Danielle C. Sutzko

Predictors of surgical site infection after open lower extremity revascularization

Objective: Surgical site infection (SSI) after open lower extremity bypass (LEB) is a serious complication leading to an increased rate of graft failure, hospital readmission, and health care costs. This study sought to identify predictors of SSI after LEB for arterial occlusive disease and also potential modifiable factors to improve outcomes. Methods: Data from a statewide cardiovascular consortium of 35 hospitals were used to obtain demographic, procedural, and hospital risk factors for patients undergoing elective or urgent open LEB between January 2012 and June 2015. Bivariate comparisons and targeted maximum likelihood estimation were used to identify independent risk factors of SSI. Adjusted odds ratios (ORs) were calculated for patient demographics, comorbidities, operative details, and hospital‐level factors. Results: Our study population included 3033 patients who underwent 703 femoral‐femoral bypasses, 1431 femoral‐popliteal bypasses, and 899 femoral‐distal vessel bypasses. An SSI was diagnosed in 320 patients (10.6%) ≤30 days after the index operation. Adjusted patient and procedural predictors of SSI included renal failure currently requiring dialysis (OR, 4.35; 95% confidence interval [CI], 3.45‐5.47; P < .001), hypertension (OR, 4.29; 95% CI, 2.74‐6.72; P < .001), body mass index ≥25 kg/m2 (OR, 1.78; 95% CI, 1.23‐2.57; P = .002), procedural time >240 minutes (OR, 2.95; 95% CI, 1.89‐4.62; P < .001), and iodine‐only skin preparation (OR, 1.73; 95% CI, 1.02‐2.91; P = .04). Hospital factors associated with increased SSI included hospital size <500 beds (OR, 2.22; 95% CI, 1.09‐4.55; P = .028) and major teaching hospital (OR, 1.66; 95% CI, 1.07‐2.58; P = .024). SSI resulted in increased risk of major amputation and surgical reoperation (P < .01), but did not affect 30‐day mortality. Conclusions: SSI after LEB is associated with an increase in rate of amputation and reoperation. Several patient, operative, and hospital‐related risk factors that predict postoperative SSI were identified, suggesting that targeted improvements in perioperative care may decrease complications and improve vascular patient outcomes.

OpTrust: Validity of a Tool Assessing Intraoperative Entrustment Behaviors

Objective: The aim of this study is to establish evidence to support the validity of a novel faculty-resident intraoperative assessment tool for entrustment known as OpTrust. Background: Recently, the landscape of surgical training has been altered, in part, because of resident work-hour changes and increased supervision requirements. To address these concerns, a new model for assessment of teaching and learning in surgical residencies must be anchored on progression through milestones and entrustment. Methods: OpTrust was designed to assess the faculty-resident dyad in the operating room and measure the entrustment exhibited during intraoperative interactions across 5 domains: (i) types of questions asked, (ii) operative plan, (iii) instruction, (iv) problem solving, and (v) leadership by the surgical resident. After initial pilot testing and refinement of OpTrust, 5 individual raters underwent rater training sessions; 49 individual operating room observations were completed based on 28 cases. Results: OpTrust, as a tool for assessing intraoperative entrustment, is supported by strong validity evidence. In part, it demonstrates strong interrater reliability across all faculty domains as measured by intraclass correlation 1 (ICC1) (0.81–0.93). For resident domains the results were similar with ICC1 (0.84–0.94). Cronbach alpha was 0.89 and 0.87 for faculty and resident entrustment respectively, signifying the 5 domains could be combined into a single construct of entrustment. A high correlation existed between faculty and resident scores (Pearson r = 0.94, P < 0.001) indicating a strong positive linear relationship between faculty and resident mean entrustment scores across all scale domains. Conclusions: OpTrust successfully assesses behaviors associated with entrustment during intraoperative faculty-resident interactions, and has the potential to be adopted across other procedural-based specialties to promote autonomous training progression.

Association of Faculty Entrustment With Resident Autonomy in the Operating Room

Importance A critical balance is sought between faculty supervision, appropriate resident autonomy, and patient safety in the operating room. Variability in the release of supervision during surgery represents a potential safety hazard to patients. A better understanding of intraoperative faculty-resident interactions is needed to determine what factors influence entrustment. Objective To assess faculty and resident intraoperative entrustment behaviors and to determine whether faculty behaviors drive resident entrustability in the operating room. Design, Setting, and Participants This observational study was conducted from September 1, 2015, to August 31, 2016, at Michigan Medicine, the University of Michigan’s health care system. Two surgical residents, 1 medical student, 2 behavioral research scientists, and 1 surgical faculty member observed surgical intraoperative interactions between faculty and residents in 117 cases involving 28 faculty and 35 residents and rated entrustment behaviors. Without intervening in the interaction, 1 or 2 researchers observed each case and noted behaviors, verbal and nonverbal communication, and interaction processes. Immediately after the case, observers completed an assessment using OpTrust, a validated tool designed to assess progressive entrustment in the operating room. Purposeful sampling was used to generate variation in type of operation, case difficulty, faculty-resident pairings, faculty experience, and resident training level. Main Outcomes and Measures Observer results in the form of entrustability scores (range, 1-4, with 4 indicating full entrustability) were compared with resident- and faculty-reported measures. Difficulty of operation was rated on a scale of 1 to 3 (higher scores indicate greater difficulty). Path analysis was used to explore direct and indirect effects of the predictors. Associations between resident entrustability and observation duration, observation month, and faculty entrustment scores were assessed by pairwise Pearson correlation coefficients. Results Twenty-eight faculty and 35 residents were observed across 117 surgical cases from 4 surgical specialties. Cases observed by postgraduate year (PGY) of residents were distributed as follows: PGY-1, 21 (18%); 2, 15 (13%); 3, 17 (15%); 4, 27 (23%); 5, 28 (24%); and 6, 9 (8%). Case difficulty was evenly distributed: 36 (33%) were rated easy/straightforward; 43 (40%), moderately difficult; and 29 (27%), very difficult by attending physicians. Path analysis showed that the association of PGY with resident entrustability was mediated by faculty entrustment (0.23 [.03]; P < .001). At the univariate level, case difficulty (mean [SD] resident entrustability score range, 1.97 [0.75] for easy/straightforward cases to 2.59 [0.82] for very difficult cases; F = 6.69; P = .01), PGY (range, 1.31 [0.28] for PGY-1 to 3.16 [0.54] for PGY-6; F = 22.85; P < .001), and faculty entrustment (2.27 [0.79]; R2 = 0.91; P < .001) were significantly associated with resident entrustability. Mean (SD) resident entrustability scores were highest for very difficult cases (2.59 [0.82]) and PGY-6 (3.16 [0.54]). Conclusions and Relevance Faculty entrustment behaviors may be the primary drivers of resident entrustability. Faculty entrustment is a feature of faculty surgeons’ teaching style and could be amenable to faculty development efforts.

The association of venous thromboembolism chemoprophylaxis timing on venous thromboembolism after major vascular surgery

Objective Venous thromboembolism (VTE) is reported to occur in up to 33% of patients undergoing major vascular surgery. Despite this high incidence, patients inconsistently receive timely VTE chemoprophylaxis. The true incidence of VTE among patients receiving delayed VTE chemoprophylaxis is unknown. We sought to identify the association of VTE chemoprophylaxis timing on VTE risk, postoperative transfusion rates, and 30‐day mortality and morbidity in patients undergoing major open vascular surgery. Methods Patients undergoing major open vascular surgery (open abdominal aortic aneurysm [oAAA] repair, aortofemoral bypass, and lower extremity infrainguinal bypass [LEB]) were identified using the Michigan Surgical Quality Collaborative (MSQC) between July 2012 and June 2015. The VTE rate was compared between patients receiving early versus delayed VTE chemoprophylaxis. VTE chemoprophylaxis delay was defined as therapy initiation more than 24 hours after surgery. The risk‐adjusted association of the chemoprophylaxis timing and VTE development was determined using multivariable logistic regression. Blood transfusion rates, 30‐day mortality, and postoperative complications were compared across groups. Results A total of 2421 patients underwent major open vascular surgery, including 196 oAAA repair, 259 aortofemoral bypass, and 1966 LEB. The overall incidence of 30‐day VTE was 1.40%, ranging from 1.12% for LEB to 3.57% for oAAA repair. Among patients receiving early VTE chemoprophylaxis, the rate of VTE was 0.78% versus 2.26% among those with a delay in VTE chemoprophylaxis (P = .002). When accounting for the preoperative risk of VTE, delayed chemoprophylaxis was associated with a significantly higher risk of VTE (odds ratio, 2.38; 95% confidence interval, 1.12‐5.06; P = .024). The early VTE chemoprophylaxis group was associated with a significantly decreased risk of bleeding compared with those with a delay (14.31% vs 18.90%; P = .002). Overall 30‐day mortality and postoperative complications were similar with the exception of an associated higher rate of infectious complications in the delayed VTE chemoprophylaxis group, including superficial surgical site infection (6.00% vs 4.06%; P = .028), pneumonia (3.25% vs 1.85%; P = .028), urinary tract infection (2.95% vs 1.57%; P = .020), and severe sepsis (3.05% vs 1.71%; P = .029). Conclusions Although patients undergoing major open vascular surgery have a low risk of VTE at baseline, there is a significantly greater risk of developing VTE among patients who have a delay in the administration of VTE chemoprophylaxis. Postoperative transfusion rates were significantly lower among patients receiving early chemoprophylaxis. There were no differences in the 30‐day mortality and postoperative complications, except for infectious complications. Given these findings, surgeons should consider early chemoprophylaxis in the postoperative setting after major open vascular surgery without contraindication.

Impact of a resident's sex on intraoperative entrustment of surgery trainees

Background: Optimizing intraoperative education is critical for development of autonomous residents. Faculty decisions concerning intraoperative entrustment determine the degree to which a resident gains intraoperative responsibility. Accordingly, residents exhibit entrustable behaviors that further faculty entrustment in the operating room. Little empiric evidence exists evaluating how the sex of a resident influences faculty‐resident decisions of entrustment. Studies involving perception‐based measurements of autonomy report inequities for women residents. We sought to assess faculty behaviors in entrustment in relation to resident sex using OpTrust, a third‐party objective measurement tool. Methods: From September 2015 to June 2017 at the University of Michigan, surgical cases were observed and entrustment behaviors were rated using OpTrust. Critical case sampling was used to generate variation in operation type, case difficulty, faculty‐resident pairings, faculty experience, and the level of the residents training. Independent sample t‐tests were conducted to compare faculty entrustment scores, as well as resident entrustability scores. Results: A total of 56 faculty and 73 residents were observed across 223 surgical cases from 4 surgical specialties: general, plastic, thoracic, and vascular. There was no difference in faculty entrustment or entrustability scores between women and men (2.54 vs 2.35, P = .117 and 2.32 vs 2.22, P = .393, respectively). Conclusion: Using OpTrust scores, we found that a residents sex does not appear to influence faculty entrustment in the OR. Faculty entrustment scores for women and men residents are similar across cases. This observation suggests that during the intraoperative interaction, faculty are not extending entrustment or opportunities for autonomy differently to women or men. Future research is needed to identify and measure perioperative elements that inform resident autonomy, which may contribute to inequities for women residents.

Examining variation in Medicare payments and drivers of cost for carotid endarterectomy

BACKGROUND There is a growing interest in providing high quality and low-cost care to Americans. A pursuit exists to measure not only how well hospitals are performing but also at what cost. We examined the variation in costs associated with carotid endarterectomy (CEA), to determine which components contribute to the variation and what drives increased payments. MATERIALS AND METHODS Patients undergoing CEA between 2009 and 2012 were identified in the Medicare provider and analysis review database. Hospital quintiles of cost were generated and variation examined. Multivariable logistic regression was performed to identify independent predictors of high-payment hospitals for both asymptomatic and symptomatic patients undergoing CEA. RESULTS A total of 264,018 CEAs were performed between 2009 and 2012; 250,317 were performed in asymptomatic patients in 2302 hospitals and 13,701 in symptomatic patients in 1851 hospitals. Higher payment hospitals had a higher percentage of nonwhite patients and comorbidity burden. The largest contributors to variation in overall payments were diagnosis-related groups, postdischarge, and readmission payments. After accounting for clustering at the hospital level, independent predictors of high-payment hospitals for all patients were postoperative stroke, length of stay, and readmission ,whereas in the symptomatic group, additional drivers included yearly volume and serious complications. CONCLUSIONS CEA Medicare payments vary nationwide with diagnosis-related group, readmission, and postdischarge payments being the largest contributors to overall payment variation. In addition, stroke, length of stay, and readmission were the only independent predictors of high payment for all patients undergoing CEA.

Bridging the gap: The intersection of entrustability and perceived autonomy for surgical residents in the OR

BACKGROUND Faculty entrustment decisions affect resident entrustability behaviors and surgical autonomy. The relationship between entrustability and autonomy is not well understood. This pilot study explores that relationship. METHODS 108 case observations were completed. Entrustment behaviors were rated using OpTrust. Residents completed a Zwisch self-assessment to measure surgical autonomy. Resident perceived autonomy was collected for 67 cases used for this pilot study. RESULTS Full entrustability was observed in 5 of the 108 observed cases. Residents in our study did not report full autonomy. Spearmans rank correlation coefficient identified that resident entrustability was positively correlated with perceived resident autonomy (ρ = 0.66, p < 0.05). Ordinal logistic regression assessed the relationship between resident entrustability and autonomy. The relationship persisted while controlling for PGY level, gender, and case complexity (OR = 8.42, SEM = 4.54, p < 0.000). CONCLUSIONS Resident entrustability is positively associated with perceived autonomy, yet full entrustability is not translating to the perception of full autonomy for residents.