
- Taylor Aiken
- Department of Surgery, University of Wisconsin Hospitals and Clinics, Madison, Wisconsin
| | - James Barrett
- Department of Surgery, University of Wisconsin Hospitals and Clinics, Madison, Wisconsin
| | - Christopher C Stahl
- Department of Surgery, University of Wisconsin Hospitals and Clinics, Madison, Wisconsin
| | - Patrick B Schwartz
- Department of Surgery, University of Wisconsin Hospitals and Clinics, Madison, Wisconsin
| | - Shreyans Udani
- School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin
| | - Alexandra W Acher
- Department of Surgery, University of Wisconsin Hospitals and Clinics, Madison, Wisconsin
| | - Glen Leverson
- Department of Surgery, University of Wisconsin Hospitals and Clinics, Madison, Wisconsin
| | - Daniel Abbott
- Department of Surgery, University of Wisconsin Hospitals and Clinics, Madison, Wisconsin
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Tyerman Z, Mehaffey JH, Hawkins RB, Diop M, Carroll ND, Howell AM, Kern JA, Ailawadi G, Teman N. Nightly Preoperative Huddle Email Improves Perioperative Efficiency. Ann Thorac Surg 2020; 109:445-451. [DOI: 10.1016/j.athoracsur.2019.05.086] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2018] [Revised: 05/08/2019] [Accepted: 05/28/2019] [Indexed: 02/01/2023]
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10
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Doersch KM, Thai KH, Machen GL, Bird ET, Reilly TP, El Tayeb MM. A Comparison of Clinical Outcomes of Operating Room Versus Office-based Ureteral Stenting With the Novel Use of Nitrous Oxide Sedation. Urology 2019; 132:37-42. [PMID: 31310773 DOI: 10.1016/j.urology.2019.07.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Revised: 06/26/2019] [Accepted: 07/05/2019] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To examine the safety and effectiveness of placing ureteral stents in an office-based setting vs in the operating room (OR). METHODS A retrospective chart review was performed to examine outcomes, specifically complication rate, unanticipated hospitalizations, and stent failures, when patients received JJ stents in the clinic procedure suite, using local analgesia and/or nitrous oxide gas analgesia, compared to patients who had ureteral stents placed in the OR, typically with general anesthesia. Additionally, multivariable analysis was performed to determine predictors of complications. RESULTS Around 565 procedures were performed in the clinic and 179 were performed in the OR. The complication rate for the clinic group was 4.1%, compared to 7.8% in the OR group. Unplanned admissions to the hospital occurred after 3.0% of clinic procedures and 9.5% of OR procedures. Stent placements failed in 1.1% of clinic procedures and 0.56% of OR procedures. Clinic procedure time was 10 minutes vs 12 minutes in the OR (P <0.01). Clinic vs OR setting was not predictive of complications (P = 0.99). We did not identify factors that impacted complication rate in ureteral stent placement in the clinic vs OR setting. Notably, the procedure time for a clinic stent placement was significantly shorter than the OR stent placement. CONCLUSIONS This study demonstrates excellent outcomes with a novel approach to a standard procedure, with shorter procedure time and no difference in complication rates.
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Affiliation(s)
- Karen M Doersch
- Department of Urology, University of Rochester Medical Center, Rochester, NY.
| | - Kim H Thai
- Division of Urology, Department of Surgery, Baylor Scott and White Health, Temple, TX
| | - G Luke Machen
- Division of Urology, Department of Surgery, Baylor Scott and White Health, Temple, TX
| | - Erin T Bird
- Division of Urology, Department of Surgery, Baylor Scott and White Health, Temple, TX
| | - Thomas P Reilly
- Division of Urology, Department of Surgery, Baylor Scott and White Health, Temple, TX
| | - Marawan M El Tayeb
- Division of Urology, Department of Surgery, Baylor Scott and White Health, Temple, TX
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OR Management and Metrics: How It All Fits Together for the Healthcare System. J Med Syst 2019; 43:147. [DOI: 10.1007/s10916-019-1272-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Accepted: 04/03/2019] [Indexed: 10/27/2022]
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12
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Bribriesco A, Raja S, Ahmad U. Atlas is not alone: sharing the burden of clinical challenge. J Thorac Dis 2018; 10:S972-S973. [PMID: 29850178 DOI: 10.21037/jtd.2018.03.78] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Alejandro Bribriesco
- Thoracic Surgery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Siva Raja
- Thoracic Surgery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Usman Ahmad
- Thoracic Surgery, Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH, USA
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Level of agreement between laboratory and point-of-care prothrombin time in patients after stopping or continuation of acenocoumarol anticoagulation: A comparison of diagnostic accuracy. Eur J Anaesthesiol 2018; 35:621-626. [PMID: 29474346 DOI: 10.1097/eja.0000000000000786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Procedures requiring optimisation of the coagulation status of patients using vitamin K antagonists are frequently postponed due to the late availability of laboratory international normalised ratio (INR) test results. A point-of-care (POC) alternative may facilitate early decision-making in peri-operative patients. OBJECTIVES To assess the level of agreement between the POC-INR and the laboratory INR in patients who continue or stop vitamin K antagonists to determine whether the POC test may be a good alternative to the laboratory INR. DESIGN Study of diagnostic accuracy. SETTING Single-centre study at Zaans Medical Centre, The Netherlands. PATIENTS Included patients were scheduled for cardioversion (these continued taking vitamin K antagonists), or a surgical procedure (these stopped taking vitamin K antagonists). MAIN OUTCOME MEASURES The level of agreement and clinical acceptability of the laboratory and POC-INR results, evaluated by Bland-Altman analysis and error grid analysis. RESULTS The surgical and cardioversion groups consisted of 47 and 46 patients, respectively. The bias in the INR in the surgical group was -0.12 ± 0.09 with limits of agreement of -0.29 to 0.05, whereas the cardioversion group showed a bias in the INR of -0.22 ± 0.36 with limits of agreement from -0.93 to 0.48. The percentage errors between methods in the surgical and cardioversion groups were 16 and 21%, respectively. Error grid analysis showed that the diagnostic accuracy of the POC prothrombin time is clinically acceptable as the difference did not lead to a different clinical decision in the surgical group with INR values less than 1.8. CONCLUSION The current study shows a good level of agreement and clinical accuracy between the laboratory and POC-INR in patients who stopped anticoagulation intake for surgery. However, in patients who continued their anticoagulation therapy, the agreement between the two methods was less accurate.
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Lang G, Izadpanah K, Kubosch EJ, Maier D, Südkamp N, Ogon P. Examination of concomitant glenohumeral pathologies in patients treated arthroscopically for calcific tendinitis of the shoulder and implications for routine diagnostic joint exploration. BMC Musculoskelet Disord 2017; 18:476. [PMID: 29162079 PMCID: PMC5697060 DOI: 10.1186/s12891-017-1839-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Accepted: 11/14/2017] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Glenohumeral exploration is routinely performed during arthroscopic removal of rotator cuff calcifications in patients with calcific tendinitis of the shoulder (CTS). However, evidence on the prevalence of intraarticular co-pathologies is lacking and the benefit of glenohumeral exploration remains elusive. The aim of the present study was to assess and quantify intraoperative pathologies during arthroscopic removal of rotator cuff calcifications in order to determine whether standardized diagnostic glenohumeral exploration appears justified in CTS patients. METHODS One hundred forty five patients undergoing arthroscopic removal of calcific depots (CD) that failed conservative treatment were included in a retrospective cohort study. Radiographic parameters including number/localization of calcifications and acromial types, intraoperative arthroscopic findings such as configuration of glenohumeral ligaments, articular cartilage injuries, and characteristics of calcifications and sonographic parameters (characteristics/localization of calcification) were recorded. RESULTS One hundred forty five patients were analyzed. All CDs were removed by elimination with a blunt hook probe via "squeeze-and-stir-technique" assessed postoperatively via conventional X-rays. Neither subacromial decompression nor refixation of the rotator cuff were performed in any patient. Prevalence of glenohumeral co-pathologies, such as partial tears of the proximal biceps tendon (2.1%), superior labral tears from anterior to posterior (SLAP) lesions (1.4%), and/or partial rotator cuff tears (0.7%) was low. Most frequently, glenohumeral articular cartilage was either entirely intact (ICRS grade 0 (humeral head/glenoid): 46%/48%) or showed very mild degenerative changes (ICRS grade 1: 30%/26%). Two patients (1.3%) required intraarticular surgical treatment due to a SLAP lesion type III (n = 1) and an intraarticular rupture of CD (n = 1). CONCLUSIONS Routine diagnostic glenohumeral exploration does not appear beneficial in arthroscopic treatment of CTS due to the low prevalence of intraarticular pathologies which most frequently do not require surgical treatment. Exploration of the glenohumeral joint in arthroscopic removal of CD should only be performed in case of founded suspicion of relevant concomitant intraarticular pathologies.
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Affiliation(s)
- Gernot Lang
- Department of Orthopedics and Trauma Surgery, Medical Center - Albert-Ludwigs-University of Freiburg, Faculty of Medicine, Albert-Ludwigs-University of Freiburg, Hugstetter Strasse 55, 79106 Freiburg, Germany
| | - Kaywan Izadpanah
- Department of Orthopedics and Trauma Surgery, Medical Center - Albert-Ludwigs-University of Freiburg, Faculty of Medicine, Albert-Ludwigs-University of Freiburg, Hugstetter Strasse 55, 79106 Freiburg, Germany
| | - Eva Johanna Kubosch
- Department of Orthopedics and Trauma Surgery, Medical Center - Albert-Ludwigs-University of Freiburg, Faculty of Medicine, Albert-Ludwigs-University of Freiburg, Hugstetter Strasse 55, 79106 Freiburg, Germany
| | - Dirk Maier
- Department of Orthopedics and Trauma Surgery, Medical Center - Albert-Ludwigs-University of Freiburg, Faculty of Medicine, Albert-Ludwigs-University of Freiburg, Hugstetter Strasse 55, 79106 Freiburg, Germany
| | - Norbert Südkamp
- Department of Orthopedics and Trauma Surgery, Medical Center - Albert-Ludwigs-University of Freiburg, Faculty of Medicine, Albert-Ludwigs-University of Freiburg, Hugstetter Strasse 55, 79106 Freiburg, Germany
| | - Peter Ogon
- Department of Orthopedics and Trauma Surgery, Medical Center - Albert-Ludwigs-University of Freiburg, Faculty of Medicine, Albert-Ludwigs-University of Freiburg, Hugstetter Strasse 55, 79106 Freiburg, Germany
- Center of Orthopedic Sports Medicine Freiburg, Breisacher Strasse 84, 79110 Freiburg, Germany
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Serres SK, Graham DA, Glass CC, Cameron DB, Anandalwar SP, Rangel SJ. Influence of Time to Appendectomy and Operative Duration on Hospital Cost in Children with Uncomplicated Appendicitis. J Am Coll Surg 2017; 226:1014-1021. [PMID: 29155269 DOI: 10.1016/j.jamcollsurg.2017.11.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2017] [Revised: 11/01/2017] [Accepted: 11/03/2017] [Indexed: 01/19/2023]
Abstract
BACKGROUND The goal of this study was to examine the influence of time to appendectomy (TTA) and operative duration (OD) on hospital cost as surrogate measures of perioperative efficiency. STUDY DESIGN We conducted a retrospective cohort analysis of 2,116 children undergoing appendectomy for uncomplicated appendicitis at 16 children's hospitals from January 2013 to December 2014. Time to appendectomy (emergency department presentation to incision) and OD were obtained from the NSQIP Pediatric Appendectomy Pilot Database and merged with cost data from the Pediatric Health Information System Database. Multivariate regression was used to examine the influence of TTA and OD (categorized by quartiles of hospital-level means) on hospital cost, adjusting for patient and hospital-level characteristics. RESULTS Median TTA and OD across all patients was 7.3 hours (interquartile range 4.4 to 12.4 hours) and 36 minutes (interquartile range 26 to 49 minutes), respectively. The longest quartile of OD was associated with 38% higher total cost ($2,512/case; rate ratio [RR] 1.38; 95% CI 1.27 to 1.5; p < 0.001) and 27% higher operating room-associated cost ($960/case; RR 1.27; 95% CI 1.22 to 1.34; p < 0.001) compared with the shortest quartile. The longest quartile of TTA was associated with 23% higher total cost ($1,589/case; RR 1.23; 95% CI 1.14 to 1.32; p < 0.001) and 53% higher room-associated cost ($906/case; RR 1.53; 95% CI 1.35 to 1.74; p < 0.001) compared with the shortest quartile. The influence of TTA and OD were independent but potentiating effects, with median cost for hospitals in both the longest quartiles of TTA and OD being 79% higher than those in the shortest quartiles. CONCLUSIONS Longer TTA and OD were independently associated with increased hospital cost, with OD being the most significant driver of cost variation across hospitals. Identification of best practices from high-efficiency hospitals might provide a high-yield strategy for improving value in appendicitis care.
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Affiliation(s)
- Stephanie K Serres
- Department of Surgery, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Dionne A Graham
- Center for Applied Quality Analytics, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Charity C Glass
- Department of Surgery, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Danielle B Cameron
- Department of Surgery, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Seema P Anandalwar
- Department of Surgery, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Shawn J Rangel
- Department of Surgery, Boston Children's Hospital, Harvard Medical School, Boston, MA.
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Leberer D, Elliott JO, Dominguez E. Patient characteristics, outcomes and costs following interhospital transfer to a tertiary facility for appendectomy versus patients who present directly. Am J Surg 2017; 214:825-830. [PMID: 28129917 DOI: 10.1016/j.amjsurg.2017.01.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Revised: 01/06/2017] [Accepted: 01/08/2017] [Indexed: 11/30/2022]
Abstract
BACKGROUND Recent healthcare policy changes have emphasized pay-for-performance. Previous studies have not examined outcome differences between primary presenting appendicitis patients and transferred patients. METHODS A retrospective cohort design examined appendicitis patients between March 2011 and 2013. Patients < age 18, were scheduled for an elective appendectomy, who were pregnant or had an interval appendectomy were excluded. RESULTS The transfer cohort (n = 59) had more comorbidities, more severe American Society of Anesthesiologists status, a higher rate of pre-operative abscess/rupture as well as higher rates of perforation, gangrene, intra-operative drain placement and open conversion versus primary presenting patients (n = 622). After statistical regression adjustment, a higher open conversion rate in the transfer cohort, OR = 3.48 (95%CI: 1.04-11.61) and higher total costs $672.47 (95%CI: $68.75-$1276.19) remained. CONCLUSIONS Adjustments in clinical outcome/reimbursement metrics may be needed to address the complexity of transfers and the subsequent higher in-hospital costs on tertiary facilities. LEVEL OF EVIDENCE IV.
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Affiliation(s)
- Daniel Leberer
- Department of Surgery, Colon and Rectal Surgery Fellowship, University at Buffalo State, Buffalo, NY, USA.
| | | | - Edward Dominguez
- Department of General Surgery, OhioHealth Riverside Methodist Hospital, Columbus, OH, USA; Department of Medical Education, OhioHealth Riverside Methodist Hospital, Columbus, OH, USA.
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Devji TF, Madenci AL, Carpino E, Leahy IC, Samnaliev M, Dearden JL, Weil BR, Weldon CB, Cravero J. Safety and cost-effectiveness of port removal outside of the operating room among pediatric patients. J Pediatr Surg 2016; 51:1891-1895. [PMID: 27624563 DOI: 10.1016/j.jpedsurg.2016.07.017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Revised: 07/24/2016] [Accepted: 07/25/2016] [Indexed: 11/16/2022]
Abstract
PURPOSE The current emphasis on fiscally responsible health spending in the era of the Affordable Care Act and other health care reform necessitates cost-conscious delivery of care. "Value" in health care is defined as the quality of care divided by the cost. As such, health systems optimize value by providing the most cost-effective care possible without sacrificing safety or outcomes. Elective, minimal risk surgical procedures in children may be value-enhanced by moving from an operating room (OR) to a more cost-efficient setting. The purpose of this study was to assess the safety and cost of performing the removal of implantable central venous access devices ("ports") in locations other than the main OR. METHODS We compared port removal at three sites: 1. Main OR, 2. Satellite OR, and 3. Clinic Procedure Room. This was a mixed-methods study including a retrospective review of medical records and prospective observation/interviewing. To calculate cost without the inherent biases of hospital charges, costs, and payments, we utilized the methodology of time-driven activity based costing. Specifically, we recorded time spent by the patient in hospital facilities and with health care personnel. This duration was then weighted with the hourly cost of each health care professional and hospital space. The Mann-Whitney U test compared time and cost across the three sites. Overall cost at each site was divided by overall cost at the referent site (Main OR) to obtain a ratio of cost savings. RESULTS A total of 120 patients (40 per site) were included in the analysis. Demographic and clinical factors were not significantly different between sites. No complication occurred with port removal at any site. Time of the entire care episode was significantly decreased in the Clinic (median 161min, 95% confidence interval [CI] 134-188min), compared to the Main OR (median 235min, 95% confidence interval [CI] 209-251min) or Satellite OR (median 228min, 95% confidence interval [CI] 211-245min). Overall cost was decreased by 25% (95% CI: 13-34%) at the Clinic and by 6% (95% CI: -2-11%) at the Satellite OR, compared to the Main OR (referent, P<0.01). CONCLUSION In our study, port removal in the Clinic Procedure Room was not associated with increased risk of negative outcomes. Shifting port removal from the Main OR to the Clinic may result in substantial cost savings.
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Affiliation(s)
- Tehsina F Devji
- Department of Anesthesiology, Preoperative and Pain Medicine, Boston Children's Hospital, Boston, MA; Harvard School of Dental Medicine, Boston, MA
| | - Arin L Madenci
- Brigham and Women's Hospital and Harvard Medical School, Boston, MA; Department of Surgery, Boston Children's Hospital and Harvard Medical School, Boston, MA
| | - Elizabeth Carpino
- Department of Anesthesiology, Preoperative and Pain Medicine, Boston Children's Hospital, Boston, MA
| | - Izabela C Leahy
- Department of Anesthesiology, Preoperative and Pain Medicine, Boston Children's Hospital, Boston, MA
| | - Mihail Samnaliev
- Department of Anesthesiology, Preoperative and Pain Medicine, Boston Children's Hospital, Boston, MA
| | - Jennifer L Dearden
- Department of Anesthesiology, Preoperative and Pain Medicine, Boston Children's Hospital, Boston, MA
| | - Brent R Weil
- Department of Surgery, Boston Children's Hospital and Harvard Medical School, Boston, MA
| | - Christopher B Weldon
- Department of Surgery, Boston Children's Hospital and Harvard Medical School, Boston, MA
| | - Joseph Cravero
- Department of Anesthesiology, Preoperative and Pain Medicine, Boston Children's Hospital, Boston, MA.
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Gabriel RA, Wu A, Huang CC, Dutton RP, Urman RD. National incidences and predictors of inefficiencies in perioperative care. J Clin Anesth 2016; 31:238-46. [DOI: 10.1016/j.jclinane.2016.01.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2015] [Revised: 12/16/2015] [Accepted: 01/14/2016] [Indexed: 01/09/2023]
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Antognini JMO, Antognini JF, Khatri V. How many operating rooms are needed to manage non-elective surgical cases? A Monte Carlo simulation study. BMC Health Serv Res 2015; 15:487. [PMID: 26507265 PMCID: PMC4624654 DOI: 10.1186/s12913-015-1148-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2015] [Accepted: 10/16/2015] [Indexed: 11/14/2022] Open
Abstract
Background Patients often wait to have urgent or emergency surgery. The number of operating rooms (ORs) needed to minimize waiting time while optimizing resources can be determined using queuing theory and computer simulation. We developed a computer program using Monte Carlo simulation to determine the number of ORs needed to minimize patient wait times while optimizing resources. Methods We used patient arrival data and surgical procedure length from our institution, a tertiary-care academic medical center that serves a large diverse population. With ~4800 patients/year requiring non-elective surgery, and mean procedure length 185 min (median 150 min) we determined the number of ORs needed during the day and evening (0600–2200) and during the night (2200–0600) that resulted in acceptable wait times. Results Simulation of 4 ORs at day/evening and 3 ORs at night resulted in median wait time = 0 min (mean = 19 min) for emergency cases requiring surgery within 2 h, with wait time at the 95th percentile = 109 min. Median wait time for urgent cases needing surgery within 8–12 h was 34 min (mean = 136 min), with wait time at the 95th percentile = 474 min. The effect of changes in surgical length and volume on wait times was determined with sensitivity analysis. Conclusions Monte Carlo simulation can guide decisions on how to balance resources for elective and non-elective surgical procedures.
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Affiliation(s)
| | - Joseph F Antognini
- Peri-operative Services and the Department of Anesthesiology and Pain Medicine, University of California, Davis, Sacramento, CA, USA.
| | - Vijay Khatri
- Department of Surgery, University of California, Davis, Sacramento, CA, USA.
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Recommendations for laparoscopic liver resection: a report from the second international consensus conference held in Morioka. Ann Surg 2015; 263:20-7. [PMID: 25742461 DOI: 10.1097/sla.0000000000001180] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The use of laparoscopy for liver surgery is increasing rapidly. The Second International Consensus Conference on Laparoscopic Liver Resections (LLR) was held in Morioka, Japan, from October 4 to 6, 2014 to evaluate the current status of laparoscopic liver surgery and to provide recommendations to aid its future development. Seventeen questions were addressed. The first 7 questions focused on outcomes that reflect the benefits and risks of LLR. These questions were addressed using the Zurich-Danish consensus conference model in which the literature and expert opinion were weighed by a 9-member jury, who evaluated LLR outcomes using GRADE and a list of comparators. The jury also graded LLRs by the Balliol Classification of IDEAL. The jury concluded that MINOR LLRs had become standard practice (IDEAL 3) and that MAJOR liver resections were still innovative procedures in the exploration phase (IDEAL 2b). Continued cautious introduction of MAJOR LLRs was recommended. All of the evidence available for scrutiny was of LOW quality by GRADE, which prompted the recommendation for higher quality evaluative studies. The last 10 questions focused on technical questions and the recommendations were based on literature review and expert panel opinion. Recommendations were made regarding preoperative evaluation, bleeding controls, transection methods, anatomic approaches, and equipment. Both experts and jury recognized the need for a formal structure of education for those interested in performing major laparoscopic LLR because of the steep learning curve.
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Abstract
Business companies, which in the current times also includes hospitals, must create customer benefits and as a prerequisite for this must sustainably generate profits. Management in the world of business means the formation and directing of a company or parts of a company on a permanent basis, whereby management in this context is not exercising power but function. This concept of management is exemplary developed in this article for the important services sector of the operating room (OR) and individual functions, such as resource control, capacity planning and materials administration are presented in detail. Some OR-specific management challenges are worked out. From this it becomes clear that the economic logic of the most efficient implementation possible is not a contradiction of medical ethics, enabling the most effective treatment possible for patients while safeguarding the highest possible levels of safety and quality. The article aims to build a bridge for medical specialists to the language and world of commerce, emphasizing the profession-based competence and hopefully to arouse interest to go into more detail.
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Affiliation(s)
- O Tschudi
- Klinik für Anästhesiologie, Intensivmedizin, Rettungs- und Schmerzmedizin, Stab Medizin/OP-Management, Luzerner Kantonsspital, 6000, Luzern 16, Schweiz
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PANNI MK, SHAH SJ, CHAVARRO C, RAWL M, WOJNARWSKY PK, PANNI JK. Improving operating room first start efficiency - value of both checklist and a pre-operative facilitator. Acta Anaesthesiol Scand 2013; 57:1118-23. [PMID: 23898864 DOI: 10.1111/aas.12166] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/05/2013] [Indexed: 11/28/2022]
Abstract
BACKGROUND There are multiple components leading to improved operating room efficiency. We undertook a project focusing on first case starts; accounting for each delay component on a global basis. Our hypothesis was there would be a reduction in first start delays after we implemented strategies to address the issues identified through this accounting process. METHODS An orange sheet checklist was implemented, with specific items that needed to be clear prior to roll back to the operating room (OR), and an OR facilitator was employed to intervene whenever there were any missing items needed for a specific patient. We present the data from this quality improvement project over an 18-month period. RESULTS Initially, 10.07 (± 0.73) delayed first starts occurred per day but declined steadily over time to a low of 4.95 (± 0.38) per day after 6 months (-49.2 %, P < 0.001). By the end of the project, the most common reasons for delay still included late surgical attending (19%), schedule changes (14%) as well as 'other reasons' (13%), but with an overall reduction per day of each. Total anaesthesia delay initially totalled 11% of the first start delays, but was negligible (< 1%) at the project's completion. CONCLUSIONS While we have a challenging operating room environment based on our patient population, multiple trainees in both the surgery and anaesthesiology teams: an orange sheet - pre-operative checklist in addition to a dedicated pre-operative facilitator; allowed us to make a substantial improvement in our first start on time starts.
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Affiliation(s)
- M. K. PANNI
- Department of Anesthesiology; College of Medicine; University of Florida; Jacksonville; FL; USA
| | - S. J. SHAH
- Department of Anesthesiology; College of Medicine; University of Florida; Jacksonville; FL; USA
| | - C. CHAVARRO
- Department of Anesthesiology; College of Medicine; University of Florida; Jacksonville; FL; USA
| | - M. RAWL
- Department of Anesthesiology; College of Medicine; University of Florida; Jacksonville; FL; USA
| | - P. K. WOJNARWSKY
- Department of Anesthesiology; College of Medicine; University of Florida; Jacksonville; FL; USA
| | - J. K. PANNI
- Department of Anesthesiology; College of Medicine; University of Florida; Jacksonville; FL; USA
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Re-Engineering the Operating Room Using Variability Methodology to Improve Health Care Value. J Am Coll Surg 2013; 216:559-68; discussion 568-70. [DOI: 10.1016/j.jamcollsurg.2012.12.046] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2012] [Accepted: 12/12/2012] [Indexed: 11/19/2022]
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