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Item A Simulation-based PPE orientation training curriculum for novice physicians(Elsevier, 2023) Greaves, Spencer W.; Alter, Scott M.; Ahmed, Rami A.; Hughes, Kate E.; Doos, Devin; Clayton, Lisa M.; Solano, Joshua J.; Echeverri, Sindiana; Shih, Richard D.; Hughes, Patrick G.; Emergency Medicine, School of MedicineBackground: Personal protective equipment (PPE) is effective in preventing coronavirus disease (COVID-19) infection. Resident knowledge of proper use and effective training methods is unknown. We hypothesise that contamination decreases and knowledge increases after a formalised PPE educational session. Methods: Participants included first year interns during their residency orientation in June 2020. Before training, participants took a knowledge test, donned PPE, performed a simulated resuscitation, and doffed. A standardised simulation-based PPE training of the donning and doffing protocol was conducted, and the process repeated. Topical non-toxic highlighter tracing fluid was applied to manikins prior to each simulation. After doffing, areas of contamination, defined as discrete fluorescent areas on participants' body, was evaluated by ultraviolet light. Donning and doffing were video recorded and asynchronously rated by two emergency medicine (EM) physicians using a modified Centers for Disease Control and Prevention (CDC) protocol. The primary outcome was PPE training effectiveness defined by contamination and adherence to CDC sequence. Results: Forty-eight residents participated: 24 internal medicine, 12 general surgery, 6 EM, 3 neurology, and 3 psychiatry. Before training, 81% of residents were contaminated after doffing; 17% were contaminated after training (P<0.001). The most common contamination area was the wrist (50% pre-training vs. 10% post-training, P<0.001). Donning sequence adherence improved (52% vs. 98%, P<0.001), as did doffing (46% vs. 85%, P<0.001). Participant knowledge improved (62%-87%, P <0.001). Participant confidence (P<0.001) and preparedness (P<0.001) regarding using PPE increased with training. Conclusion: A simulation-based training improved resident knowledge and performance using PPE.Item Advanced closed-loop communication training: the blindfolded resuscitation(BMJ, 2019-12-20) Hughes, Kate E.; Hughes, Patrick G.; Cahir, Thomas; Plitt, Jennifer; Ng, Vivienne; Bedrick, Edward; Ahmed, Rami A.; Emergency Medicine, School of MedicineClosed-loop communication (CLC) improves task efficiency and decreases medical errors; however, limited literature on strategies to improve real-time use exist. The primary objective was whether blindfolding a resuscitation leader was effective to improve crisis resource management (CRM) skills, as measured by increased frequency of CLC. Secondary objectives included whether blindfolding affected overall CRM performance or perceived task load. Participants included emergency medicine (EM) or EM/paediatric dual resident physicians. Participants completed presurveys, were block randomised into intervention (blindfolded) or control groups, lead both adult and paediatric resuscitations and completed postsurveys before debriefing. Video recordings of the simulations were reviewed by simulation fellowship-trained EM physicians and rated using the Ottawa CRM Global Rating Scale (GRS). Frequency of CLC was assessed by one rater via video review. Summary statistics were performed. Intraclass correlation coefficient was calculated. Data were analysed using R program for analysis of variance and regression analysis. There were no significant differences between intervention and control groups in any Ottawa CRM GRS category. Postgraduate year (PGY) significantly impacts all Ottawa GRS categories. Frequency of CLC use significantly increased in the blindfolded group (31.7, 95% CI 29.34 to 34.1) vs the non-blindfolded group (24.6, 95% CI 21.5 to 27.7). Participant's self-rated perceived NASA Task Load Index scores demonstrated no difference between intervention and control groups via a Wilcoxon rank sum test. Blindfolding the resuscitation leader significantly increases frequency of CLC. The blindfold code training exercise is an advanced technique that may increase the use of CLC.Item Assessment of Medical Students' Ability to Integrate Point-of-Care Cardiac Ultrasound Into a Case-Based Simulation After a Short Intervention(Springer Nature, 2022-07-31) Russell, Frances M.; Herbert, Audrey; Peterson, Dina; Wallach, Paul M.; Ferre, Robinson M.; Emergency Medicine, School of MedicineIntroduction: While a large amount of point-of-care ultrasound (POCUS) undergraduate medical education research exists, very little assesses the effectiveness of teaching on the student's ability to utilize POCUS within a clinical context. We set out to assess the ability of pre-clinical (second year) medical students to perform and interpret a parasternal long axis (PSLA) cardiac ultrasound view, and to diagnose a pericardial effusion on POCUS in a simulated patient with hypotension. Methods: This was a prospective study assessing second-year medical students before and after focused cardiac POCUS instruction. Pre-instruction, students completed a pre-assessment and test. They then watched a short video on cardiac ultrasound technique, anatomy, and pathology. Students then participated in 10 minutes of one-on-one hands-on instruction using a simulated patient. Immediately after didactics and hands-on instruction, students in groups of two to four completed a case simulation where they performed a PSLA view, identified pathology, and made a diagnosis. Differences between pre- and post-workshop responses were analyzed using the Chi-square test. Results: We analyzed data on 132 pre-clinical second-year medical students; 126 (95%) had limited to no POCUS experience prior to the workshop. Comparing pre- to post-workshop responses, we found significant improvement in students' ability to identify a pericardial effusion (46% to 69%) (p=0.002) on a PSLA cardiac view. Of the 57 student groups (132 students), 41 (72%) groups were able to adequately obtain a PSLA view on a mannequin using an ultrasound simulator without needing guidance with probe placement or maneuvering. Thirty-five (61%) student groups were able to identify a pericardial effusion and diagnose cardiac tamponade in a simulated patient with hypotension. Conclusion: After short, structured training, pre-clinical medical students, novice to cardiac POCUS, showed improved knowledge with identifying a pericardial effusion on an ultrasound image. The majority of students were able to obtain a PSLA view and diagnose cardiac tamponade in a hypotensive patient during a during a case-based simulation.Item Assessment of neonatal resuscitation skills among healthcare workers in Uasin Gishu County, Kenya(Sage, 2022-08-25) Kamau, Pauline T.; Koech, Myra; Hecht, Shaina M.; McHenry, Megan S.; Songok, Julia; Pediatrics, School of MedicineObjective: Neonatal resuscitation is key in preventing neonatal mortality. The objective of this study was to assess the competence of healthcare workers in basic neonatal resuscitation at six hospitals in Uasin Gishu County in Kenya. Methods: This was a cross-sectional study of healthcare workers based on the labor and delivery wards. Results: Of the 46 healthcare workers who were assessed with a written examination and skills assessment, 85% were nurses. While 46% were able to pass the written examination, none demonstrated all required steps of newborn resuscitation during the skills assessment by simulation. No significant associations were present between the pass rate of the written examination and years of experience, role, or prior in-service training. All of the hospitals had the basic equipment required for neonatal resuscitation. Conclusion: There is a need to further develop the neonatal resuscitation skills among healthcare workers in the labor and delivery wards in Uasin Gishu County, Kenya.Item Cellular Helmet Liner Design through Bio-inspired Structures and Topology Optimization of Compliant Mechanism Lattices(SAE International, 2018-12-28) Najmon, Joel; DeHart, Jacob; Wood, Zebulun; Tovar, Andres; Department of Mechanical Engineering, School of Engineering and TechnologyThe continuous development of sport technologies constantly demands advancements in protective headgear to reduce the risk of head injuries. This article introduces new cellular helmet liner designs through two approaches. The first approach is the study of energy-absorbing biological materials. The second approach is the study of lattices comprised of force-diverting compliant mechanisms. On the one hand, bio-inspired liners are generated through the study of biological, hierarchical materials. An emphasis is given on structures in nature that serve similar concussion-reducing functions as a helmet liner. Inspiration is drawn from organic and skeletal structures. On the other hand, compliant mechanism lattice (CML)-based liners use topology optimization to synthesize rubber cellular unit cells with effective positive and negative Poisson's ratios. Three lattices are designed using different cellular unit cell arrangements, namely, all positive, all negative, and alternating effective Poisson's ratios. The proposed cellular (bio-inspired and CML-based) liners are embedded between two polycarbonate shells, thereby, replacing the traditional expanded polypropylene foam liner used in standard sport helmets. The cellular liners are analyzed through a series of 2D extruded ballistic impact simulations to determine the best performing liner topology and its corresponding rubber hardness. The cellular design with the best performance is compared against an expanded polypropylene foam liner in a 3D simulation to appraise its protection capabilities and verify that the 2D extruded design simulations scale to an effective 3D design.Item Cricothyrotomy in Acute Upper Gastrointestinal Bleed: A Difficult Airway Simulation Case for Anesthesiology Residents(Association of American Medical Colleges, 2024-01-16) Yu, Corinna J.; Rigueiro, Frank; Backfish-White, Kevin; Cartwright, Johnny; Moore, Christopher; Mitchell, Sally A.; Boyer, Tanna; Anesthesia, School of MedicineIntroduction: Patients with acute upper gastrointestinal bleeding may have challenging airways. This simulation teaches anesthesiology residents the skill of cricothyrotomy as a surgical last resort while managing acute bleeding in the airway. Methods: The simulation involved a 55-year-old patient with history of alcohol abuse admitted to the ICU with hematemesis and acute blood loss for esophagogastroduodenoscopy in the ICU setting. The mannequin had tubing in the posterior oropharynx connected to a pressurized bag of simulated blood hidden from view. While conversing, the patient began to cough and gag, and the bag of fluid was opened, filling the posterior oropharynx with blood, which prompted immediate intubation attempts, designed to fail no matter what the learners attempted. When residents requested a surgical airway, they were provided with a cricothyrotomy kit and a task trainer to perform the procedure. Residents were evaluated using a behavior checklist, debriefed, then asked to complete a postsimulation survey. Results: Fifty-eight anesthesiology residents completed the simulation and provided feedback via a 5-point Likert scale of agreement. Most residents quickly recognized the need for emergency intubation. Eighty-eight percent of participants strongly agreed that the simulation was a valuable learning experience, with 99% stating it increased their confidence and clinical decision-making in handling similar scenarios in the future. Discussion: This simulation provides a chance to practice valuable airway management skills that increase resident confidence in cricothyrotomy. Future work may examine if these skills and confidence levels are sustainable over time and if they are applied in future patient encounters.Item Debriefing For Meaningful Learning: Fostering Development of Clinical Reasoning Through Simulation(2011-02-25) Dreifuerst, Kristina Thomas; Jeffries, Pamela R.; Horton-Deutsch, Sara L.; McNelis, Angela M.; Pesut, Daniel J.There is a critical need for faculty, a shortage of clinical sites, and an emphasis on quality and safety initiatives that drive increasing use of simulation in nursing education. Debriefing is an essential component of simulation, yet faculty are not consistently prepared to facilitate it such that meaningful learning, demonstrated through clinical reasoning, occurs from the experience. The purpose of this exploratory, quasi-experimental, pre-test-post-test study was to discover the effect of the use of a simulation teaching strategy, Debriefing for Meaningful Learning (DML), on the development of clinical reasoning in nursing students. Clinical reasoning was measured in 238 participant students from a Midwestern university school of nursing taking an adult health course that uses simulation. Participants were assigned to either the experimental or control group where the DML was compared to customary debriefing using the Health Sciences Reasoning Test (HSRT) before and after the debriefing experience, and the Debriefing Assessment for Simulation in Healthcare©–Student Version (DASH©–SV) with four supplemental questions about the DML (DMLSQ) process, during the post-debriefing assessment. This research sought to understand if the DML debriefing strategy positively influenced the development of clinical reasoning skills in undergraduate nursing students, as compared to usual and customary debriefing. The data revealed that there was a statistical difference between total mean test scores measured by the HSRT. There was, additionally, statistical significance in the change in scores between pre-test and post-test for those who used the DML as compared to the control. There was also a difference in the student’s perception of the quality of the debriefing measured by the DASH©–SV with the DML rated statistically higher than usual debriefing. Finally, there was a significant correlation, demonstrated through regression analysis, between the change in HSRT scores and students’ perception of quality debriefing and the use of the DML. This study contributes to the growing body of knowledge about simulation pedagogy, provides tools for use in debriefing, and informs faculty on best practices in debriefing.Item Demonstrating the effectiveness of the fundamentals of robotic surgery (FRS) curriculum on the RobotiX Mentor Virtual Reality Simulation Platform(Springer, 2021-04) Martin, John Rhodes; Stefanidis, Dimitrios; Dorin, Ryan P.; Goh, Alvin C.; Satava, Richard M.; Levy, Jeffrey S.; Surgery, School of MedicineFundamentals of robotic surgery (FRS) is a proficiency-based progression curriculum developed by robotic surgery experts from multiple specialty areas to address gaps in existing robotic surgery training curricula. The RobotiX Mentor is a virtual reality training platform for robotic surgery. Our aims were to determine if robotic surgery novices would demonstrate improved technical skills after completing FRS training on the RobotiX Mentor, and to compare the effectiveness of FRS across training platforms. An observational, pre-post design, multi-institutional rater-blinded trial was conducted at two American College of Surgeons Accredited Education Institutes-certified simulation centers. Robotic surgery novices (n = 20) were enrolled and trained to expert-derived benchmarks using FRS on the RobotiX Mentor. Participants’ baseline skill was assessed before (pre-test) and after (post-test) training on an avian tissue model. Tests were video recorded and graded by blinded raters using the Global Evaluative Assessment of Robotic Skills (GEARS) and a 32-criteria psychomotor checklist. Post hoc comparisons were conducted against previously published comparator groups. On paired-samples T tests, participants demonstrated improved performance across all GEARS domains (p < 0.001 to p = 0.01) and for time (p < 0.001) and errors (p = 0.003) as measured by psychometric checklist. By ANOVA, improvement in novices’ skill after FRS training on the RobotiX Mentor was not inferior to improvement reported after FRS training on previously published platforms. Completion of FRS on the RobotiX Mentor resulted in improved robotic surgery skills among novices, proving effectiveness of training. These data provide additional validity evidence for FRS and support use of the RobotiX Mentor for robotic surgery skill acquisition.Item Design Requirements of Human-Driven, Hybrid, and Autonomous Trucks for Collision-Avoidance in Platooning(2024-05) Shanker, Shreyas; Nalim, M. Razi; Anwar, Sohel; Tovar, AndresThe trucking industry faces many challenges, the most pressing of them being the rising costs to run the fleets. This is mainly caused by driver shortage, low driver retention and high wages for the drivers as well as rising fuel costs. Autonomous trucks promise to solve these issues by eliminating this bottleneck in the industry and bringing some relief to logistics companies and fleet owners. A prelude to fully autonomous trucks is expected to be seen as part of a hybrid platoon where a human driver would lead one or more autonomous trucks close behind them thus enabling higher tonnage to be transported by one driver. This enables early autonomous software to be tested and phased onto highways in a more controlled manner since present software can maintain set distances behind vehicles and respect lane markers already. Platooning also enables significant fuel savings from reduced aerodynamic drag on all vehicles at close distances. Since vehicle functionality is largely built around the driver, the removal of this piece affords the opportunity to rethink parts of the design to suit the needs of the future more favorably. Based on the prevalent literature as well as simulation of platooning scenarios under various vehicle and environmental conditions, the thesis will analyze the development of autonomous vehicles with a focus on the opportunities to rethink conventional design constraints of a truck and to design one that is better suited to the functions it will be carrying out autonomously and in the context of technologies that are in development and would be available in the future with a special emphasis on platooning scenarios. In this thesis, a MATLAB model was used to simulate a 2-vehicle platoon where the lead truck is a conventional class 8 vehicle while the key parameters of the following truck was tested in various road conditions to minimize Inter Vehicular Distance (IVD) and maximize fuel savings while ensuring safety. The study was able to conclude that an alternative design to autonomous trucks would result in maximum benefits from synergistic technologies like platooning and battery powered trucks. The results showed the most benefits from a reduction in perception-reaction time and communication technology followed by strategic configuration of vehicles in a platoon by Gross vehicle weight (GVW). Also, the need to account for coefficient of friction due to non-ideal environmental conditions with an adjustment in IVD is observed.Item Disaster Day: A Simulation-Based Disaster Medicine Curriculum for Novice Learners(Sage, 2021-06-08) Gable, Brad D.; Misra, Asit; Doos, Devin M.; Hughes, Patrick G.; Clayton, Lisa M.; Ahmed, Rami A.; Emergency Medicine, School of MedicineBackground: Mass casualty and multi-victim incidents have increased in recent years due to a number of factors including natural disasters and terrorism. The Association of American Medical Colleges (AAMC) recommends that medical students be trained in disaster preparedness and response. However, a majority of United States medical students are not provided such education. Objective: The goal of this study was to evaluate the effectiveness of a 1 day, immersive, simulation-based Disaster Day curriculum. Settings and design: Learners were first and second year medical students from a single institution. Materials and methods: Our education provided learners with information on disaster management, allowed for application of this knowledge with hands-on skill stations, and culminated in near full-scale simulation where learners could evaluate the knowledge and skills they had acquired. Statistical analysis used: To study the effectiveness of our Disaster Day curriculum, we conducted a single-group pretest-posttest and paired analysis of self-reported confidence data. Results: A total of 40 first and second year medical students participated in Disaster Day as learners. Learners strongly agreed that this course provided new information or provided clarity on previous training, and they intended to use what they learned, 97.6% and 88.4%, respectively. Conclusions: Medical students' self-reported confidence of key disaster management concepts including victim triage, tourniquet application, and incident command improved after a simulation-based disaster curriculum. This Disaster Day curriculum provides students the ability to apply concepts learned in the classroom and better understand the real-life difficulties experienced in a resource limited environment.