The deimplementation of laboratory testing in low-risk patients as recommended by the American society of anesthesiologists: An ACS-NSQIP longitudinal analysis.

BACKGROUND: In 2012, the American Society of Anesthesiologists (ASA) published guidelines recommending against routine preoperative laboratory testing for low-risk patients to reduce unnecessary medical expenditures. The aim of this study was to assess the change in routine preoperative laboratory testing in low-risk versus higher-risk patients before and after release of these guidelines. METHODS: The ACS-NSQIP database, 2005-2018, was separated into low-risk versus higher-risk patients based upon a previously published stratification. The guideline implementation date was defined as January 2013. Changes in preoperative laboratory testing over time were compared between low- and higher-risk patients. A difference-in-differences model was applied. The primary outcome included any laboratory test obtained ≤90 days prior to surgery. RESULTS: Of 7,507,991 patients, 972,431 (13.0%) were defined as low-risk and 6,535,560 (87.0%) higher-risk. Use of any preoperative laboratory test declined in low-risk patients from 66.5% before to 59.6% after guidelines, a 6.9 percentage point reduction, versus 93.0%-91.9% in higher-risk patients, a 1.1 percentage point reduction (p < 0.0001, comparing percentage point reductions). After risk-adjustment, the adjusted odds ratio for having any preoperative laboratory test after versus before the guidelines was 0.77 (95% CI 0.76-0.78) in low-risk versus 0.93 (0.92-0.94) in higher-risk patients. In low-risk patients, lack of any preoperative testing was not associated with worse outcomes. CONCLUSIONS: While a majority of low-risk patients continue to receive preoperative laboratory testing not recommended by the ASA, there has been a decline after implementation of guidelines. Continued effort should be directed at the deimplementation of routine preoperative laboratory testing for low-risk patients.

The Effect of Laparoscopic Gastric Ischemic Preconditioning Prior to Esophagectomy on Anastomotic Stricture Rate and Comparison with Esophagectomy-Alone Controls.

BACKGROUND: Benign anastomotic stricture is a recognized complication following esophagectomy. Laparoscopic gastric ischemic preconditioning (LGIP) prior to esophagectomy has been associated with decreased anastomotic leak rates; however, its effect on stricture and the need for subsequent endoscopic intervention is not well studied. METHODS: This was a case-control study at an academic medical center using consecutive patients undergoing oncologic esophagectomies (July 2012-July 2022). Our institution initiated an LGIP protocol on 1 January 2021. The primary outcome was the occurrence of stricture within 1 year of esophagectomy, while secondary outcomes were stricture severity and frequency of interventions within the 6 months following stricture. Bivariable comparisons were performed using Chi-square, Fisher's exact, or Mann-Whitney U tests. Multivariable regression controlling for confounders was performed to generate risk-adjust odds ratios and to identify the independent effect of LGIP. RESULTS: Of 253 esophagectomies, 42 (16.6%) underwent LGIP prior to esophagectomy. There were 45 (17.7%) anastomotic strictures requiring endoscopic intervention, including three patients who underwent LGIP and 42 who did not. Median time to stricture was 144 days. Those who underwent LGIP were significantly less likely to develop anastomotic stricture (7.1% vs. 19.9%; p = 0.048). After controlling for confounders, this difference was no longer significant (odds ratio 0.46, 95% confidence interval 0.14-1.82; p = 0.29). Of those who developed stricture, there was a trend toward less severe strictures and decreased need for endoscopic dilation in the LGIP group (all p < 0.20). CONCLUSION: LGIP may reduce the rate and severity of symptomatic anastomotic stricture following esophagectomy. A multi-institutional trial evaluating the effect of LGIP on stricture and other anastomotic complications is warranted.

Survey of Skull Base Surgeons' Approach to Carcinomas Involving the Cavernous Sinus.

Objectives Carcinomas involving the cavernous sinus are challenging to resect without compromising important neurovascular structures. Given the morbidity and mortality of these operations, radiotherapy, chemotherapy, and immunotherapy are more often utilized. Although limited to case reports and small series, radical resection of the cavernous sinus has been proposed. We aimed to study surgeons' willingness to perform cavernous sinus exenteration (CSE) under different clinical scenarios. Design, Setting, Participants, Main Outcome Measures We conducted an online survey from April to July 2021 among members of the Skull Base Congress and the North American Skull Base Society. Descriptive statistics were used to analyze the main outcome measure of willingness to perform CSE . Results The analytic sample ( n = 112) included 54% otolaryngologists and 43% neurosurgeons. Eighty-six percent practiced in an academic setting. Surgeons' willingness to perform CSE was low (6-16% under different clinical scenarios), citing a belief that they could not obtain oncologic margins and the procedure's morbidity. Forty-five percent had at least one patient undergo CSE with 72% of patients surviving no more than 2 years. Complications included chronic intractable pain, cerebrospinal fluid leak, cerebrovascular accident, and/or intraoperative/postoperative death within 30 days. Sixty percent agreed that the availability of immunotherapy and genomic sequencing has affected their willingness to offer CSE. Conclusion Overall, most of the surgeons surveyed were unwilling to offer CSE for carcinomatous cavernous sinus invasion, whether for primary disease or recurrence. Given the rarity of these tumors and the limited data on CSE, these results may provide more information for clinicians and patients for these treatment decisions.

Barriers and facilitators to measuring patient reported outcomes in an academic breast cancer clinic: An application of the RE-AIM framework.

BACKGROUND: Patient reported outcome measures (PROMs) are important for patient-centered, value-based care; however, implementation into surgical practice remains limited. We aimed to demonstrate feasibility of measuring PROMs in an academic breast cancer clinic. METHODS: We conducted a pilot study implementing the patient-reported outcome measure BREAST-Q among patients with Stage 0-III breast cancer at a single institution from 06/2019-03/2023 using the Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) framework. Barriers and facilitators were characterized. Survey completion was assessed pre-operatively and up to 12 months post-operatively. RESULTS: Barriers included limited time and lack of incorporation into the electronic medical record. Facilitators included utilizing trained team members and an automated workflow. Among eligible patients, 74% completed BREAST-Q at 2-weeks post-operatively and 55% at 12 months post-operatively. CONCLUSIONS: We describe the implementation of a PROM using the RE-AIM framework, highlighting facilitators and barriers that may assist others in collecting patient-reported outcome data.

Health-Related Quality of Life in Patients with Low-Risk Differentiated Thyroid Cancer: A Systematic Review Examining the Extent of Thyroidectomy.

Background: Total thyroidectomy (TT) and hemithyroidectomy (HT) are acceptable surgical options for the treatment of low-risk differentiated thyroid cancer (DTC). While previous data suggest similar disease-free and disease-specific survival regardless of initial surgical treatment, the effect of the extent of surgery on health-related quality of life (HRQOL) is less clear. This systematic review aimed to examine HRQOL in low-risk DTC survivors after TT compared with HT. Methods: A search of PubMed, CINAHL, Cochrane, PsycINFO, and Scopus databases was conducted to identify studies published between January 1, 2011, and December 31, 2022, that assessed HRQOL predominantly in patients with low-risk DTC who underwent open thyroid surgery. Covidence™ software was used to apply the inclusion criteria, and a validated instrument was used to assess study quality. Results: Sixteen of the 1402 identified studies were included: 5 prospective and 11 retrospective cohort studies. The majority of included studies were of good quality (n = 14) and were from Asia and the Middle East (n = 11). Overall, six studies concluded that HT led to a better HRQOL than TT, two concluded that HT only resulted in better HRQOL compared with TT with central neck dissection (CND), and two concluded HT resulted in better short-term HRQOL that dissipated by 6 months postoperatively. The HRQOL domains found across all studies to be most consistently improved after HT included physical health, psychological/emotional, and social function. Factors found to be associated with HRQOL in more than one study included age, stage, and marital status. Conclusion: Differences in HRQOL after HT and TT tended to favor HT particularly when measured <6 months after surgery or when compared with TT with CND. Additional prospective and ideally randomized data are needed to fully determine the impact of the extent of surgery on HRQOL in patients with low-risk thyroid cancer.

Using Artificial Intelligence to Gauge Competency on a Novel Laparoscopic Training System.

OBJECTIVE: Laparoscopic surgical skill assessment and machine learning are often inaccessible to low-and-middle-income countries (LMIC). Our team developed a low-cost laparoscopic training system to teach and assess psychomotor skills required in laparoscopic salpingostomy in LMICs. We performed video review using AI to assess global surgical techniques. The objective of this study was to assess the validity of artificial intelligence (AI) generated scoring measures of laparoscopic simulation videos by comparing the accuracy of AI results to human-generated scores. DESIGN: Seventy-four surgical simulation videos were collected and graded by human participants using a modified OSATS (Objective Structured Assessment of Technical Skills). The videos were then analyzed via AI using 3 different time and distance-based calculations of the laparoscopic instruments including path length, dimensionless jerk, and standard deviation of tool position. Predicted scores were generated using 5-fold cross validation and K-Nearest-Neighbors to train classifiers. SETTING: Surgical novices and experts from a variety of hospitals in Ethiopia, Cameroon, Kenya, and the United States contributed 74 laparoscopic salpingostomy simulation videos. RESULTS: Complete accuracy of AI compared to human assessment ranged from 65-77%. There were no statistical differences in rank mean scores for 3 domains, Flow of Operation, Respect for Tissue, and Economy of Motion, while there were significant differences in ratings for Instrument Handling, Overall Performance, and the total summed score of all 5 domains (Summed). Estimated effect sizes were all less than 0.11, indicating very small practical effect. Estimated intraclass correlation coefficient (ICC) of Summed was 0.72 indicating moderate correlation between AI and Human scores. CONCLUSIONS: Video review using AI technology of global characteristics was similar to that of human review in our laparoscopic training system. Machine learning may help fill an educational gap in LMICs where direct apprenticeship may not be feasible.

De-implementation of Axillary Dissection in Women Undergoing Mastectomy for Breast Cancer.

BACKGROUND: Completion axillary lymph node dissection (cALND) was standard treatment for breast cancer with positive sentinel lymph nodes (SLNs) until 2011, when data from the Z11 and AMAROS trials challenged its survival benefit in early stage breast cancer. We assessed the contribution of patient, tumor, and facility factors on cALND use in patients undergoing mastectomy and SLN biopsy. PATIENTS AND METHODS: Using the National Cancer Database, patients diagnosed from 2012 to 2017 who underwent upfront mastectomy and SLN biopsy with at least one positive SLN were included. A multivariable mixed effects logistic regression model was used to determine the effect of patient, tumor, and facility variables on cALND use. Reference effect measures (REM) were used to compare the contribution of general contextual effects (GCE) to variation in cALND use. RESULTS: From 2012 to 2017, the overall use of cALND decreased from 81.3% to 68.0%. Overall, younger patients, larger tumors, higher grade tumors, and tumors with lymphovascular invasion were more likely to undergo cALND. Facility variables, including higher surgical volume and facility location in the Midwest, were associated with increased use of cALND. However, REM results showed that the contribution of GCE to the variation in cALND use exceeded that of the measured patient, tumor, facility, and time variables. CONCLUSIONS: There was a decrease in cALND use during the study period. However, cALND was frequently performed in women after mastectomy found to have a positive SLN. There is high variability in cALND use, mainly driven by interfacility practice variation rather than specific high-risk patient and/or tumor characteristics.

Survey of student mistreatment experienced during the core clinical clerkships.

BACKGROUND: The goal of this study was to learn more about the potential impact of medical student mistreatment on patient safety and care. METHODS: A web-based survey was sent to members of the class of 2021 and 2022 who have completed their core clerkships at a single academic institution. Descriptive statistics were performed to understand how prior and future mistreatment impacted communication among students and team members. RESULTS: We received 290 of 376 responses (77.1%). 26% of respondents indicated that past mistreatment negatively impacted their communication with other team members. 30% of respondents reported that fear of future mistreatment negatively impacted their communication with other team members. CONCLUSION: Mistreatment of medical students has many sources and occurs throughout the clinical curriculum. Past and fear of future student mistreatment can negatively impact intrateam communication and therefore negatively impact patient care, with the potential of causing poor patient outcomes.

Patient Preferences and Satisfaction With Decisions in Stage-III Melanoma: A Mixed Methods Study.

INTRODUCTION: Rapid accumulation of data in surgical and medical oncology has changed the treatment landscape for patients with stage-III melanoma, introducing options for active surveillance and adjuvant systemic therapy; however, these options have increased the complexity of decision making. METHODS: We conducted an explanatory sequential mixed-methods study consisting of surveys and semistructured interviews among patients diagnosed with stage-III melanoma at a single institution from August 2019 to December 2021. The survey included the validated 30-point satisfaction with decision scale (SWD). The interview guide was developed using a shared decision-making framework. RESULTS: Twenty-six participants completed the survey (response rate 40%) and 17 were interviewed. In the survey, 69% of participants reported receiving a recommendation for active surveillance and 23% received a recommendation for adjuvant systemic therapy. Overall SWD for treatment of the lymph node basin and adjuvant systemic therapy was high at 27.94 and 26.21 out of 30, respectively. In the interviews, participants stressed the importance of the physician's recommendation as well as the desire to minimize intervention and avoid potential side effects in their decisions. However, they demonstrated persistent knowledge gaps in their understanding of the treatment options. CONCLUSIONS: Like other cancer types where the option for active surveillance exists, the physician's recommendation is influential in shaping decisions for patients with stage-III melanoma. Physicians can improve shared decision making in this complex treatment landscape through improved multidisciplinary collaboration and mechanisms for ensuring patients' understanding of the treatment options.

Avoiding Overtreatment of Women ≥70 With Early-Stage Breast Cancer: A Provider-Level Deimplementation Strategy.

INTRODUCTION: National guidelines recommend against routine axillary staging with sentinel lymph node biopsy (SLNB) and adjuvant radiotherapy (RT) in women ≥70 y with early-stage, hormone receptor-positive, HER2-negative breast cancer and clinically negative axilla; however, these practices remain common. METHODS: We conducted a prospective pilot study from August 2021 to 2022 using an intervention targeting breast surgeons and radiation oncologists in Michigan that aimed to reduce SLNB and RT in eligible patients. The intervention consisted of (1) a geriatric assessment, (2) an assessment of the patient's medical maximizing-minimizing preferences, and (3) a tailored script with counterpoints to reasons patients commonly seek SLNB or RT. At the end of the study period, participants completed a survey providing feedback with the primary outcomes being: acceptability, appropriateness, feasibility, and intention and motivation to use the materials based on validated measures. RESULTS: Participants (n = 23) included 15 breast surgeons and 8 radiation oncologists. Collectively, the materials were used with 115 patients. Considering all materials holistically, acceptability, appropriateness, and feasibility of the intervention were high; participants also intended and were motivated to use the intervention. Scores across all measures were highest for the geriatric assessment and lowest for the tailored script. The major barriers to using the intervention were limited time and instances of disagreement on treatment recommendations among surgeons and radiation oncologists. CONCLUSIONS: The omission of SLNB and adjuvant RT should be discussed in appropriately selected patients. A multifaceted provider-level deimplementation strategy may be an effective means for achieving this goal.

Surgeon Perspectives on Determinants of Same-Day Mastectomy: A Roadmap for Implementing Change.

BACKGROUND: Same-day discharge after mastectomy without immediate reconstruction (MwoR) has been shown to be safe, with improved patient satisfaction when compared with patients discharged 1 or more days after surgery. Nevertheless, only 16% of patients undergoing MwoR in Michigan are discharged on the day of surgery, with significant variation between facilities (3-88%). Our objective was to explore determinants of same-day discharge and offer strategies for broader implementation of this practice. METHODS: We conducted semi-structured interviews with surgeons performing MwoR across the state of Michigan. Recruitment utilized purposeful and snowball sampling methods. The Tailored Implementation in Chronic Disease (TICD) framework was used to inform the creation of the interview guide. Interviews were transcribed and then analyzed using directed content analysis guided by the TICD framework. Salient determinants were organized into patient, provider, and system-level factors. RESULTS: Participants (n = 26) included general surgeons, breast surgeons, and surgical oncologists. Most surgeons (n = 18, 69%) reported that they discharged fewer than 60% of patients the same day after MwoR. The most common barriers included patient knowledge at the patient level; awareness of evidence, surgeon dogma, and peer influence at the provider level; and team processes and operating room logistics at the system level. CONCLUSION: We identified surgeon-defined determinants of same-day discharge after MwoR. For the identified barriers, potential implementation strategies could include incorporation of preoperative drain teachings for patients, utilizing consensus statements and opinion leaders to disseminate evidence supporting same-day mastectomies, and conducting workshops with relevant stakeholders to establish consistent facility practice patterns among surgical teams.

What do patients want to know about surgery for low-risk thyroid cancer? A qualitative study.

BACKGROUND: Shared decision-making about treatment for low-risk thyroid cancer requires patients and surgeons to work together to select treatment that best balances risks and expected outcomes with patient preferences and values. To participate, patients must be activated and ask questions. We aimed to characterize what topics patients prioritize during treatment decision-making. METHODS: We identified substantive questions by patients with low-risk (cT1-2, N0) thyroid cancer during audio-recorded consultations with 9 surgeons at 2 unique health care systems. Logistics questions were excluded. Qualitative content analysis was used to identify major themes among patients' questions and surgeon responses. RESULTS: Overall, 28 of 30 patients asked 253 substantive questions, with 2 patients not asking any substantive questions (median 8, range 0-25). Patients were 20 to 71 years old, mostly White (86.7%) and female (80.0%). The questions addressed extent of surgery, hormone supplementation, risk of cancer progression, radioactive iodine, and etiology of thyroid cancer. When patients probed for a recommendation regarding extent of surgery, surgeons often responded indirectly. When patients asked how surgery could impact quality of life, surgeons focused on oncologic benefits and surgical risk. Patients commonly asked about hormone supplementation and radioactive iodine. CONCLUSION: Patient questions focused on the decision regarding extent of surgery, quality of life, and nonsurgical aspects of thyroid cancer care. Surgeon responses do not consistently directly answer patients' questions but focus on the risks, benefits, and conduct of surgery itself. These findings suggest an opportunity to help surgeons with resources to improve shared decision-making by providing information that patients prioritize.

Students' Perspectives on Basic and Clinical Science Integration When Step 1 is Administered After the Core Clerkships.

Phenomenon: According to adult learning theories, effective cognitive integration of basic and clinical science may promote the transfer of knowledge to patient care. The placement of the U.S. Medical Licensing Examination (USMLE) Step 1 after the core clerkships is one strategy intended to facilitate cognitive integration, though learner experiences with this model are unexplored. The purpose of this study is to understand students' perspectives on basic and clinical science integration in a post-clerkship Step 1 curriculum. Approach: Focus groups were conducted between August and September 2020 with senior medical students from the University of California, San Francisco School of Medicine and University of Michigan Medical School. Data were analyzed using a constructivist approach to thematic analysis. Findings: Thirty-three students participated in six focus groups. Participants described multiple barriers to cognitive integration in the clerkship learning environment, though they also identified examples of teaching and learning that facilitated integration. Early in their clerkships, students struggled to integrate because of their tenuous basic science foundation, cognitive overload, and difficulty perceiving the relevance of basic science to patient care. They felt that educators primarily focused on clinical science, and many basic science teaching sessions during clerkships felt irrelevant to patient care. However, students also described experiences that made the connection between basic and clinical science more explicit, including modeling by educators and clerkship learning activities that more overtly encouraged the application of basic science to clinical care. In addition, the return to basic science studying during the post-clerkship dedicated Step 1 study period offered powerful integration opportunities. These facilitators of cognitive integration helped students recognize the value of integration for enduring learning. Insights: There are myriad barriers to cognitive integration of basic and clinical science during clerkships in a post-clerkship Step 1 curriculum. The relevance of basic science to patient care needs to be made more explicit to students through modeling by clinician educators to augment the potential benefits of curricular change. The post-clerkship Step 1 study period appears to offer a unique opportunity for cognitive integration later in a learner's trajectory that may be related to curricular design. When learners recognize the applicability of basic science to patient care, they may more intentionally transfer basic science knowledge to clinical practice.

Sponsorship and Negotiation for Women Otolaryngologists at Midcareer: A Content Analysis.

OBJECTIVE: To explore challenges and opportunities for supporting midcareer women otolaryngologists in the areas of negotiation and sponsorship. STUDY DESIGN: Qualitative approach using semistructured interviews. SETTING: Online multi-institutional interviews. METHODS: This study was performed from June to August 2021. Women otolaryngologists representing diverse subspecialties, training, and practice environments were recruited via a purposive criterion-based sampling approach. Semistructured interviews were transcribed, coded, and analyzed via an inductive-deductive approach to produce a thematic content analysis. RESULTS: Among the 12 women interviewees, who represented 7 subspecialties, the majority were Caucasian (58%) and in academic practice (50%). The median residency graduation year was 2002 (range, 1982-2013). Participants expressed several challenges that women otolaryngologists face with respect to negotiation, including the absence of systematic formal negotiation training, gendered expectations that women experience during negotiations, and a perceived lack of power in negotiations. Obstacles to effective sponsorship included difficulty in the identification of sponsors and the influence of gender and related systemic biases that hindered sponsorship opportunities. CONCLUSION: Notable gender disparities exist for negotiation and sponsorship in the midcareer stage for women otolaryngologists. Women start at a disadvantage due to a lack of negotiation training and access to sponsors, which is exacerbated by systemic gender bias and power differentials as women advance in their careers. This study highlights opportunities to improve negotiation and sponsorship for women, with the goal of promoting a more diverse workforce.

Implementation of melanoma guidelines in the multidisciplinary setting: A qualitative analysis.

BACKGROUND: Data suggest variation in utilization of completion lymph node dissection (CLND) and adjuvant systemic therapy (AT) for sentinel lymph node-positive melanoma. We aimed to explore how clinicians consider multidisciplinary treatment options. METHODS: We conducted semi-structured interviews of surgical oncologists, medical oncologists, and otolaryngologists to produce a thematic analysis. RESULTS: Participants (n = 26) described melanoma care as inherently "multidisciplinary," noting the importance of conversations facilitated by shared clinic days or space. Despite believing that their practice mirrored other clinicians, participants revealed diverging perspectives on CLND and AT. Multidisciplinary care presented challenges for surveillance as surgeons expressed desire to retain ownership of patients but did not feel comfortable overseeing AT needs. Participants questioned the fidelity of nodal ultrasounds, noted redundancy in their roles, and described a "surveillance burden" for patients. CONCLUSION: Opportunities exist to improve multidisciplinary melanoma care through broader consensus of how to translate emerging data into patient care and delineating surveillance roles.

Hearing Loss in Children: Critical Medical Education Delivered as Massive Open Online Course (MOOC).

Purpose: Although early identification of pediatric hearing loss is crucial, a formal online training course has not been freely accessible to a global audience. In response, we created a novel course for health professionals worldwide. Method: Course development occurred from February 2019 to May 2020. Seventeen multidisciplinary experts provided video lectures and demonstrations, including a tour of ear anatomy, operating footage of cochlear implant insertion, and demonstrations of children undergoing hearing testing. Content also included steps for interpreting audiograms, an overview of early screening programs, interviews with Deaf/Hard of Hearing children, and an introduction to public health/educational infrastructure. The course was hosted on Coursera and launched on May 4, 2020. Results: The course was approved for 11.5 Continuing Medical Education (CME) and American Board of Pediatrics Maintenance of Certification (MOC)-Part 2 credits and spanned five modules comprised of 50 video learning segments: 1) Ear Anatomy, 2) Hearing Loss and Assessments, 3) Hearing Loss Diagnosis and Impact on Speech and Language Development, 4) Interventions for Hearing Loss, 5) Pediatric Vestibular System and Balance. Since its launch, 6,556 learners have enrolled and 1,540 have fully completed the course; Fifty percent were 25-34 years old, 62% were female, and 43% were from Asia. Average rating was 4.9/5 (n=180 reviews). Conclusions: We created a freely accessible course for a global audience that provides a broad overview of pediatric hearing loss. Our multidisciplinary approach addresses an educational gap and can serve as a model for developing other online courses.

Facility-Level Variation of Low-Value Breast Cancer Treatments in Older Women with Early-Stage Breast Cancer: Analysis of a Statewide Claims Registry.

BACKGROUND: Since 2004, national guidelines have supported the omission of sentinel lymph node biopsy (SLNB) and radiotherapy for women ≥ 70 years of age with early-stage, hormone receptor-positive (HR+) breast cancer, but many women continue to receive at least one of these services. Provider- and patient-level factors may contribute to persistent utilization, but the role of facility-level factors is unknown. We aimed to determine facility-level variation of SLNB and adjuvant radiotherapy utilization in older women with early-stage, HR+ breast cancer undergoing breast-conserving surgery (BCS). Additionally, we aimed to explore factors associated with SLNB and radiotherapy utilization and the intra-facility correlation in their utilization. METHODS: We conducted a retrospective cohort study using a statewide registry of claims data. We included women ≥70 years of age diagnosed with breast cancer who underwent BCS from 2012 to 2019 at 80 hospitals in the Michigan Value Collaborative. The main outcome was inter-facility rates and variation of SLNB and radiotherapy, as well as intra-facility correlation in their utilization. RESULTS: The cohort included 7253 women (median age 77 years). Only 20% (n = 1440) underwent BCS alone, whereas 71% (n = 5122) underwent SLNB and 52% (n = 3793) received radiotherapy. Inter-facility rates of SLNB ranged from 35 to 82% (median 70%), and radiotherapy ranged from 19 to 72% (median 49%). SLNB and radiotherapy were positively correlated (r = 0.27, p = 0.016). CONCLUSIONS: SLNB and radiotherapy rates remain high with significant variation in utilization at the facility level. High utilizers of SLNB are likely to be high utilizers of radiotherapy, suggesting the opportunity for strategic targeting of these facilities and their clinicians.