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Yuan W, Zhou X, Meng X, Zhu Y. Anterior cervical discectomy and fusion training with virtual reality: enhance cognition, attitudes, self-efficacy and performance in residents. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2025:10.1007/s00586-025-08834-9. [PMID: 40199754 DOI: 10.1007/s00586-025-08834-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Revised: 02/24/2025] [Accepted: 03/29/2025] [Indexed: 04/10/2025]
Abstract
PURPOSE Anterior cervical discectomy and fusion (ACDF) is the most commonly performed surgical procedure for degenerative cervical spine surgery, which has a long learning curve. Surgical technique training is fundamental for spine surgeons, however, there is a lack of techniques for training on ACDF. Virtual reality (VR) has been introduced into spine surgery training within safe environments. So far, no existing studies have comprehensively evaluated the potential benefits of VR in training residents in ACDF field. This study aims to develop the VR based ACDF training system and evaluate the effect of VR on surgical training for residents. METHODS A VR simulation module for ACDF training was developed, involving 19 interactive operation steps. Residents of postgraduate years (PGY) 1-3 in our spine center were randomly assigned to VR training (VR group) and standard programmatic training (ST group). The test on ACDF surgery knowledge was conducted as cognitive evaluation, attitudes toward training were evaluated with the neurosurgical evaluation of attitudes towards simulation training (NEAT) tool, self-efficacy evaluation by using the general self-efficacy scale (GSES), and a performance questionnaire was used to evaluate the performance of all participants. RESULTS A total of 60 residents were included in this study, with 30 in VR group and 30 in ST group. No significant differences were observed in terms of the demographic data such as age, gender, PGY between the two groups. After the training, the knowledge test scores of residents in the VR group (76.91 ± 9.07) were significantly higher than those in ST group (82.23 ± 8.49), MD= -5.32 with 95%CI (-9.87, -0.79), P < 0.05. VR group showed a better NEAT score (38.23 ± 0.59) than ST group (27.83 + 0.62), MD= -10.43 with 95%CI (-12.67, -8.19), P < 0.05; VR group showed a higher GSES (31.11 ± 3.25) than ST group (29.36 + 3.05), MD= -1.73 with 95%CI (-3.20, -0.23), P < 0.05, and better performance questionnaire score (21.15 ± 2.41) compared with ST group (19.38 ± 2.55), MD= -1.77 with 95%CI (-3.12, -0.55), P < 0.05. CONCLUSIONS This study developed a VR training system of ACDF, which offers an immersive and interactive 3D environment, enabling trainees to actively engage in the entire ACDF surgical process. The VR training can enhance the cognition of knowledge, positively affect attitudes, improve self-efficacy and intraoperative performance in residents compared with traditional training, thereby supporting its potential application as an educational tool for ACDF training in the future.
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Affiliation(s)
- Wei Yuan
- Department of Orthopedics, The First Hospital of China Medical University, Shenyang, China.
| | - Xiaoshu Zhou
- Department of Orthopedics, The First Hospital of China Medical University, Shenyang, China
| | - Xiaotong Meng
- Department of Orthopedics, The First Hospital of China Medical University, Shenyang, China
| | - Yue Zhu
- Department of Orthopedics, The First Hospital of China Medical University, Shenyang, China.
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Lee A, Lucasti C, Scott MM, Patel DV, Kohut K, Pavlesen S, Bayers-Thering M, Hamill CL. The Surgical Outcomes of Pedicle Subtraction Osteotomy per Different First Assistant: Retrospective Analysis of 312 Cases. J Am Acad Orthop Surg 2024; 32:e33-e43. [PMID: 37467386 DOI: 10.5435/jaaos-d-23-00157] [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] [Received: 02/21/2023] [Accepted: 06/19/2023] [Indexed: 07/21/2023] Open
Abstract
INTRODUCTION Pedicle subtraction osteotomies (PSOs) are complex spinal deformity surgeries that are associated with high complication rates. They are typically done by an experienced spine surgeon with another attending, resident, or physician assistant serving as the first assistant. The purpose of this study was to determine whether selecting a surgical team for single-level PSO based on case difficulty and fusion length could equalize intraoperative and perioperative outcomes among three groups: dual-attending (DA), attending and orthopaedic resident (RS), and attending and physician assistant (PA). METHODS This study was a retrospective cohort analysis of 312 patients undergoing single-level thoracic or lumbar PSO from January 2007 to December 2020 by a fellowship-trained orthopaedic spine surgeon. Demographic, intraoperative, and perioperative data within 30 days and 2 years of the index procedure were analyzed. RESULTS Patient demographics did not markedly differ between surgical groups. The mean cohort age was 64.5 years with BMI 31.9 kg/m 2 . Patients with the DA approach had a significantly longer surgical time (DA = 412 min vs. resident = 372 min vs. physician assistant = 323 min; P < 0.001). Patients within the DA group experienced a significantly lower rate of infection (DA = 2.1% [3/140] vs. RS = 7.9% [9/114] vs. PA = 1.7% [1/58], P = 0.043), surgical complication rate (DA = 26% [37/140] vs. RS = 41% [47/114] vs. PA = 33% [19/58], P < 0 .001), and readmission rate (DA = 6.4% [9/140] vs. RS = 12.3% [14/114] vs. PA = 19% [11/58] P = 0.030) within 30 days of surgery. No notable differences were observed among groups in 2-year complication, infection, readmission, or revision surgery rates. CONCLUSIONS These study results support the DA surgeon approach. Resident involvement, even in less complex cases, can still negatively affect perioperative outcomes. Additional selection criteria development is needed.
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Affiliation(s)
- Andrew Lee
- From the Department of Orthopaedic Surgery, University at Buffalo Jacobs School of Medicine and Biomedical Sciences, Buffalo, NY
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Jovan JD, Marcel AJ, Myrick KM, Feinn RS, Blaine T. Resident Involvement in Shoulder-Stabilization Procedures Is Not Associated With an Increased Risk of 30-Day Postoperative Complications. Arthrosc Sports Med Rehabil 2023; 5:100764. [PMID: 37533975 PMCID: PMC10391657 DOI: 10.1016/j.asmr.2023.100764] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 06/14/2023] [Indexed: 08/04/2023] Open
Abstract
Purpose To examine the 30-day postoperative outcomes of resident involvement in shoulder-stabilization surgical procedures using the American College of Surgeons National Surgical Quality Improvement database. Methods We conducted a retrospective review of the National Surgical Quality Improvement database for all shoulder-stabilization procedures from 2010 to 2018. Procedures included arthroscopic Bankart, arthroscopic Bankart with SLAP repair, arthroscopic Bankart with Remplissage, open Bankart, anterior bone block, posterior bone block, Latarjet coracoid process transfer, and capsular shift/capsulorrhaphy for multidirectional instability. Data included preoperative demographics, comorbidities, and 30-day postoperative outcomes. Cases were categorized into 2 groups: "attending alone" and "attending and resident." Statistical analysis comparing groups on demographics and comorbidities included independent t-test for continuous variables and Pearson χ2 or Fischer exact for categorical variables. A logistic regression model including propensity score was used to calculate adjusted odds ratio for outcomes. Results A total of 3,954 patients undergoing shoulder-stabilization procedures were included in the study and 28.8% of patients had a resident involved in their procedure. Residents were more likely to be involved in procedure for patients who were of minority ethnicity (P < .001), a lower body mass index (P < .001) and less likely to have a history of chronic obstructive pulmonary disease (P = .029). Resident involvement resulted in statistically significant longer total operation time (91 vs 85 minutes, P < .001). In terms of postsurgical outcomes, complication rates were low for both groups (∼0.8%). Resident involvement was not associated with any significant increase in 30-day postsurgical complications. Conclusions Our results show that resident involvement in shoulder-stabilization surgery is associated with a significant increase in operative time without any significant increase in 30-day postsurgical complications. Level of Evidence Level III, retrospective comparative study.
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Affiliation(s)
- John D. Jovan
- Frank H. Netter M.D. School of Medicine, Quinnipiac University, North Haven, Connecticut, U.S.A
| | - Aaron J. Marcel
- Frank H. Netter M.D. School of Medicine, Quinnipiac University, North Haven, Connecticut, U.S.A
| | - Karen M. Myrick
- Frank H. Netter M.D. School of Medicine, Quinnipiac University, North Haven, Connecticut, U.S.A
| | - Richard S. Feinn
- Frank H. Netter M.D. School of Medicine, Quinnipiac University, North Haven, Connecticut, U.S.A
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Farah GJ, Rogers JL, Lopez AM, Brown NJ, Pennington Z, Kuo C, Gold J, Bui NE, Koester SW, Gendreau JL, Diaz-Aguilar LD, Oh MY, Pham MH. Resident Training in Spine Surgery: A Systematic Review of Simulation-Based Educational Models. World Neurosurg 2023; 174:81-115. [PMID: 36921712 DOI: 10.1016/j.wneu.2023.03.032] [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: 12/19/2022] [Revised: 03/06/2023] [Accepted: 03/07/2023] [Indexed: 03/14/2023]
Abstract
OBJECTIVE With the increasing prevalence of spine surgery, ensuring effective resident training is becoming of increasing importance. Training safe, competent surgeons relies heavily on effective teaching of surgical indications and adequate practice to achieve a minimum level of technical proficiency before independent practice. American Council of Graduate Medical Education work-hour restrictions have complicated the latter, forcing programs to identify novel methods of surgical resident training. Simulation-based training is one such method that can be used to complement traditional training. The present review aims to evaluate the educational success of simulation-based models in the spine surgical training of residents. METHODS Using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, the PubMed, Web of Science, and Google Scholar databases were systematically screened for English full-text studies examining simulation-based spine training curricula. Studies were categorized based on simulation model class, including animal-cadaveric, human-cadaveric, physical/3-dimensional, and computer-based/virtual reality. Outcomes studied included participant feedback regarding the simulator and competency metrics used to evaluate participant performance. RESULTS Seventy-two studies were identified. Simulators displayed high face validity and were useful for spine surgery training. Objective measures used to evaluate procedural performance included implant placement evaluation, procedural time, and technical skill assessment, with numerous simulators demonstrating a learning effect. CONCLUSIONS While simulation-based educational models are one potential means of training residents to perform spine surgery, traditional in-person operating room training remains pivotal. To establish the efficacy of simulators, future research should focus on improving study quality by leveraging longitudinal study designs and correlating simulation-based training with clinical outcome measures.
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Affiliation(s)
- Ghassan J Farah
- Department of Neurosurgery, University of California San Diego School of Medicine, San Diego, California, USA
| | - James L Rogers
- Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Alexander M Lopez
- Department of Neurosurgery, University of California, Irvine, Orange, California, USA
| | - Nolan J Brown
- Department of Neurosurgery, University of California, Irvine, Orange, California, USA
| | - Zach Pennington
- Department of Neurological Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Cathleen Kuo
- Department of Neurological Surgery, University at Buffalo Jacobs SOM, Buffalo, New York, USA
| | - Justin Gold
- Department of Neurological Surgery, Cooper Medical of Rowan University, Camden, New Jersey, USA
| | - Nicholas E Bui
- Department of Neurosurgery, Loma Linda University Medical Center, Loma Linda, California, USA
| | - Stefan W Koester
- Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Julian L Gendreau
- Department of Biomedical Engineering, Johns Hopkins Whiting School of Engineering, Baltimore, Maryland, USA
| | - Luis Daniel Diaz-Aguilar
- Department of Neurosurgery, University of California San Diego School of Medicine, San Diego, California, USA
| | - Michael Y Oh
- Department of Neurosurgery, University of California, Irvine, Orange, California, USA
| | - Martin H Pham
- Department of Neurosurgery, University of California San Diego School of Medicine, San Diego, California, USA.
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Borja AJ, Ahmad HS, Tomlinson SB, Na J, McClintock SD, Welch WC, Marcotte PJ, Ozturk AK, Malhotra NR. "July Effect" in Spinal Fusions: A Coarsened Exact-Matched Analysis. Neurosurgery 2023; 92:623-631. [PMID: 36700756 DOI: 10.1227/neu.0000000000002256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 09/21/2022] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Few neurosurgical studies examine the July Effect within elective spinal procedures, and none uses an exact-matched protocol to rigorously account for confounders. OBJECTIVE To evaluate the July Effect in single-level spinal fusions, after coarsened exact matching of the patient cohort on key patient characteristics (including race and comorbid status) known to independently affect neurosurgical outcomes. METHODS Two thousand three hundred thirty-eight adult patients who underwent single-level, posterior-only lumbar fusion at a single, multicenter university hospital system were retrospectively enrolled. Primary outcomes included readmissions, emergency department visits, reoperation, surgical complications, and mortality within 30 days of surgery. Logistic regression was used to analyze month as an ordinal variable. Subsequently, outcomes were compared between patients with surgery at the beginning vs end of the academic year (ie, July vs April-June), before and after coarsened exact matching on key characteristics. After exact matching, 99 exactly matched pairs of patients (total n = 198) were included for analysis. RESULTS Among all patients, operative month was not associated with adverse postoperative events within 30 days of the index operation. Furthermore, patients with surgeries in July had no significant difference in adverse outcomes. Similarly, between exact-matched cohorts, patients in July were observed to have noninferior adverse postoperative events. CONCLUSION There was no evidence suggestive of a July Effect after single-level, posterior approach spinal fusions in our cohort. These findings align with the previous literature to imply that teaching hospitals provide adequate patient care throughout the academic year, regardless of how long individual resident physician assistants have been in their particular role.
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Affiliation(s)
- Austin J Borja
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Hasan S Ahmad
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Samuel B Tomlinson
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jianbo Na
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- McKenna EpiLog Fellowship in Population Health, at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Scott D McClintock
- The West Chester Statistical Institute and Department of Mathematics, West Chester University, West Chester, Pennsylvania, USA
| | - William C Welch
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Paul J Marcotte
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Ali K Ozturk
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Neil R Malhotra
- Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- McKenna EpiLog Fellowship in Population Health, at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Gordon AM, Malik AT. Total elbow arthroplasty cases involving orthopaedic residents do not affect short-term postoperative complications. Shoulder Elbow 2023; 15:65-73. [PMID: 36895610 PMCID: PMC9990108 DOI: 10.1177/17585732211034455] [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: 02/08/2021] [Accepted: 06/29/2021] [Indexed: 11/17/2022]
Abstract
Background Impact of resident participation on short-term postoperative outcomes after total elbow arthroplasty has not been studied. The aim was to investigate whether resident participation affects postoperative complication rates, operative time, and length of stay. Methods The American College of Surgeons National Surgical Quality Improvement Program registry was queried from 2006 to 2012 for patients undergoing total elbow arthroplasty. A 1:1 propensity score match was performed to match resident cases to attending-only cases. Comorbidities, surgical time, and short-term (30-day) postoperative complications were compared between groups. Multivariate Poisson regression was used to compare the rates of postoperative adverse events between groups. Results After propensity score match, 124 cases (50% with resident participation) were included. Adverse event rate after surgery was 18.5%. On multivariate analysis, there were no significant differences between attending-only cases and resident involved cases, with regards to short-term major complications, minor complications, or any complications (all p > 0.071). Total operative time was similar between cohorts (149.16 vs. 165.66 min; p = 0.157). No difference was observed in the length of hospital stay (2.95 vs. 2.6 days), p = 0.399. Discussion Resident participation during total elbow arthroplasty is not associated with increased risk for short-term medical or surgical postoperative complications or operative efficiency.
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Affiliation(s)
- Adam M Gordon
- Department of Orthopaedics, The Ohio State University,
Columbus, OH, USA
| | - Azeem Tariq Malik
- Department of Orthopaedics, The Ohio State University,
Columbus, OH, USA
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Waguia Kouam R, Tabarestani TQ, Sykes DAW, Gupta N, Futch BG, Kakmou E, Goodwin CR, Foster NA, Than KD, Wiggins WF, Abd-El-Barr MM. How dimensions can guide surgical planning and training: a systematic review of Kambin's triangle. Neurosurg Focus 2023; 54:E6. [PMID: 36587400 DOI: 10.3171/2022.10.focus22606] [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: 09/01/2022] [Accepted: 10/17/2022] [Indexed: 01/02/2023]
Abstract
OBJECTIVE The authors sought to analyze the current literature to determine dimensional trends across the lumbar levels of Kambin's triangle, clarify the role of imaging techniques for preoperative planning, and understand the effect of inclusion of the superior articular process (SAP). This compiled knowledge of the triangle is needed to perform successful procedures, reduce nerve root injuries, and help guide surgeons in training. METHODS The authors performed a search of multiple databases using combinations of keywords: Kambin's triangle, size, measurement, safe triangle, and bony triangle. Articles were included if their main findings included measurement of Kambin's triangle. The PubMed, Scopus, Ovid, Cochrane, Embase, and Medline databases were systematically searched for English-language articles with no time frame restrictions through July 2022. RESULTS Eight studies comprising 132 patients or cadavers were included in the study. The mean ± SD age was 66.69 ± 9.6 years, and 53% of patients were male. Overall, the size of Kambin's triangle increased in area moving down vertebral levels, with L5-S1 being the largest (133.59 ± 4.36 mm2). This trend followed a linear regression model when SAP was kept (p = 0.008) and removed (p = 0.003). There was also a considerable increase in the size of Kambin's triangle if the SAP was removed. CONCLUSIONS Here, the authors have provided the first reported systematic review of the literature of Kambin's triangle, its measurements at each lumbar level, and key areas of debate related to the definition of the working safe zone. These findings indicate that CT is heavily utilized for imaging of the safe zone, the area of Kambin's triangle tends to increase caudally, and variation exists between patients. Future studies should focus on using advanced imaging techniques for preoperative planning and establishing guidelines for surgeons.
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Affiliation(s)
| | | | | | - Nithin Gupta
- 1Campbell University School of Osteopathic Medicine, Lillington
| | | | - Elisabeth Kakmou
- 3Department of Neurosurgery, Duke University Hospital, Durham, North Carolina
| | - C Rory Goodwin
- 3Department of Neurosurgery, Duke University Hospital, Durham, North Carolina
| | - Norah A Foster
- 4Department of Orthopedic Surgery, Miami Valley Hospital, Centerville, Ohio; and
| | - Khoi D Than
- 3Department of Neurosurgery, Duke University Hospital, Durham, North Carolina
| | - Walter F Wiggins
- 5Department of Radiology, Duke University Hospital, Durham, North Carolina
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Gordon AM, Ashraf AM, Magruder ML, Conway CA, Sheth BK, Choueka J. Resident and Fellow Participation Does Not Affect Short-Term Postoperative Complications After Distal Radius Fracture Fixation. J Wrist Surg 2022; 11:433-440. [PMID: 36339070 PMCID: PMC9633139 DOI: 10.1055/s-0041-1742206] [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: 07/31/2021] [Accepted: 12/09/2021] [Indexed: 01/26/2023]
Abstract
Background Complications after open reduction internal fixation (ORIF) for distal radius fractures (DRF) are well documented, but the impact of trainee involvement on postoperative outcomes has not been studied. Questions Does trainee involvement affect postoperative complication rates and length of hospital stay? Methods The American College of Surgeons National Surgical Quality Improvement Program was queried from 2006 to 2012 for patients undergoing DRF ORIF. A 1:1 propensity score matched resident/fellow involved cases to attending-only cases. Demographics, length of stay, and postoperative complications were compared between the two groups. Logistic regression was used to evaluate independent predictors of adverse events and to evaluate cases with and without trainee involvement. Results Overall, 3,003 patients underwent DRF ORIF from 2006 to 2012. After matching, 1,150 cases (50% with resident/fellow involvement) were included. The overall rate of adverse events was 4.4% (46/1,050). There were no significant differences in the short-term complication rate in trainee-involved (2.3%) versus attending-only cases (3.9%) ( p = 0.461). For ORIF of DRF, there were no significant differences, between attending-only cases and resident/fellow-involved cases, with regard to short-term major complications ( p = 0.720) or minor complications ( p = 0.374). Length of hospital stay was similar between cohorts (1.22 vs. 0.98 days) ( p = 0.723). On multivariate analysis, trainee involvement was not an independent predictor of minor, major, or any complication after DRF fixation after controlling for multiple independent factors (all p > 0.364). Discussion Trainee participation in DRF ORIF is not associated with increased risk of short-term (30 days) medical or surgical postoperative complications. Level of Evidence This is a Level IV case-control study.
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Affiliation(s)
- Adam M. Gordon
- Department of Orthopaedic Surgery, Maimonides Medical Center, Brooklyn, New York
| | - Asad M. Ashraf
- Department of Orthopaedic Surgery, Maimonides Medical Center, Brooklyn, New York
| | - Matthew L. Magruder
- Department of Orthopaedic Surgery, Maimonides Medical Center, Brooklyn, New York
| | - Charles A. Conway
- Department of Orthopaedic Surgery, Maimonides Medical Center, Brooklyn, New York
| | - Bhavya K. Sheth
- Department of Orthopaedic Surgery, Maimonides Medical Center, Brooklyn, New York
| | - Jack Choueka
- Department of Orthopaedic Surgery, Maimonides Medical Center, Brooklyn, New York
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Effect of Fellow Involvement and Experience on Patient Outcomes in Spine Surgery. J Am Acad Orthop Surg 2022; 30:831-840. [PMID: 35421018 DOI: 10.5435/jaaos-d-21-01019] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2021] [Accepted: 03/06/2022] [Indexed: 02/01/2023] Open
Abstract
INTRODUCTION Investigations in spine surgery have demonstrated that trainee involvement correlates with increased surgical time, readmissions, and revision surgeries; however, the specific effects of spine fellow involvement remain unelucidated. This study aims to investigate the isolated effect of fellow involvement on surgical timing and patient-reported outcomes measures (PROMs) after spine surgery and evaluate how surgical outcomes differ by fellow experience. METHODS All patients aged 18 years or older who underwent primary or revision decompression or fusion for degenerative diseases and/or spinal deformity between 2017 and 2019 at a single academic institution were retrospectively identified. Patient demographics, surgical factors, intraoperative timing, transfusion status, length of stay (LOS), readmissions, revision rate, and preoperative and postoperative PROMs were recorded. Surgeries were divided based on spine fellow participation status and occurrence in the start or end of fellowship training. Univariate and multivariate analyses compared outcomes across fellow involvement and fellow experience groups. RESULTS A total of 1,108 patients were included. Age, preoperative diagnoses, number of fusion levels, and surgical approach differed markedly by fellow involvement. Fellow training experience groups differed by patient smoking status, preoperative diagnosis, and surgical approach. On univariate analysis, spine fellow involvement was associated with extended total theater time, induction start to cut time, cut to close time, and LOS. Increased spine fellow training was associated with reduced cut to close time and LOS. On regression, fellow involvement predicted cut to close extension while increased fellow training experience predicted reduction in cut to close time, both independent of surgical factors and assisting residents or physician assistants. Transfusions, readmissions, revision rate, and PROMs did not differ markedly by fellow involvement or experience. CONCLUSION Spine fellow participation predicted extended procedural duration. However, the presence of a spine fellow did not affect long-term postoperative outcomes. Furthermore, increased fellow training experience predicted decreased procedural time, underscoring a learning effect. AVAILABILITY OF DATA AND MATERIAL The data sets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request. LEVEL OF EVIDENCE Level 3.
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Burkhard MD, Farshad M, Suter D, Cornaz F, Leoty L, Fürnstahl P, Spirig JM. Spinal decompression with patient-specific guides. Spine J 2022; 22:1160-1168. [PMID: 35017055 DOI: 10.1016/j.spinee.2022.01.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 12/20/2021] [Accepted: 01/03/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Patient-specific instruments (PSI) have been well established in spine surgery for pedicle screw placement. However, its utility in spinal decompression surgery is yet to be investigated. PURPOSE The purpose of this study was to investigate the feasibility and utility of PSI in spinal decompression surgery compared with conventional freehand (FH) technique for both expert and novice surgeons. STUDY DESIGN Human cadaver study. METHODS Thirty-two midline decompressions were performed on 4 fresh-frozen human cadavers. An expert spine surgeon and an orthopedic resident (novice) each performed 8 FH and 8 PSI-guided decompressions. Surgical time for each decompression method was measured. Postoperative decompression area, cranial decompression extent in relation to the intervertebral disc, and lateral recess bony overhang were measured on postoperative CT-scans. In the PSI-group, the decompression area and osteotomy accuracy were evaluated. RESULTS The surgical time was similar in both techniques, with 07:25 min (PSI) versus 06:53 min (FH) for the expert surgeon and 12:36 min (PSI) vs. 11:54 (FH) for the novice surgeon. The postoperative cranial decompression extent and the lateral recess bony overhang did not differ between both techniques and surgeons. Further, the postoperative decompression area was significantly larger with the PSI than with the FH for the novice surgeon (477 vs. 305 mm2; p=.01), but no significant difference was found between both techniques for the expert surgeon. The execution of the decompression differed from the preoperative plan in the decompression area by 5%, and the osteotomy planes had an accuracy of 1-3 mm. CONCLUSION PSI-guided decompression is feasible and accurate with similar procedure time to the standard FH technique in a cadaver model, which warrants further investigation in vivo. In comparison to the FH technique, a more extensive decompression was achieved with PSI in the novice surgeon's hands in this study. CLINICAL SIGNIFICANCE The PSI-guided spinal decompression technique may be a useful alternative to FH decompression in certain situations. A special potential of the PSI technique could lie in the technical aid for novice surgeons and in situations with unconventional anatomy or pathologies such as deformity or tumor. This study serves as a starting point toward PSI-guided spinal decompression, but further in vivo investigations are necessary.
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Affiliation(s)
- Marco D Burkhard
- Department of Orthopedics, Balgrist University Hospital, University of Zurich, Switzerland.
| | - Mazda Farshad
- Department of Orthopedics, Balgrist University Hospital, University of Zurich, Switzerland; University Spine Center Zurich, Balgrist University Hospital, University of Zurich, Switzerland
| | - Daniel Suter
- Research in Orthopedic Computer Science (ROCS), University Hospital Balgrist, University of Zurich, Switzerland
| | - Frédéric Cornaz
- Department of Orthopedics, Balgrist University Hospital, University of Zurich, Switzerland
| | - Laura Leoty
- Research in Orthopedic Computer Science (ROCS), University Hospital Balgrist, University of Zurich, Switzerland
| | - Philipp Fürnstahl
- Research in Orthopedic Computer Science (ROCS), University Hospital Balgrist, University of Zurich, Switzerland
| | - José Miguel Spirig
- Department of Orthopedics, Balgrist University Hospital, University of Zurich, Switzerland; University Spine Center Zurich, Balgrist University Hospital, University of Zurich, Switzerland
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Borja AJ, Ahmad HS, Ghenbot Y, Na J, McClintock SD, Mueller KB, Burkhardt JK, Yoon JW, Malhotra NR. Resident Assistant Training Level is not Associated with Patient Spinal Fusion Outcomes. Clin Neurol Neurosurg 2022; 221:107388. [DOI: 10.1016/j.clineuro.2022.107388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 07/17/2022] [Accepted: 07/23/2022] [Indexed: 11/03/2022]
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Lakomkin N, Stannard B, Fogelson JL, Mikula AL, Lenke LG, Zuckerman SL. Comparison of surgical invasiveness and morbidity of adult spinal deformity surgery to other major operations. Spine J 2021; 21:1784-1792. [PMID: 34332146 DOI: 10.1016/j.spinee.2021.07.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 06/12/2021] [Accepted: 07/20/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Adult spinal deformity (ASD) surgeries are complex, involving long operative times and surgical morbidity. It is currently unclear how the invasiveness of ASD surgery compares to other major operations. PURPOSE To: (1) develop a quantitative score of surgical morbidity and invasiveness, and (2) compare this score between ASD surgery and other major operations. STUDY DESIGN Retrospective review of prospectively collected data. PATIENT SAMPLE A prospective surgical registry was used to identify all patients undergoing ASD surgery involving ≥ 7 segments. Seventeen additional procedures were included: coronary artery bypass grafting (CABG), pancreatectomy, and esophagectomy, among others. OUTCOME MEASURES Perioperative factors (operative time, transfusions, ventilation) and complications were collected and combined with a previously validated Postoperative Morbidity Survey to create a Surgical Invasiveness and Morbidity Score (SIMS). METHODS Computed scores were compared across surgeries using Welch's t-test. Multiple linear regression modeling was used to compare the SIMS of major surgeries relative to ASD while controlling for patient demographics and comorbidities. RESULTS A total of 1,245,282 surgical patients were included, 4,656 of which underwent ASD surgery. After multiple regression modeling controlling for patient demographics and comorbidities, ASD surgery ranked fourth in SIMS. ASD surgery had a significantly greater SIMS than 13 other major procedures including 6th esophagectomy (adjusted mean difference=-0.05, 95%CI -0.01-0.09, p<.001), 8th pancreatectomy (-0.40, 0.37-0.44, p<.001), 11th craniotomy for tumor (-1.01, 0.98-1.04, p<.001), and 12th sacral chordoma resection (-1.31, 1.26-1.37, p<.001). CONCLUSIONS ASD surgery was associated with significantly greater SIMS than many other major operations, even when controlling for important perioperative factors. These data have implications for patient counseling, resource allocation, and informed consent.
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Affiliation(s)
- Nikita Lakomkin
- Department of Neurologic Surgery, Mayo Clinic, Rochester MN, USA
| | - Blaine Stannard
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | | | - Anthony L Mikula
- Department of Neurologic Surgery, Mayo Clinic, Rochester MN, USA
| | - Lawrence G Lenke
- Department of Orthopaedic Surgery, Och Spine Hospital, Columbia University Medical Center, New York, NY, USA
| | - Scott L Zuckerman
- Department of Orthopaedic Surgery, Och Spine Hospital, Columbia University Medical Center, New York, NY, USA; Department of Neurological Surgery, Vanderbilt University, Nashville, TN, USA.
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Traven SA, McGurk KM, Althoff AD, Walton ZJ, Leddy LR, Potter BK, Slone HS. Resident Level Involvement Affects Operative Time and Surgical Complications in Lower Extremity Fracture Care. JOURNAL OF SURGICAL EDUCATION 2021; 78:1755-1761. [PMID: 33903063 DOI: 10.1016/j.jsurg.2021.03.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2020] [Revised: 01/01/2021] [Accepted: 03/13/2021] [Indexed: 06/12/2023]
Abstract
OBJECTIVE The purpose of this study is to evaluate the effect of resident participation on operative time and surgical complications in isolated lower extremity fracture care. SETTING Patients who were treated at teaching hospitals participating in the American College of Surgeons National Surgical Quality Improvement Program database. PARTICIPANTS A total of 2,488 patients who underwent surgical fixation of isolated hip fractures, femoral or tibial shaft fractures, and ankle fractures. DESIGN Patients were stratified by surgical procedure and post-graduate year (PGY) of the resident involved. Total operative time and surgical complications were analyzed with respect to resident participation and seniority. Multivariable logistic regression analyses were used to adjust for potential confounders including case complexity, wound class, and patient comorbidity burden. RESULTS As PGY level increased, operative time increased for each procedure. The odds for a deep surgical site infection decreased as resident seniority increased, but the odds for wound dehiscence increased as resident seniority increased. We found no difference in the incidences of superficial infections or return to the OR with respect to PGY level. Academic quarter within the academic year did not correlate with any of the surgical complications. Furthermore, when cases performed with residents were compared to those performed without residents, there was no increased risk of superficial infections, deep infections, or return to the OR. CONCLUSIONS This nationally representative dataset demonstrates that operative times for lower extremity orthopedic trauma increased as resident seniority increased. Additionally, senior resident participation was associated with increased wound dehiscence, whereas junior resident participation was associated with an increased risk of deep surgical site infections. However, there was no associated "July effect" for residents at any level of training and there was no increased risk for surgical site infections or return to the OR in cases involving resident participation.
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Affiliation(s)
- Sophia A Traven
- Medical University of South Carolina, Charleston, South Carolina.
| | - Kathy M McGurk
- Medical University of South Carolina, Charleston, South Carolina
| | | | - Zeke J Walton
- Medical University of South Carolina, Charleston, South Carolina
| | - Lee R Leddy
- Medical University of South Carolina, Charleston, South Carolina
| | | | - Harris S Slone
- Medical University of South Carolina, Charleston, South Carolina
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Chan AK, Patel AB, Bisson EF, Bydon M, Glassman SD, Foley KT, Shaffrey CI, Potts EA, Shaffrey ME, Coric D, Knightly JJ, Park P, Wang MY, Fu KMG, Slotkin JR, Asher AL, Virk MS, Kerezoudis P, Alvi MA, Guan J, Choy W, Haid RW, Mummaneni PV. "July Effect" Revisited: July Surgeries at Residency Training Programs are Associated with Equivalent Long-term Clinical Outcomes Following Lumbar Spondylolisthesis Surgery. Spine (Phila Pa 1976) 2021; 46:836-843. [PMID: 33394990 DOI: 10.1097/brs.0000000000003903] [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: 02/01/2023]
Abstract
STUDY DESIGN Retrospective analysis of a prospective registry. OBJECTIVE We utilized the Quality Outcomes Database (QOD) registry to investigate the "July Effect" at QOD spondylolisthesis module sites with residency trainees. SUMMARY OF BACKGROUND DATA There is a paucity of investigation on the long-term outcomes following surgeries involving new trainees utilizing high-quality, prospectively collected data. METHODS This was an analysis of 608 patients who underwent single-segment surgery for grade 1 degenerative lumbar spondylolisthesis at 12 high-enrolling sites. Surgeries were classified as occurring in July or not in July (non-July). Outcomes collected included estimated blood loss, length of stay, operative time, discharge disposition, complications, reoperation and readmission rates, and patient-reported outcomes (Oswestry Disability Index [ODI], Numeric Rating Scale [NRS] Back Pain, NRS Leg Pain, EuroQol-5D [EQ-5D] and the North American Spine Society [NASS] Satisfaction Questionnaire). Propensity score-matched analyses were utilized to compare postoperative outcomes and complication rates between the July and non-July groups. RESULTS Three hundred seventy-one surgeries occurred at centers with a residency training program with 21 (5.7%) taking place in July. In propensity score-matched analyses, July surgeries were associated with longer operative times ( average treatment effect = 22.4 minutes longer, 95% confidence interval 0.9-449.0, P = 0.041). Otherwise, July surgeries were not associated with significantly different outcomes for the remaining perioperative parameters (estimated blood loss, length of stay, discharge disposition, postoperative complications), overall reoperation rates, 3-month readmission rates, and 24-month ODI, NRS back pain, NRS leg pain, EQ-5D, and NASS satisfaction score (P > 0.05, all comparisons). CONCLUSION Although July surgeries were associated with longer operative times, there were no associations with other clinical outcomes compared to non-July surgeries following lumbar spondylolisthesis surgery. These findings may be due to the increased attending supervision and intraoperative education during the beginning of the academic year. There is no evidence that the influx of new trainees in July significantly affects long-term patient-centered outcomes.Level of Evidence: 3.
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Affiliation(s)
- Andrew K Chan
- Department of Neurological Surgery, University of California, San Francisco, Ca
| | - Arati B Patel
- Department of Neurological Surgery, University of California, San Francisco, Ca
| | - Erica F Bisson
- Department of Neurological Surgery, University of Utah, Salt Lake City, UT
| | - Mohamad Bydon
- Department of Neurologic Surgery, Mayo Clinic, Rochester, MN
| | | | - Kevin T Foley
- Department of Neurological Surgery, University of Tennessee Health Science Center, Semmes Murphey Neurologic and Spine Institute, Memphis, TN
| | | | - Eric A Potts
- Goodman Campbell Brain and Spine, Indianapolis, IN
| | - Mark E Shaffrey
- Department of Neurological Surgery, University of Virginia Health System, Charlottesville, VA
| | - Domagoj Coric
- Neuroscience Institute, Carolinas HealthCare System and Carolina NeuroSurgery and Spine Associates, Charlotte, NC
| | | | - Paul Park
- Department of Neurological Surgery, University of Michigan, Ann Arbor, MI
| | - Michael Y Wang
- Departments of Neurological Surgery and Rehab Medicine, University of Miami, FL
| | - Kai-Ming G Fu
- Department of Neurological Surgery, Weill Cornell Medical Center, New York, NY
| | | | - Anthony L Asher
- Neuroscience Institute, Carolinas HealthCare System and Carolina NeuroSurgery and Spine Associates, Charlotte, NC
| | - Michael S Virk
- Department of Neurological Surgery, Weill Cornell Medical Center, New York, NY
| | | | - Mohammed A Alvi
- Department of Neurologic Surgery, Mayo Clinic, Rochester, MN
| | - Jian Guan
- Department of Neurological Surgery, University of Utah, Salt Lake City, UT
| | - Winward Choy
- Department of Neurological Surgery, University of California, San Francisco, Ca
| | | | - Praveen V Mummaneni
- Department of Neurological Surgery, University of California, San Francisco, Ca
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15
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Divi SN, Goyal DK, Hoffman E, Conaway WK, Galtta M, Bowles DR, Houlihan NV, Bechay JF, McEntee RM, Kaye ID, Kurd MF, Woods BI, Radcliff KE, Rihn JA, Anderson DG, Hilibrand AS, Kepler CK, Vaccaro AR, Schroeder GD. How Does the Presence of a Surgical Trainee Impact Patient Outcomes in Lumbar Fusion Surgery? Int J Spine Surg 2021; 15:471-477. [PMID: 34074745 PMCID: PMC8176829 DOI: 10.14444/8033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND While the impact of trainee involvement in other surgical fields is well established, there is a paucity of literature assessing this relationship in orthopaedic spine surgery. The goal of this study was to further elucidate this relationship. METHODS A retrospective cohort study was initiated on patients undergoing 1-3 level lumbar spine fusion at a single academic center. Operative reports from cases were examined, and patients were divided into 2 groups depending on whether a fellow or resident (F/R) or a physician's assistant (PA) was used as the primary assist. Patients with less than 1-year follow-up were excluded. Multiple linear regression was used to assess change in each patient-reported outcome, and multiple binary logistic regression was used to determine significant predictors of revision, infection, and 30- or 90-day readmission. RESULTS One hundred and seventy-two patients were included in the F/R group compared with 178 patients in the PA group. No differences existed between groups for total surgery time, length of stay, 30- or 90-day readmissions, infection, or revision rates. No differences existed between groups in terms of patient-reported outcomes preoperatively or postoperatively. In addition, presence of a surgical trainee was not a significant predictor of patient outcomes or rates of infection, overall revision, or 30- and 90-day readmission rates. CONCLUSIONS The results of this study indicate the presence of an orthopaedic spine F/R does not increase complication rates and does not affect short-term patient-reported outcomes in lumbar decompression and fusion surgery. LEVEL OF EVIDENCE 3.
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Affiliation(s)
- Srikanth N. Divi
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Dhruv K.C. Goyal
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Eve Hoffman
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - William K. Conaway
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Matt Galtta
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Daniel R. Bowles
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Nathan V. Houlihan
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Joseph F. Bechay
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Richard M. McEntee
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - I. David Kaye
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Mark F. Kurd
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Barrett I. Woods
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Kris E. Radcliff
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Jeffery A. Rihn
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - D. Greg Anderson
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Alan S. Hilibrand
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Christopher K. Kepler
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Alexander R. Vaccaro
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Gregory D. Schroeder
- Department of Orthopaedic Surgery, Rothman Institute, Thomas Jefferson University, Philadelphia, Pennsylvania
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Are Patient Outcomes Affected by the Presence of a Fellow or Resident in Lumbar Decompression Surgery? Spine (Phila Pa 1976) 2021; 46:35-40. [PMID: 33315362 DOI: 10.1097/brs.0000000000003721] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE The aim of this study was to determine whether the presence of a fellow or resident (F/R) compared to a physician assistant (PA) affected surgical variables or short-term patient outcomes. SUMMARY OF BACKGROUND DATA Although orthopedic spine fellows and residents must participate in minimum number of decompression surgeries to gain competency, the impact of trainee presence on patient outcomes has not been assessed. METHODS One hundred and seventy-one patients that underwent a one- to three-level lumbar spine decompression procedure at a high-volume academic center were retrospectively identified. Operative reports from all cases were examined and patients were placed into one of two groups based on whether the first assist was a F/R or a PA. Univariate analysis was used to compare differences in total surgery duration, 30-day and 90-day readmissions, infection and revision rates, patient-reported outcome measures (Short Form-12 Physical Component Score and Mental Component Score, Oswestry Disability Index, Visual Analog Scale [VAS] Back, VAS Leg) between groups. Multiple linear regression was used to assess change in each patient reported outcome and multiple binary logistic regression was used to determine significant predictors of revision, infection, and 30- or 90-day readmission. RESULTS Seventy-eight patients were included in the F/R group compared to 93 patients in the PA group. There were no differences between groups for total surgery time, 30-day or 90-day readmissions, infection, or revision rates. Using univariate analysis, there were no differences between the two groups pre- or postoperatively (P > 0.05). Using multivariate analysis, presence of a surgical trainee did not significantly influence any patient reported outcome and did not affect infection, revision, or 30- and 90-day readmission rates. CONCLUSION This is one of the first studies to show that the presence of an orthopedic spine fellow or resident does not affect patient short-term outcomes in lumbar decompression surgery. LEVEL OF EVIDENCE 3.
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Basques BA, Saltzman BM, Korber SS, Bolia IK, Mayer EN, Bach BR, Verma NN, Cole BJ, Weber AE. Resident Involvement in Arthroscopic Knee Surgery Is Not Associated With Increased Short-term Risk to Patients. Orthop J Sports Med 2020; 8:2325967120967460. [PMID: 33403211 PMCID: PMC7747120 DOI: 10.1177/2325967120967460] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 06/24/2020] [Indexed: 11/15/2022] Open
Abstract
Background: Whether resident involvement in surgical procedures affects intra- and/or postoperative outcomes is controversial. Purpose/Hypothesis: The purpose of this study was to compare operative time, adverse events, and readmission rate for arthroscopic knee surgery cases with and without resident involvement. We hypothesized that resident involvement would not negatively affect these variables. Study Design: Cohort study; Level of evidence, 3. Methods: A retrospective review of the prospectively maintained National Surgical Quality Improvement Program was performed. Patients who underwent arthroscopic knee surgery between 2005 and 2012 were identified. Multivariate Poisson regression with robust error variance was used to compare the rates of postoperative adverse events and readmission within 30 days between cases with and without resident involvement. Multivariate linear regression was used to compare operative time between cohorts. Because of multiple statistical comparisons, a Bonferroni correction was used, and statistical significance was set at P < .004. Results: A total of 29,539 patients who underwent arthroscopic knee surgery were included in the study, and 11.3% of these patients had a resident involved with the case. The overall rate of adverse events was 1.62%. On multivariate analysis, resident involvement was not associated with increased rates of adverse events or readmission. Resident cases had a mean 6-minute increase in operative time (P < .001). Conclusion: Overall, resident involvement in arthroscopic knee surgery was not associated with an increased risk of adverse events or readmission. Resident involvement was associated with only a mean increased operative time of 6 minutes, a difference that is not likely to be clinically significant. These results support the safety of resident involvement with arthroscopic knee surgery.
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Affiliation(s)
| | - Bryan M. Saltzman
- OrthoCarolina Sports Medicine Center, Charlotte, North Carolina, USA
| | - Shane S. Korber
- USC Epstein Family Center for Sports Medicine at Keck Medicine of USC, Los Angeles, California, USA
| | - Ioanna K. Bolia
- USC Epstein Family Center for Sports Medicine at Keck Medicine of USC, Los Angeles, California, USA
| | - Erik N. Mayer
- Department of Orthopaedic Surgery, University of California, Los Angeles, Los Angeles, California, USA
| | | | | | - Brian J. Cole
- Midwest Orthopaedics at Rush, Chicago, Illinois, USA
| | - Alexander E. Weber
- USC Epstein Family Center for Sports Medicine at Keck Medicine of USC, Los Angeles, California, USA
- Alexander E. Weber, MD, USC Epstein Family Center for Sports Medicine at Keck Medicine of USC, 1520 San Pablo Street #2000, Los Angeles, CA 90033, USA ()
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Baisiwala S, Shlobin NA, Cloney MB, Dahdaleh NS. Impact of Resident Participation During Surgery on Neurosurgical Outcomes: A Meta-Analysis. World Neurosurg 2020; 142:1-12. [DOI: 10.1016/j.wneu.2020.05.266] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 05/29/2020] [Indexed: 11/28/2022]
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Beletsky A, Lu Y, Manderle BJ, Patel BH, Chahla J, Nwachukwu BU, Forsythe B, Verma NN. Quantifying the Opportunity Cost of Resident Involvement in Academic Orthopaedic Sports Medicine: A Matched-Pair Analysis. Arthroscopy 2020; 36:834-841. [PMID: 31919030 DOI: 10.1016/j.arthro.2019.09.032] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Revised: 09/09/2019] [Accepted: 09/12/2019] [Indexed: 02/02/2023]
Abstract
PURPOSE To quantify the cost of resident involvement in academic sports medicine by examining differences in operative time, relative value units (RVUs) per case, and RVUs per hour between attending-only cases and cases with resident involvement. METHODS A retrospective analysis of common sports medicine procedures identified by Current Procedural Terminology code was performed using data from the American College of Surgeons National Surgical Quality Improvement Program database from 2006 to 2015. Matched cohorts were generated based on demographic variables, comorbidities, preoperative laboratory values, and surgical procedures. Bivariate analysis examined mean differences in operative time, RVUs per case, and RVUs per hour between attending-only cases and cases with resident involvement. A cost analysis was performed to quantify differences in RVUs generated per hour in terms of dollars per case. RESULTS A total of 14,840 attending-only cases and 2,230 resident-involved cases were used to generate 2 matched cohorts (N = 4,460). Resident cases had greater mean operative times than attending-only cases, with operative time increasing as residents became more senior (P < .01). Residents participated in cases with larger mean RVUs per case (P < .01). Cases with lone attendings showed greater RVUs per hour (P < .01). The cost of resident involvement increased nearly 8-fold from postgraduate year 1 to postgraduate year 6 residents ($25.70 vs $200.07). CONCLUSIONS In academic sports medicine, the involvement of resident physicians increases operative time. The associated decrease in attending physician efficiency in RVUs per hour equates to an average cost per case of $159.18, with costs increasing as residents become more senior. LEVEL OF EVIDENCE Level III, retrospective comparative trial.
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Affiliation(s)
- Alexander Beletsky
- Division of Sports Medicine, Midwest Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, U.S.A
| | - Yining Lu
- Division of Sports Medicine, Midwest Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, U.S.A
| | - Brandon J Manderle
- Division of Sports Medicine, Midwest Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, U.S.A
| | - Bhavik H Patel
- Division of Sports Medicine, Midwest Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, U.S.A
| | - Jorge Chahla
- Division of Sports Medicine, Midwest Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, U.S.A
| | - Benedict U Nwachukwu
- Division of Sports Medicine, Midwest Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, U.S.A
| | - Brian Forsythe
- Division of Sports Medicine, Midwest Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, U.S.A
| | - Nikhil N Verma
- Division of Sports Medicine, Midwest Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, U.S.A..
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Phan K, Phan P, Stratton A, Kingwell S, Hoda M, Wai E. Impact of resident involvement on cervical and lumbar spine surgery outcomes. Spine J 2019; 19:1905-1910. [PMID: 31323330 DOI: 10.1016/j.spinee.2019.07.006] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Revised: 07/11/2019] [Accepted: 07/12/2019] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Resident involvement in the operating room is a vital component of their medical education. Conflicting and limited research exists regarding the effects of surgical resident participation on spine surgery patient outcomes. PURPOSE To determine the effect of resident involvement on surgery duration, length of hospital stay and 30-day postoperative complication rates in common spinal surgery using the American College of Surgeons' National Surgical Quality Improvement Program (ACS-NSQIP) database. STUDY DESIGN Multicenter retrospective cohort study. PATIENT SAMPLE A total of 1,441 patients met the inclusion criteria: 1,142 patients had surgeries with an attending physician alone and 299 patients had surgeries with trainee involvement. All anterior cervical or posterior lumbar surgery patients were identified. Patients who had missing trainee involvement information, surgery for cancer, preoperative infection or dirty wound classification, spine fractures, traumatic spinal cord injury, intradural surgery, thoracic surgery, and emergency surgery were excluded. OUTCOME MEASURES The main outcomes of interest analyzed from the ACS-NSQIP database included surgical complications, medical complications, length of hospital stay, and surgery duration. METHODS Propensity score for risk of any complication was calculated to account for baseline characteristic differences between the attending alone and trainee present group. Multivariate logistic regression was used to investigate the impact of resident involvement on surgery duration, length of hospital stay, and 30-day postoperative complication rates. RESULTS After adjusting using the calculated propensity score, the multivariate analysis demonstrated that there was no significant difference in any complication rates between surgeries involving trainees compared to surgeries with attending surgeons alone. Surgery times were found to be significantly longer for surgeries involving trainees. To further explore this relationship, separate analyses were performed for tertiles of predicted surgery duration, cervical or lumbar surgery, fusion or nonfusion, and inpatient or outpatient surgery. The effect of trainee involvement on increasing surgery time remained significant for medium predicted surgery duration, longer predicted surgery duration, cervical surgery, lumbar surgery, fusion surgery, and inpatient surgery. There were no significant differences reported for any other factors. CONCLUSIONS After adjusting for confounding, we demonstrated in a national database that resident involvement in surgeries did not increase complication rates. We demonstrated that surgeries with more complex features may lead to an increase in operative time when trainees are involved. Further study is required to determine how to efficiently integrate resident involvement in surgeries without affecting their medical education.
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Affiliation(s)
- Kim Phan
- Division of Orthopaedic Surgery, Department of Surgery, University of Ottawa, The Ottawa Hospital, Ottawa, Ontario, Canada
| | - Philippe Phan
- Division of Orthopaedic Surgery, Department of Surgery, University of Ottawa, The Ottawa Hospital, Ottawa, Ontario, Canada
| | - Alexandra Stratton
- Division of Orthopaedic Surgery, Department of Surgery, University of Ottawa, The Ottawa Hospital, Ottawa, Ontario, Canada
| | - Stephen Kingwell
- Division of Orthopaedic Surgery, Department of Surgery, University of Ottawa, The Ottawa Hospital, Ottawa, Ontario, Canada
| | - Mohamad Hoda
- Division of Orthopaedic Surgery, Department of Surgery, University of Ottawa, The Ottawa Hospital, Ottawa, Ontario, Canada
| | - Eugene Wai
- Division of Orthopaedic Surgery, Department of Surgery, University of Ottawa, The Ottawa Hospital, Ottawa, Ontario, Canada; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada.
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Yolcu Y, Wahood W, Alvi MA, Kerezoudis P, Habermann EB, Bydon M. Reporting Methodology of Neurosurgical Studies Utilizing the American College of Surgeons-National Surgical Quality Improvement Program Database: A Systematic Review and Critical Appraisal. Neurosurgery 2019; 86:46-60. [DOI: 10.1093/neuros/nyz180] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Accepted: 01/27/2019] [Indexed: 12/12/2022] Open
Abstract
AbstractBACKGROUNDUse of large databases such as the American College of Surgeons-National Surgical Quality Improvement Program (ACS-NSQIP) has become increasingly common in neurosurgical research.OBJECTIVETo perform a critical appraisal and evaluation of the methodological reporting for studies in neurosurgical literature that utilize the ACS-NSQIP database.METHODSWe queried Ovid MEDLINE, EMBASE, and PubMed databases for all neurosurgical studies utilizing the ACS-NSQIP. We assessed each study according to number of criteria fulfilled with respect to Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) Statement, REporting of studies Conducted using Observational Routinely-collected Health Data (RECORD) Statement, and Journal of American Medical Association–Surgical Section (JAMA-Surgery) Checklist. A separate analysis was conducted among papers published in core and noncore journals in neurosurgery according to Bradford's law.RESULTSA total of 117 studies were included. Median (interquartile range [IQR]) scores for number of fulfilled criteria for STROBE Statement, RECORD Statement, and JAMA-Surgery Checklist were 20 (IQR:19-21), 9 (IQR:8-9), and 6 (IQR:5-6), respectively. For STROBE Statement, RECORD Statement, and JAMA-Surgery Checklist, item 9 (potential sources of bias), item 13 (supplemental information), and item 9 (missing data/sensitivity analysis) had the highest number of studies with no fulfillment among all studies (56, 68, 50%), respectively. When comparing core journals vs noncore journals, no significant difference was found (STROBE, P = .94; RECORD, P = .24; JAMA-Surgery checklist, P = .60).CONCLUSIONWhile we observed an overall satisfactory reporting of methodology, most studies lacked mention of potential sources of bias, data cleaning methods, supplemental information, and external validity. Given the pervasive role of national databases and registries for research and health care policy, the surgical community needs to ensure the credibility and quality of such studies that ultimately aim to improve the value of surgical care delivery to patients.
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Affiliation(s)
- Yagiz Yolcu
- Mayo Clinic Neuro-Informatics Laboratory, Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota
- Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota
| | - Waseem Wahood
- Mayo Clinic Neuro-Informatics Laboratory, Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota
- Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota
| | - Mohammed Ali Alvi
- Mayo Clinic Neuro-Informatics Laboratory, Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota
- Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota
| | - Panagiotis Kerezoudis
- Mayo Clinic Neuro-Informatics Laboratory, Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota
- Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota
| | | | - Mohamad Bydon
- Mayo Clinic Neuro-Informatics Laboratory, Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota
- Department of Neurologic Surgery, Mayo Clinic, Rochester, Minnesota
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Macki M, Fakih M, Rubinfeld I, Chang V, Walters BC. The Impact of Different Postgraduate Year Training in Neurosurgery Residency on 30-Day Postoperative Outcomes. Neurosurgery 2019; 84:778-787. [PMID: 30010937 DOI: 10.1093/neuros/nyy277] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Accepted: 05/30/2018] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Previous studies have failed to demonstrate statistically significant differences in postsurgical outcomes between operative cases featuring resident participation compared to attending only; however, the effects of level of postgraduate year (PGY) training have not been explored. OBJECTIVE To correlate different PGYs in neurosurgery with 30-d postoperative outcomes. METHODS Using National Surgical Quality Improvement Program 2005-2014, adult neurosurgical cases were divided into subspecialties: spine, open-vascular, cranial, and functional in teaching institutions. Comparison groups: cases involving junior residents (PGY 1-PGY 3), mid-level residents (PGY 4 + PGY 5), and senior residents (PGY 6 + PGY 7). Primary outcome measures included any wound disruption (surgical site infections and/or wound dehiscence), Clavien-Dindo grade IV (life-threatening) complications, and death. RESULTS Compared to junior residents (n = 3729) and mid-level residents (n = 2779), senior residents (n = 3692) operated on patients with a greater comorbidity burden, as reflected by higher American Society of Anesthesiology classifications and decreased level of functional status. Cases with senior resident participation experienced the highest percentages of postoperative wound complications (P = .005), Clavien-Dindo grade IV complications (P = .001), and death (P = .035). However, following multivariable regression, level of residency training in neurosurgery did not predict any of the 3 primary outcome measures. Compared to spinal cases, cranial cases predicted a higher incidence of life-threatening complications (odds ratio 1.84, P < .001). CONCLUSION Cases in the senior resident cohort were more technically challenging and exhibited a higher comorbidity burden preoperatively; however, level of neurosurgical training did not predict any wound disruption, life-threatening complications, or death. Residents still provide safe and effective assistance to attending neurosurgeons.
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Affiliation(s)
- Mohamed Macki
- Departments of Neurosurgery, Henry Ford Hospital, Detroit, Michigan
| | - Mohamed Fakih
- Departments of Neurosurgery, Henry Ford Hospital, Detroit, Michigan
| | - Ilan Rubinfeld
- Department of General Surgery, Henry Ford Hospital, Detroit, Michigan
| | - Victor Chang
- Departments of Neurosurgery, Henry Ford Hospital, Detroit, Michigan
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Effect of Resident and Fellow Involvement in Adult Spinal Deformity Surgery. World Neurosurg 2019; 122:e759-e764. [DOI: 10.1016/j.wneu.2018.10.135] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Revised: 10/18/2018] [Accepted: 10/20/2018] [Indexed: 11/18/2022]
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Surgical training in spine surgery: safety and patient-rated outcome. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2019; 28:807-816. [DOI: 10.1007/s00586-019-05883-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Accepted: 01/11/2019] [Indexed: 10/27/2022]
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Basques BA, Saltzman BM, Mayer EN, Bach BR, Romeo AA, Verma NN, Cole BJ, Weber AE. Resident Involvement in Shoulder Arthroscopy Is Not Associated With Short-term Risk to Patients. Orthop J Sports Med 2018; 6:2325967118816293. [PMID: 30622998 PMCID: PMC6302272 DOI: 10.1177/2325967118816293] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Background Shoulder arthroscopy is a commonly performed, critical component of orthopaedic residency training. However, it is unclear whether there are additional risks to patients in cases associated with resident involvement. Purpose To compare shoulder arthroscopy cases with and without resident involvement via a large, prospectively maintained national surgical registry to characterize perioperative risks. Study Design Cohort study; Level of evidence, 3. Methods The prospectively maintained American College of Surgeons National Surgical Quality Improvement Program registry was queried to identify patients who underwent 1 of 12 shoulder arthroscopy procedures from 2005 through 2012. Multivariate Poisson regression with robust error variance was used to compare the rates of postoperative adverse events and readmission within 30 days between cases with and without resident involvement. Multivariate linear regression was used to compare operative time between cohorts. Results A total of 15,774 patients with shoulder arthroscopy were included in the study, and 12.3% of these had a resident involved with the case. The overall rate of adverse events was 1.09%. On multivariate analysis, resident involvement was not associated with increased rates of any aggregate or individual adverse event. There was also no association between resident involvement and risk of readmission within 30 days. Resident involvement was not associated with any difference in operative time (P = .219). Conclusion Resident involvement in shoulder arthroscopy was not associated with increased risk of adverse events, increased operative time, or readmission within 30 days. The results of this study suggest that resident involvement in shoulder arthroscopy cases is a safe method for trainees to learn these procedures.
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Affiliation(s)
- Bryce A Basques
- Midwestern Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, USA
| | - Bryan M Saltzman
- Midwestern Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, USA
| | - Erik N Mayer
- Department of Orthopaedic Surgery, University of Southern California, Los Angeles, California, USA
| | - Bernard R Bach
- Midwestern Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, USA
| | - Anthony A Romeo
- Midwestern Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, USA
| | - Nikhil N Verma
- Midwestern Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, USA
| | - Brian J Cole
- Midwestern Orthopaedics at Rush, Rush University Medical Center, Chicago, Illinois, USA
| | - Alexander E Weber
- Department of Orthopaedic Surgery, University of Southern California, Los Angeles, California, USA
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Acheampong DO, Paul P, Guerrier S, Boateng P, Leitman IM. Effect of Resident Involvement on Morbidity and Mortality Following Thoracic Endovascular Aortic Repair. JOURNAL OF SURGICAL EDUCATION 2018; 75:1575-1582. [PMID: 29709469 DOI: 10.1016/j.jsurg.2018.04.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Revised: 03/27/2018] [Accepted: 04/08/2018] [Indexed: 06/08/2023]
Abstract
OBJECTIVE To evaluate the effect of resident involvement in thoracic endovascular aortic repair (TEVAR). SUMMARY OF BACKGROUND DATA Although the influence of resident intraoperative involvement in several types of surgical procedures has been reported, the effect of resident participation in TEVAR is unknown. We evaluated patient outcomes in resident-involved TEVAR procedures. METHODS The American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database was analyzed for TEVAR performed from 2010 to 2012. Current procedural terminology codes were used to identify adult patients (≥18 y) who underwent TEVAR. Patients were grouped into those with and without resident involvement. Descriptive and binomial logistic statistics were used to determine the effect of resident involvement on post-TEVAR outcomes. p values < 0.05 were considered statistically significant. RESULTS A total of 676 patients met inclusion criteria for this study. Of these, 517 (76.5%) had residents involved. Overall mortality was 9.8%, with no significant difference between the 2 groups (p = 0.88). Resident involvement was not a significant predictor of any post-TEVAR complication. Postoperative pneumonia (3.5% vs 6.9%, p = 0.06), prolonged mechanical ventilation (11.8% vs 11.9%, p = 0.96), stroke (2.7% vs 5.7%, p = 0.07), urinary tract infection (3.3% vs 4.4%, p = 0.50), progressive renal insufficiency (1.2% vs 2.5%, p = 0.22), acute renal failure (4.1% vs 5.0%, p = 0.60), cardiac arrest (2.9% vs 5.0%, p = 0.20), myocardial infarction (1.7% vs 1.9%, p = 0.91), deep venous thrombosis (1.7% vs 1.3%, p = 0.67), red blood cells transfusions (29.2% vs 36.5%, p = 0.08), sepsis (2.9% vs 4.4%, p = 0.35), septic shock (1.9% vs 3.8%, p = 0.18), and unplanned reintubation (8.7% vs 9.4%, p = 0.78) were not significantly affected. Additionally, resident involvement did not significantly affect operative time (176.1 ± 122.8 min vs 180.3 ± 119.1 min, p = 0.71) and anesthesia time (282.1 ± 146.6 min vs 278.3 ± 140.5 min, p = 0.78). CONCLUSIONS The participation of residents in TEVAR did not significantly affect all 30-day patient outcomes. Resident involvement in TEVAR is safe and should be encouraged. MINI ABSTRACT This study evaluated the effect of resident participation on postoperative outcomes of thoracic endovascular aortic repair (TEVAR) using the American College of Surgeons National Surgical Quality Improvement (ACS-NSQIP) database. Results showed that resident involvement in TEVAR does not negatively affect patient outcomes.
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Affiliation(s)
- Derrick O Acheampong
- Department of Surgery, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Philip Paul
- Department of Surgery, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Shanice Guerrier
- Department of Surgery, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Percy Boateng
- Department of Surgery, Icahn School of Medicine at Mount Sinai, New York, New York
| | - I Michael Leitman
- Department of Surgery, Icahn School of Medicine at Mount Sinai, New York, New York.
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Impact of resident participation on outcomes following lumbar fusion: An analysis of 5655 patients from the ACS-NSQIP database. J Clin Neurosci 2018; 56:131-136. [DOI: 10.1016/j.jocn.2018.06.030] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2017] [Revised: 05/01/2018] [Accepted: 06/19/2018] [Indexed: 01/21/2023]
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Predictive Modeling for Blood Transfusion After Adult Spinal Deformity Surgery: A Tree-Based Machine Learning Approach. Spine (Phila Pa 1976) 2018; 43:1058-1066. [PMID: 29215501 DOI: 10.1097/brs.0000000000002515] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE Blood transfusion is frequently necessary after adult spinal deformity (ASD) surgery. We sought to develop predictive models for blood transfusion after ASD surgery, utilizing both classification tree and random forest machine-learning approaches. SUMMARY OF BACKGROUND DATA Past models for transfusion risk among spine surgery patients are disadvantaged through use of single-institutional data, potentially limiting generalizability. METHODS This investigation was conducted utilizing the American College of Surgeons National Surgical Quality Improvement Program dataset years 2012 to 2015. Patients undergoing surgery for ASD were identified using primary-listed current procedural terminology codes. In total, 1029 patients were analyzed. The primary outcome measure was intra-/postoperative blood transfusion. Patients were divided into training (n = 824) and validation (n = 205) datasets. Single classification tree and random forest models were developed. Both models were tested on the validation dataset using area under the receiver operating characteristic curve (AUC), which was compared between models. RESULTS Overall, 46.5% (n = 479) of patients received a transfusion intraoperatively or within 72 hours postoperatively. The final classification tree model used operative duration, hematocrit, and weight, exhibiting AUC = 0.79 (95% confidence interval 0.73-0.85) on the validation set. The most influential variables in the random forest model were operative duration, surgical invasiveness, hematocrit, weight, and age. The random forest model exhibited AUC = 0.85 (95% confidence interval 0.80-0.90). The difference between the classification tree and random forest AUCs was nonsignificant at the validation cohort size of 205 patients (P = 0.1551). CONCLUSION This investigation produced tree-based machine-learning models of blood transfusion risk after ASD surgery. The random forest model offered very good predictive capability as measured by AUC. Our single classification tree model offered superior ease of implementation, but a lower AUC as compared to the random forest approach, although this difference was not statistically significant at the size of our validation cohort. Clinicians may choose to implement either of these models to predict blood transfusion among their patients. Furthermore, policy makers may use these models on a population-based level to assess predicted transfusion rates after ASD surgery. LEVEL OF EVIDENCE 3.
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Zuckerman SL, Lakomkin N, Hadjipanayis CG, Shaffrey CI, Smith JS, Cheng JS. In Reply: Incidence and Predictive Factors of Sepsis Following Adult Spinal Deformity Surgery. Neurosurgery 2018; 83:E44-E45. [PMID: 29660050 DOI: 10.1093/neuros/nyy117] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Scott L Zuckerman
- Department of Neurological Surgery Vanderbilt University Nashville, Tennessee
| | - Nikita Lakomkin
- Department of Neurosurgery Icahn School of Medicine at Mount Sinai New York, New York
| | | | | | - Justin S Smith
- Department of Neurosurgery University of Virginia Charlottesville, Virginia
| | - Joseph S Cheng
- Department of Neurosurgery University of Cincinnati School of Medicine Cincinnati, Ohio
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Bao MH, Keeney BJ, Moschetti WE, Paddock NG, Jevsevar DS. Resident Participation is Not Associated With Worse Outcomes After TKA. Clin Orthop Relat Res 2018; 476:1375-1390. [PMID: 29480888 PMCID: PMC6437564 DOI: 10.1007/s11999.0000000000000002] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Revised: 09/05/2017] [Accepted: 11/03/2017] [Indexed: 01/31/2023]
Abstract
BACKGROUND Approximately one-half of all US surgical procedures, and one-third of orthopaedic procedures, are performed at teaching hospitals. However, the effect of resident participation and their level of training on patient care for TKA postoperative physical function, operative time, length of stay, and facility discharge are unclear. QUESTIONS/PURPOSES (1) Are resident participation, postgraduate year (PGY) training level, and number of residents associated with absolute postoperative Patient-Reported Outcomes Measurement Information System (PROMIS®-10) global physical function score (PCS), and achieving minimum clinically important difference (MCID) PCS improvement, after TKA? (2) Are resident participation, PGY, and number of residents associated with increased TKA operative time? (3) Are resident participation, PGY, and number of residents associated with increased length of stay after TKA? (4) Are resident participation, PGY, and number of residents associated with higher odds of patients being discharged to another inpatient facility, rather than to their home (facility discharge)? METHODS We performed a retrospective study using a longitudinally maintained institutional registry of TKAs that included 1626 patients at a single tertiary academic institution from April 2011 through July 2016. All patients who underwent primary, elective unilateral TKA were included with no exclusions. All patients were included in the operative time, length of stay, and facility discharge models. The PCS model required postoperative PCS score (n = 1417; 87%; mean, 46.4; SD, 8.5) and the MCID PCS model required pre- and postoperative PCS (n = 1333; 82%; 55% achieved MCID). Resident participation was defined as named residents being present in the operating room and documented in the operative notes, and resident PGY level was determined by the date of TKA and its duration since the resident entered the program and using the standard resident academic calendar (July - June). Multivariable regression was used to assess PCS scores, operative time, length of stay, and facility discharge in patients whose surgery was performed with and without intraoperative resident participation, accounting for PGY training level and number of residents. We defined the MCID PCS score improvement as 5 points on a 100-point scale. Adjusting variables included surgeon, academic year, age, sex, race-ethnicity, Charlson Comorbidity Index, preoperative PCS, and patient-reported mental function, BMI, tobacco use, alcohol use, and postoperative PCS time for the PCS models. We had postoperative PCS for 1417 (87%) surgeries. RESULTS Compared with attending-only TKAs (5% of procedures), no postgraduate year or number of residents was associated with either postoperative PCS or MCID PCS improvement (PCS: PGY-1 = -0.98, 95% CI, -6.14 to 4.17, p = 0.708; PGY-2 = -0.26, 95% CI, -2.01to 1.49, p = 0.768; PGY-3 = -0.32, 95% CI, -2.16 to 1.51, p = 0.730; PGY-4 = -0.28, 95% CI, -1.99 to 1.43, p = 0.746; PGY-5 = -0.47, 95% CI, -2.13 to 1.18, p = 0.575; two residents = 0.28, 95% CI, -1.05 to 1.62, p = 0.677) (MCID PCS: PGY-1 = odds ratio [OR], 0.30, 95% CI, 0.07-1.30, p = 0.108; PGY-2 = OR, 0.86, 95% CI, 0.46-1.62, p = 0.641; PGY-3 = OR, 0.97, 95% CI, 0.49-1.89, p = 0.921; PGY-4 = OR, 0.73, 95% CI, 0.39-1.36, p = 0.325; PGY-5 = OR, 0.71, 95% CI, 0.39-1.29, p = 0.259; two residents = OR, 1.23, 95% CI, 0.80-1.89, p = 0.337). Longer operative times were associated with all PGY levels except for PGY-5 (attending surgeon only [reference] = 85.60 minutes, SD, 14.5 minutes; PGY-1 = 100. 13 minutes, SD, 21.22 minutes, +8.44 minutes, p = 0.015; PGY-2 = 103.40 minutes, SD, 23.01 minutes, +11.63 minutes, p < 0.001; PGY-3 = 97.82 minutes, SD, 18.24 minutes, +9.68 minutes, p < 0.001; PGY-4 = 96.39 minutes, SD, 18.94 minutes, +4.19 minutes, p = 0.011; PGY-5 = 88.91 minutes, SD, 19.81 minutes, -0.29 minutes, p = 0.853) or the presence of multiple residents (+4.39 minutes, p = 0.024). There were no associations with length of stay (PGY-1 = +0.04 days, 95% CI, -0.63 to 0.71 days, p = 0.912; PGY-2 = -0.08 days, 95% CI, -0.48 to 0.33 days, p = 0.711; PGY-3 = -0.29 days, 95% CI, -0.66 to 0.09 days, p = 0.131; PGY-4 = -0.30 days, 95% CI, -0.69 to 0.08 days, p = 0.120; PGY-5 = -0.28 days, 95% CI, -0.66 to 0.10 days, p = 0.145; two residents = -0.12 days, 95% CI, -0.29 to 0.06 days, p = 0.196) or facility discharge (PGY-1 = OR, 1.03, 95% CI, 0.26-4.08, p = 0.970; PGY-2 = OR, 0.61, 95% CI, 0.31-1.20, p = 0.154; PGY-3 = OR, 0.98, 95% CI, 0.48-2.02, p = 0.964; PGY-4 = OR, 0.83, 95% CI, 0.43-1.57, p = 0.599; PGY-5 = OR, 0.7, 95% CI, 0.41-1.40, p = 0.372; two residents = OR, 0.93, 95% CI, 0.56-1.54, p = 0.766) for any PGY or number of residents. CONCLUSIONS Our findings should help assure patients, residents, physicians, insurers, and hospital administrators that resident participation, after adjusting for numerous patient and clinical factors, does not have any association with key medical and financial metrics, including postoperative PCS, MCID PCS, length of stay, and facility discharge. Future research in this field should focus on whether residents affect knee-specific patient-reported outcomes such as the Knee Injury and Osteoarthritis Score and additional orthopaedic procedures, and determine how resident medical education can be further enhanced without compromising patient care and safety.Level of Evidence Level III, therapeutic study.
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Affiliation(s)
- Mike H Bao
- M. H. Bao, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA B. J. Keeney, W. E. Moschetti, N. G. Paddock, D. S. Jevsevar, Department of Orthopaedics, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA B. J. Keeney, W. E. Moschetti, D. S. Jevsevar, Department of Orthopaedics, Geisel School of Medicine, Dartmouth College, Lebanon, NH, USA B. J. Keeney, Berkley Medical Management Solutions, a W.R. Berkley Company, Overland Park, KS, USA
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Zuckerman SL, Lakomkin N, Smith JS, Shaffrey CI, Devin CJ. Incidence and predictors of all-cause mortality within one year after adult spinal deformity surgery. JOURNAL OF SPINE SURGERY 2018; 4:333-341. [PMID: 30069526 DOI: 10.21037/jss.2018.05.28] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Background Surgery for adult spinal deformity (ASD) can significantly improve quality of life but is associated with significant risk of morbidity. Among the most devastating potential complications after these operations is death. The current study aims to report the incidence, preoperative factors, and postoperative complications associated with all-cause mortality within 1 year following ASD surgery. Methods Adults who underwent thoracolumbar spinal deformity correction between 2008 and 2014 were identified in the National Surgical Quality Improvement Program (NSQIP) database. Demographic characteristics were extracted. The primary outcome was death within 1 year of ASD surgery. Propensity score matching was used to control for confounding factors, followed by univariate/multivariable logistic regression to predict the odds of death within 1 year of ASD surgery. Results A total of 6,158 patients underwent ASD surgery and 61 (0.99%) died within one year of surgery. Preoperative factors: controlling for age, gender, American Society of Anesthesiologists (ASA) score and postoperative complications, four independent risk factors were associated with all-cause mortality within 1 year of ASD surgery: increased age (OR =1.03; 95% CI, 1.01-1.06; P=0.012), ASA score (OR =4.32; 95% CI, 2.68-6.94; P<0.001), cancer history (OR =7.91; 95% CI, 4.23-14.78; P<0.001) and unintentional weight loss (OR =4.65; 95% CI, 1.68-12.89; P=0.003). Postoperative complications: using propensity score matching and multivariable logistic regression, three independent risk factors were associated with all-cause mortality within 1 year of ASD surgery: pneumonia (OR =4.00; 95% CI, 1.68-9.53), deep venous thrombosis (DVT) (OR =3.12; 95% CI, 1.20-8.10) and unplanned intubation (OR =3.13; 95% CI, 1.15-8.50). Discussion Death after elective ASD surgery is a devastating yet uncommon event with an incidence of 1%. Preoperative factors of age, ASA score, cancer history, and unexpected weight loss, along with postoperative complications of pneumonia, DVT, and unplanned intubation were independently associated with all-cause mortality within 1 year of ASD surgery. Interestingly, the potentially more severe complications of sepsis, PE, and MI did not independently predict death.
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Affiliation(s)
- Scott L Zuckerman
- Department of Neurological Surgery, Vanderbilt University, Nashville, TN, USA
| | - Nikita Lakomkin
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Justin S Smith
- Department of Neurosurgery, University of Virginia, Charlottesville, VA, USA
| | | | - Clinton J Devin
- Department of Neurological Surgery, Vanderbilt University, Nashville, TN, USA.,Department of Orthopaedic Surgery, Vanderbilt University, Nashville, TN, USA
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Seicean A, Kumar P, Seicean S, Neuhauser D, Selman WR, Bambakidis NC. Impact of Resident Involvement in Neurosurgery: An American College of Surgeons' National Surgical Quality Improvement Program Database Analysis of 33,977 Patients. Neurospine 2018; 15:54-65. [PMID: 29656619 PMCID: PMC5944634 DOI: 10.14245/ns.1836008.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Revised: 03/16/2018] [Accepted: 03/20/2018] [Indexed: 12/21/2022] Open
Abstract
OBJECTIVE There is conflicting and limited literature on the effect of intraoperative resident involvement on surgical outcomes. Our study assessed effects of resident involvement on outcomes in patients undergoing neurosurgery. METHODS We identified 33,977 adult neurosurgical cases from 374 hospitals in the 2006-2012 National Surgical Quality Improvement Program, a prospectively collected national database with established reproducibility and validity. Outcomes were compared according to resident involvement before and after 1:1 matching on procedure and perioperative risk factors. RESULTS Resident involvement was documented in 13,654 cases. We matched 10,170 resident-involved cases with 10,170 attending-alone. In the matched sample, resident involvement was associated with increased surgery duration (average, 34 minutes) and slight increases in odds for prolonged hospital stay (odds ratio, 1.2; 95% confidence interval [CI], 1.2-1.3) and complications (odds ratio, 1.2; 95% CI, 1.1-1.3) including infections (odds ratio, 1.4; 95% CI, 1.2-1.7). Increased risk for infections persisted after controlling for surgery duration (odds ratio, 1.3; 95% CI, 1.1-1.5). The majority of cases were spine surgeries, and resident involvement was not associated with morbidity or mortality for malignant tumor and aneurysm patients. Training level of residents was not associated with differences in outcomes. CONCLUSION Resident involvement was more common in sicker patients undergoing complex procedures, consistent with academic centers undertaking more complex cases. After controlling for patient and intraoperative characteristics, resident involvement in neurosurgical cases continued to be associated with longer surgical duration and slightly higher infection rates. Longer surgery duration did not account for differences in infection rates.
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Affiliation(s)
- Andreea Seicean
- Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA
| | - Prateek Kumar
- Department of Neurosurgery, University of Illinois at Chicago, Chicago, IL, USA
| | - Sinziana Seicean
- Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Duncan Neuhauser
- Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, OH, USA
| | - Warren R. Selman
- Department of Neurosurgery, University Hospitals Case Medical Center, Cleveland, OH, USA
| | - Nicholas C. Bambakidis
- Department of Neurosurgery, University Hospitals Case Medical Center, Cleveland, OH, USA
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Zuckerman SL, Lakomkin N, Stannard BP, Hadjipanayis CG, Shaffrey CI, Smith JS, Cheng JS. Incidence and Predictive Factors of Sepsis Following Adult Spinal Deformity Surgery. Neurosurgery 2017; 83:965-972. [DOI: 10.1093/neuros/nyx578] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2017] [Accepted: 11/04/2017] [Indexed: 11/14/2022] Open
Affiliation(s)
- Scott L Zuckerman
- Department of Neurological Surgery, Vanderbilt University, Nashville, Tennessee
| | - Nikita Lakomkin
- Department of Neurosurgery for Lakomkin, Icahn School of Medicine at Mount Sinai, New York, New York
| | | | | | | | - Justin S Smith
- Department of Neurosurgery, University of Virginia, Charlottesville, Virginia
| | - Joseph S Cheng
- Department of Neurosurgery, University of Cincinnati School of Medicine, Cincinnati, Ohio
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Nutritional Status as an Adjunct Risk Factor for Early Postoperative Complications Following Posterior Cervical Fusion. Spine (Phila Pa 1976) 2017; 42:1367-1374. [PMID: 28187076 DOI: 10.1097/brs.0000000000002119] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective study on prospectively collected data. OBJECTIVE The aim of this study was to study the impact of nutritional status, as measured by serum albumin level, on patient outcomes following posterior cervical fusion (PCF) surgery. SUMMARY OF BACKGROUND DATA Malnutrition is a potential modifiable risk factor that has garnered an increasing amount of attention within orthopedics in recent years. There is evidence to suggest the role of nutritional status in lumbar and ACDF surgery, yet the data for PCF are still lacking. METHODS The American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) was queried by current procedure terminology (CPT) from 2010 to 2014. Bivariate analyses were performed to compare the preoperative characteristics between those with normal albumin and hypoalbuminemia. Postoperative complications and outcomes were similarly analyzed for those with and without low albumin levels. Stepwise multivariate logistic regression models were employed to determine whether hypoalbuminemia was an independent risk factor for short-term patient outcomes and complications. RESULTS There were 1573 cases with measured albumin levels (42.4%). The mean (standard deviation) serum albumin level was 3.9 (0.6). Among these patients, 265 (16.8%) cases had hypoalbuminemia. The adjusted analyses demonstrated that patients with hypoalbuminemia had a significantly higher risk for length of stay >5 days (odds ratio [OR] = 3.8; 95% confidence interval [CI] = 2.8-5.1; P < 0.0001). In addition, hypoalbuminemia was an independent risk factor for any complications (OR = 2.7; 95% CI = 1.9-3.7; P < 0.0001), pulmonary complications (OR = 2.3; 95% CI = 1.2-4.5; P = 0.010), intra/postoperative blood transfusions (OR = 3.2; 95% CI = 2.1-4.9; P < 0.0001), sepsis (OR = 4.0; 95% CI = 1.7-9.2; P = 0.001), and venous thromboemoblism (OR = 3.6; 95% CI = 1.5-8.5; P = 0.004). CONCLUSION These findings implicate that a baseline serum albumin <3.5 g/dL may serve as a valuable prognostic measure for the development of several complications following PCF surgery. LEVEL OF EVIDENCE 3.
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Lin Y, Mayer RR, Verla T, Raskin JS, Lam S. Is there a "July effect" in pediatric neurosurgery? Childs Nerv Syst 2017; 33:1367-1371. [PMID: 28501899 DOI: 10.1007/s00381-017-3432-z] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Accepted: 04/26/2017] [Indexed: 10/19/2022]
Abstract
PURPOSE The belief that July, when resident physicians' training year begins, may be associated with increased risk of patient morbidity and mortality is known as the "July effect." This study aimed to compare complication rates after pediatric neurosurgical procedures in the first versus last academic quarters in two national datasets. METHODS Data were extracted from the National Surgical Quality Improvement Program-Pediatrics (NSQIP-P) database for year 2012 for 30-day complication events and the Kids' Inpatient Database (KID) for year 2012 for in-hospital complication events after pediatric neurosurgical procedures. Descriptive and analytic statistical methods were used to characterize the impact of seasonal variation between the first and last quarters on complications. RESULTS Three thousand six hundred twenty-four procedures in the NSQIP-P dataset and 14,855 hospitalizations in KID were included in the study cohort. No significant difference was observed between the first and fourth quarters for these complication events: wound disruption/dehiscence, wound infection, nerve injury, bleeding requiring transfusion, central line-associated BSI, deep venous thrombosis/pulmonary embolism, urinary tract infection, renal failure, re-intubation/pulmonary failure, cardiac arrest, stroke, coma, and death. There was no difference in the average length of stay or average length of surgical time. In the NSQIP-P, the first quarter was associated with a significantly increased incidence of pneumonia and unplanned re-operation; there was a trend towards increased incidence of unplanned re-admission and sepsis. In KID, there was no difference in the rate of pneumonia or sepsis. CONCLUSION For the majority of morbidity and mortality events, no significant difference was found in occurrence rates between the first and last quarters.
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Affiliation(s)
- Yimo Lin
- Department of Neurosurgery, Oregon Health and Sciences University, Portland, OR, USA
| | - Rory R Mayer
- Division of Pediatric Neurosurgery, Texas Children's Hospital, 6701 Fannin St., Ste. 1230, Houston, TX, 77030, USA.,Department of Neurosurgery, Baylor College of Medicine, Houston, TX, USA
| | - Terence Verla
- Division of Pediatric Neurosurgery, Texas Children's Hospital, 6701 Fannin St., Ste. 1230, Houston, TX, 77030, USA.,Department of Neurosurgery, Baylor College of Medicine, Houston, TX, USA
| | - Jeffrey S Raskin
- Division of Pediatric Neurosurgery, Texas Children's Hospital, 6701 Fannin St., Ste. 1230, Houston, TX, 77030, USA.,Department of Neurosurgery, Baylor College of Medicine, Houston, TX, USA
| | - Sandi Lam
- Division of Pediatric Neurosurgery, Texas Children's Hospital, 6701 Fannin St., Ste. 1230, Houston, TX, 77030, USA. .,Department of Neurosurgery, Baylor College of Medicine, Houston, TX, USA.
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Abstract
Many of the studies in the spine surgical literature using national databases have been directed at examining adverse events, readmission rates, cost, and risk factors for poorer outcomes. Although such studies allow for assessment of large cohorts taken from multiple institutions, they are limited by data collection methods, short-term follow-up, and minimal assessment of functional outcomes. Furthermore, few studies are directed at producing actionable practice changes to improve patient care. Recent work aimed at producing databases with more relevance to spine surgery represent exciting developments to the rapidly growing field of health outcomes research.
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