Contactless Vital Signs Acquisition Using Video Photoplethysmography, Motion Analysis and Passive Infrared Thermography Devices During Emergency Department Walk-In Triage in Pandemic Conditions.

BACKGROUND: Contactless vital signs (VS) measurement with video photoplethysmography (vPPG), motion analysis (MA), and passive infrared thermometry (pIR) has shown promise. OBJECTIVES: To compare conventional (contact-based) and experimental contactless VS measurement approaches for emergency department (ED) walk-in triage in pandemic conditions. METHODS: Patients' heart rates (HR), respiratory rates (RR), and temperatures were measured with cardiorespiratory monitor and vPPG, manual count and MA, and contact thermometers and pIR, respectively. RESULTS: There were 475 walk-in ED patients studied (95% of eligible). Subjects were 35.2 ± 20.8 years old (range 4 days‒95 years); 52% female, 0.2% transgender; had Fitzpatrick skin type of 2.3 ± 1.4 (range 1‒6), Emergency Severity Index of 3.0 ± 0.6 (range 2‒5), and contact temperature of 36.83°C (range 35.89-39.4°C) (98.3°F [96.6‒103°F]). Pediatric HR and RR data were excluded from analysis due to research challenges associated with pandemic workflow. For a 30-s, unprimed "Triage" window in 377 adult patients, vPPG-MA acquired 377 (100%) HR measurements featuring a mean difference with cardiorespiratory monitor HR of 5.9 ± 12.8 beats/min (R = 0.6833) and 252 (66.8%) RR measurements featuring a mean difference with manual RR of -0.4 ± 2.6 beats/min (R = 0.8128). Subjects' Emergency Severity Index components based on conventional VS and contactless VS matched for 83.8% (HR) and 89.3% (RR). Filtering out vPPG-MA measurements with low algorithmic confidence reduced VS acquired while improving correlation with conventional measurements. The mean difference between contact and pIR temperatures was 0.83 ± 0.67°C (range -1.16-3.5°C) (1.5 ± 1.2°F [range -2.1-6.3°F]); pIR fever detection improved with post hoc adjustment for mean bias. CONCLUSION: Contactless VS acquisition demonstrated good agreement with contact methods during adult walk-in ED patient triage in pandemic conditions; clinical applications will need further study.

Interdisciplinary Development of an Improved Emergency Department Procedural Work Surface Through Iterative Design and Use Testing in Simulated and Clinical Environments.

STUDY OBJECTIVE: A stable and readily accessible work surface for bedside medical procedures represents a valuable tool for acute care providers. In emergency department (ED) settings, the design and implementation of traditional Mayo stands and related surface devices often limit their availability, portability, and usability, which can lead to suboptimal clinical practice conditions that may affect the safe and effective performance of medical procedures and delivery of patient care. We designed and built a novel, open-source, portable, bedside procedural surface through an iterative development process with use testing in simulated and live clinical environments. METHODS: The procedural surface development project was conducted between October 2014 and June 2016 at an academic referral hospital and its affiliated simulation facility. An interdisciplinary team of emergency physicians, mechanical engineers, medical students, and design students sought to construct a prototype bedside procedural surface out of off-the-shelf hardware during a collaborative university course on health care design. After determination of end-user needs and core design requirements, multiple prototypes were fabricated and iteratively modified, with early variants featuring undermattress stabilizing supports or ratcheting clamp mechanisms. Versions 1 through 4 underwent 2 hands-on usability-testing simulation sessions; version 5 was presented at a design critique held jointly by a panel of clinical and industrial design faculty for expert feedback. Responding to select feedback elements over several surface versions, investigators arrived at a near-final prototype design for fabrication and use testing in a live clinical setting. This experimental procedural surface (version 8) was constructed and then deployed for controlled usability testing against the standard Mayo stands in use at the study site ED. Clinical providers working in the ED who opted to participate in the study were provided with the prototype surface and just-in-time training on its use when performing bedside procedures. Subjects completed the validated 10-point System Usability Scale postshift for the surface that they had used. The study protocol was approved by the institutional review board. RESULTS: Multiple prototypes and recursive design revisions resulted in a fully functional, portable, and durable bedside procedural surface that featured a stainless steel tray and intuitive hook-and-lock mechanisms for attachment to ED stretcher bed rails. Forty-two control and 40 experimental group subjects participated and completed questionnaires. The median System Usability Scale score (out of 100; higher scores associated with better usability) was 72.5 (interquartile range [IQR] 51.3 to 86.3) for the Mayo stand; the experimental surface was scored at 93.8 (IQR 84.4 to 97.5 for a difference in medians of 17.5 (95% confidence interval 10 to 27.5). Subjects reported several usability challenges with the Mayo stand; the experimental surface was reviewed as easy to use, simple, and functional. In accordance with experimental live environment deployment, questionnaire responses, and end-user suggestions, the project team finalized the design specification for the experimental procedural surface for open dissemination. CONCLUSION: An iterative, interdisciplinary approach was used to generate, evaluate, revise, and finalize the design specification for a new procedural surface that met all core end-user requirements. The final surface design was evaluated favorably on a validated usability tool against Mayo stands when use tested in simulated and live clinical settings.

Development of simulated chest compression videos for objective evaluation of CPR instructors.

The goal of the development phase of the CPR Instructor Real-time Review through Use of Simulation (CIRRUS) research program was to create a video library portraying a spectrum of objectively verified simulation chest compression performances. Investigators scripted and recorded 12 two-person cardiopulmonary resuscitation (CPR) videos with specific chest compression parameters encompassing a range of hand positions, rates, depths, and chest releases in combinations that proportionately reflected typical learner cohort performances. Six videos were designated to portray adequate chest compressions, whereas the other six videos were to feature inadequate compressions. All 12 final 2-minute videos showed chest compression parameters as originally specified within tolerances to comply with American Heart Association recommendations. Deviations from specification were 1 to 10 cpm (mode = 4 cpm) for compression rate and -1.4 to 1.3 cm (mode = 0.9 cm) for depth. The program's collection of simulated CPR videos with objectively verified chest compression performances may help researchers and educators study and improve CPR instruction and provider preparation for the effective delivery of optimal patient care.

Effects of exercise intensity on white adipose tissue browning and its regulatory signals in mice.

Adipose tissue has been classified into white adipose tissue (WAT), brown adipose tissue (BAT), and beige adipose tissue the latter of which is produced as WAT changes into BAT due to exposure to cold temperature or exercise. In response to these stimulations, WAT produces heat by increasing mitochondrial contents and the expression of uncoupling protein 1 (UCP1), thus facilitating browning. Exercise is known to be one of the triggers for WAT browning, but the effects of exercise intensity on the browning of WAT remain to be unclear. Therefore, in this study, we aimed to examine the effects of high- or low-intensity exercises on the browning of WAT. Mice performed high- or low-intensity running on a treadmill running 3 days a week for four weeks. As per our findings, it was determined that four weeks of running did not significantly reduce inguinal WAT (iWAT) wet weight but did significantly reduce adipocytes size, regardless of exercise intensity. The protein expression level of UCP1 was significantly increased in iWAT by high-intensity running. In addition, the expression of oxidative phosphorylation proteins (OXPHOS) in iWAT was significantly increased by high-intensity running. These results demonstrated that high-intensity exercise might be effective for increasing mitochondrial contents and heat production capacity in iWAT. Furthermore, we found that high-intensity running increased the protein expression level of fibroblast growth factor 21 (FGF21) in skeletal muscle compared with that in low intensity running. We have also examined the relationship between browning of WAT and the expression of FGF21 in skeletal muscle and found a positive correlation between the protein expression of UCP1 in iWAT and the protein expression of FGF21 in gastrocnemius muscle. In conclusion, we suggest that high-intensity exercise is effective for the browning of WAT and the increase of FGF21 in skeletal muscle.

Simulation-Based Examination of Arterial Line Insertion Method Reveals Interdisciplinary Practice Differences.

INTRODUCTION: Arterial cannulation is frequently performed on intensive care unit (ICU) and operating room patients; a 1% complication rate has been reported. Investigators applied simulation to study clinical providers' arterial catheter (AC) insertion performance and to assess for interdisciplinary and intradisciplinary variation that may contribute to complications. METHODS: Anesthesia, medical critical care, and surgical critical care providers with AC insertion experience were enrolled at 2 academic hospitals. Each subject completed a simulated AC insertion on an in situ task trainer. Using a Delphi-derived checklist that incorporated published recommendations, expert opinion, and institutional requirements, 2 investigators completed offline video reviews to compare subjects' technical performance. RESULTS: Ten anesthesia, 11 medical ICU (MICU, 1 excluded), and 10 surgical ICU (SICU) subjects with significant between-group differences in training level and AC insertion experience were enrolled for 2 years. Differences in procedural planning, equipment preparation, and patient preparation steps did not attain significance across groups except for anesthesia participants using only ad hoc AC kits, and MICU and SICU subjects preferentially using commercial kits (P < 0.001). Time-outs were completed by 1 anesthesia subject, 5 MICU subjects, and 4 SICU subjects (P = 0.29, NS). For proceduralist preparation steps, fewer anesthesiology subjects donned gowns (P < 0.001). Only MICU subjects used ultrasound guidance (P = 0.0053), and only MICU (100%) and SICU (100%) subjects sutured ACs in place. Overall observance of sterile technique was similar across groups at 70% to 100% (P = 0.32). CONCLUSIONS: Simulated AC insertions revealed procedural performance variability that may derive from individual provider differences, discipline-based practice parameters, and setting-specific cultural factors.

Comparison of EMS Provider In-Transit Performance and Exertion with Standard and Experimental Resuscitation Protocols during Simulated Out-of-Hospital Cardiac Arrest.

OBJECTIVE: To assess the effect of a device-assisted out- of-hospital cardiac arrest (OHCA) resuscitation approach on provider performance during simulated transport. METHODS: BLS and ALS providers were randomized into control and experimental teams. Subjects were fitted with wireless heart rate (HR) monitors. Control teams simulated with standard protocols and equipment; experimental teams with resuscitation-automating devices and goal-directed protocols. Chest compression quality, pulmonary ventilation, defibrillation, and medication administration tasks were monitored; subjects' HR's were continuously recorded. RESULTS: Ten control and ten experimental teams completed the study (20 EMT-B's; 1 EMT-I, 8 EMT-C's, 11 EMT-P's) with similar resting HR's and age-predicted maximal HR's (mHR). All exhibited suboptimal in-transit resuscitation quality during initial simulations; HR did not differ significantly between the groups. Experimental teams exhibited improved chest compression and ventilation quality during transport along with lower subject HR. CONCLUSION: OHCA resuscitation automation improved the in-simulation quality of critical in-transit tasks and reduced provider exertion.

Ghost Attack: The East Providence Carbon Monoxide Mass Casualty Incident.

A routine call for a common medical emergency was expeditiously identified by the responding emergency medical service as a multiple victim carbon monoxide exposure. The event circumstances, exemplary fire department emergency medical services response, and ensuing hos- pital emergency department response are described. [Full article available at http://rimed.org/rimedicaljournal-2018-02.asp].

Exploratory Application of Augmented Reality/Mixed Reality Devices for Acute Care Procedure Training.

INTRODUCTION: Augmented reality (AR), mixed reality (MR), and virtual reality devices are enabling technologies that may facilitate effective communication in healthcare between those with information and knowledge (clinician/specialist; expert; educator) and those seeking understanding and insight (patient/family; non-expert; learner). Investigators initiated an exploratory program to enable the study of AR/MR use-cases in acute care clinical and instructional settings. METHODS: Academic clinician educators, computer scientists, and diagnostic imaging specialists conducted a proof-of-concept project to 1) implement a core holoimaging pipeline infrastructure and open-access repository at the study institution, and 2) use novel AR/MR techniques on off-the-shelf devices with holoimages generated by the infrastructure to demonstrate their potential role in the instructive communication of complex medical information. RESULTS: The study team successfully developed a medical holoimaging infrastructure methodology to identify, retrieve, and manipulate real patients' de-identified computed tomography and magnetic resonance imagesets for rendering, packaging, transfer, and display of modular holoimages onto AR/MR headset devices and connected displays. Holoimages containing key segmentations of cervical and thoracic anatomic structures and pathology were overlaid and registered onto physical task trainers for simulation-based "blind insertion" invasive procedural training. During the session, learners experienced and used task-relevant anatomic holoimages for central venous catheter and tube thoracostomy insertion training with enhanced visual cues and haptic feedback. Direct instructor access into the learner's AR/MR headset view of the task trainer was achieved for visual-axis interactive instructional guidance. CONCLUSION: Investigators implemented a core holoimaging pipeline infrastructure and modular open-access repository to generate and enable access to modular holoimages during exploratory pilot stage applications for invasive procedure training that featured innovative AR/MR techniques on off-the-shelf headset devices.

Human Factors and Simulation in Emergency Medicine.

This consensus group from the 2017 Academic Emergency Medicine Consensus Conference "Catalyzing System Change through Health Care Simulation: Systems, Competency, and Outcomes" held in Orlando, Florida, on May 16, 2017, focused on the use of human factors (HF) and simulation in the field of emergency medicine (EM). The HF discipline is often underutilized within EM but has significant potential in improving the interface between technologies and individuals in the field. The discussion explored the domain of HF, its benefits in medicine, how simulation can be a catalyst for HF work in EM, and how EM can collaborate with HF professionals to effect change. Implementing HF in EM through health care simulation will require a demonstration of clinical and safety outcomes, advocacy to stakeholders and administrators, and establishment of structured collaborations between HF professionals and EM, such as in this breakout group.

Comparative Analysis of Emergency Medical Service Provider Workload During Simulated Out-of-Hospital Cardiac Arrest Resuscitation Using Standard Versus Experimental Protocols and Equipment.

INTRODUCTION: Protocolized automation of critical, labor-intensive tasks for out-of-hospital cardiac arrest (OHCA) resuscitation may decrease Emergency Medical Services (EMS) provider workload. A simulation-based assessment method incorporating objective and self-reported metrics was developed and used to quantify workloads associated with standard and experimental approaches to OHCA resuscitation. METHODS: Emergency Medical Services-Basic (EMT-B) and advanced life support (ALS) providers were randomized into two-provider mixed-level teams and fitted with heart rate (HR) monitors for continuous HR and energy expenditure (EE) monitoring. Subjects' resting salivary α-amylase (sAA) levels were measured along with Borg perceived exertion scores and multidimensional workload assessments (NASA-TLX). Each team engaged in the following three OHCA simulations: (1) baseline simulation in standard BLS/ALS roles; (2) repeat simulation in standard roles; and then (3) repeat simulation in reversed roles, ie, EMT-B provider performing ALS tasks. Control teams operated with standard state protocols and equipment; experimental teams used resuscitation-automating devices and accompanying goal-directed algorithmic protocol for simulations 2 and 3. Investigators video-recorded resuscitations and analyzed subjects' percent attained of maximal age-predicted HR (%mHR), EE, sAA, Borg, and NASA-TLX measurements. RESULTS: Ten control and ten experimental teams completed the study (20 EMT-Basic; 1 EMT-Intermediate, 8 EMT-Cardiac, 11 EMT-Paramedic). Median %mHR, EE, sAA, Borg, and NASA-TLX scores did not differ between groups at rest. Overall multivariate analyses of variance did not detect significant differences; univariate analyses of variance for changes in %mHR, Borg, and NASA-TLX from resting state detected significant differences across simulations (workload reductions in experimental groups for simulations 2 and 3). CONCLUSIONS: A simulation-based OHCA resuscitation performance and workload assessment method compared protocolized automation-assisted resuscitation with standard response. During exploratory application of the assessment method, subjects using the experimental approach appeared to experience reduced levels of physical exertion and perceived workload than control subjects.

Development and Application of a Clinical Microsystem Simulation Methodology for Human Factors-Based Research of Alarm Fatigue.

OBJECTIVES: (1) To develop a clinical microsystem simulation methodology for alarm fatigue research with a human factors engineering (HFE) assessment framework and (2) to explore its application to the comparative examination of different approaches to patient monitoring and provider notification. BACKGROUND: Problems with the design, implementation, and real-world use of patient monitoring systems result in alarm fatigue. A multidisciplinary team is developing an open-source tool kit to promote bedside informatics research and mitigate alarm fatigue. METHOD: Simulation, HFE, and computer science experts created a novel simulation methodology to study alarm fatigue. Featuring multiple interconnected simulated patient scenarios with scripted timeline, "distractor" patient care tasks, and triggered true and false alarms, the methodology incorporated objective metrics to assess provider and system performance. Developed materials were implemented during institutional review board-approved study sessions that assessed and compared an experimental multiparametric alerting system with a standard monitor telemetry system for subject response, use characteristics, and end-user feedback. RESULTS: A four-patient simulation setup featuring objective metrics for participant task-related performance and response to alarms was developed along with accompanying structured HFE assessment (questionnaire and interview) for monitor systems use testing. Two pilot and four study sessions with individual nurse subjects elicited true alarm and false alarm responses (including diversion from assigned tasks) as well as nonresponses to true alarms. In-simulation observation and subject questionnaires were used to test the experimental system's approach to suppressing false alarms and alerting providers. CONCLUSIONS: A novel investigative methodology applied simulation and HFE techniques to replicate and study alarm fatigue in controlled settings for systems assessment and experimental research purposes.

Team Size and Stretching-Exercise Effects on Simulated Chest Compression Performance and Exertion.

INTRODUCTION: Investigators conducted a prospective experimental study to evaluate the effect of team size and recovery exercises on individual providers' compression quality and exertion. Investigators hypothesized that 1) larger teams would perform higher quality compressions with less exertion per provider when compared to smaller teams; and 2) brief stretching and breathing exercises during rest periods would sustain compressor performance and mitigate fatigue. METHODS: In Phase I, a volunteer cohort of pre-clinical medical students performed four minutes of continuous compressions on a Resusci-Anne manikin to gauge the spectrum of compressor performance in the subject population. Compression rate, depth, and chest recoil were measured. In Phase II, the highest-performing Phase I subjects were placed into 2-, 3-, and/or 4-compressor teams; 2-compressor teams were assigned either to control group (no recovery exercises) or intervention group (recovery exercises during rest). All Phase II teams participated in 20-minute simulations with compressor rotation every two minutes. Investigators recorded compression quality and real-time heart rate data, and calculated caloric expenditure from contact heart rate monitor measurements using validated physiologic formulas. RESULTS: Phase I subjects delivered compressions that were 24.9% (IQR1-3: [0.5%-74.1%]) correct with a median rate of 112.0 (IQR1-3: [103.5-124.9]) compressions per minute and depth of 47.2 (IQR1-3: [35.7-55.2]) mm. In their first rotations, all Phase II subjects delivered compressions of similar quality and correctness (p=0.09). Bivariate analyses of 2-, 3-, and 4-compressor teams' subject compression characteristics by subsequent rotation did not identify significant differences within or across teams. On multivariate analyses, only subjects in 2-compressor teams exhibited significantly lower compression rates (control subjects; p<0.01), diminished chest release (intervention subjects; p=0.03), and greater exertion over successive rotations (both control [p≤0.03] and intervention [p≤0.02] subjects). CONCLUSION: During simulated resuscitations, 2-compressor teams exhibited increased levels of exertion relative to 3- and 4-compressor teams for comparable compression delivery. Stretching and breathing exercises intended to assist with compressor recovery exhibited mixed effects on compression performance and subject exertion.

Patient Simulation for Assessment of Layperson Management of Opioid Overdose With Intranasal Naloxone in a Recently Released Prisoner Cohort.

INTRODUCTION: Investigators applied simulation to an experimental program that educated, trained, and assessed at-risk, volunteering prisoners on opioid overdose (OD) prevention, recognition, and layperson management with intranasal (IN) naloxone. METHODS: Consenting inmates were assessed for OD-related experience and knowledge then exposed on-site to standardized didactics and educational DVD (without simulation). Subjects were provided with IN naloxone kits at time of release and scheduled for postrelease assessment. At follow-up, the subjects were evaluated for their performance of layperson opioid OD resuscitative skills during video-recorded simulations. Two investigators independently scored each subject's resuscitative actions with a 21-item checklist; post hoc video reviews were separately completed to adjudicate subjects' interactions for overall benefit or harm. RESULTS: One hundred three prisoners completed the baseline assessment and study intervention and then were prescribed IN naloxone kits. One-month follow-up and simulation data were available for 85 subjects (82.5% of trained recruits) who had been released and resided in the community. Subjects' simulation checklist median score was 12.0 (interquartile range, 11.0-15.0) of 21 total indicated actions. Forty-four participants (51.8%) correctly administered naloxone; 16 additional subjects (18.8%) suboptimally administered naloxone. Nonindicated actions, primarily chest compressions, were observed in 49.4% of simulations. Simulated resuscitative actions by 80 subjects (94.1%) were determined post hoc to be beneficial overall for patients overdosing on opioids. CONCLUSIONS: As part of an opioid OD prevention research program for at-risk inmates, investigators applied simulation to 1-month follow-up assessments of knowledge retention and skills acquisition in postrelease participants. Simulation supplemented traditional research tools for investigation of layperson OD management.

Simulation-based Randomized Comparative Assessment of Out-of-Hospital Cardiac Arrest Resuscitation Bundle Completion by Emergency Medical Service Teams Using Standard Life Support or an Experimental Automation-assisted Approach.

INTRODUCTION: Effective resuscitation of out-of-hospital cardiac arrest (OHCA) patients is challenging. Alternative resuscitative approaches using electromechanical adjuncts may improve provider performance. Investigators applied simulation to study the effect of an experimental automation-assisted, goal-directed OHCA management protocol on EMS providers' resuscitation performance relative to standard protocols and equipment. METHODS: Two-provider (emergency medical technicians (EMT)-B and EMT-I/C/P) teams were randomized to control or experimental group. Each team engaged in 3 simulations: baseline simulation (standard roles); repeat simulation (standard roles); and abbreviated repeat simulation (reversed roles, i.e., basic life support provider performing ALS tasks). Control teams used standard OHCA protocols and equipment (with high-performance cardiopulmonary resuscitation training intervention); for second and third simulations, experimental teams performed chest compression, defibrillation, airway, pulmonary ventilation, vascular access, medication, and transport tasks with goal-directed protocol and resuscitation-automating devices. Videorecorders and simulator logs collected resuscitation data. RESULTS: Ten control and 10 experimental teams comprised 20 EMT-B's; 1 EMT-I, 8 EMT-C's, and 11 EMT-P's; study groups were not fully matched. Both groups suboptimally performed chest compressions and ventilations at baseline. For their second simulations, control teams performed similarly except for reduced on-scene time, and experimental teams improved their chest compressions (P=0.03), pulmonary ventilations (P<0.01), and medication administration (P=0.02); changes in their performance of chest compression, defibrillation, airway, and transport tasks did not attain significance against control teams' changes. Experimental teams maintained performance improvements during reversed-role simulations. CONCLUSION: Simulation-based investigation into OHCA resuscitation revealed considerable variability and improvable deficiencies in small EMS teams. Goal-directed, automation-assisted OHCA management augmented select resuscitation bundle element performance without comprehensive improvement.

Development and Validation of a High-Fidelity Porcine Laryngeal Surgical Simulator.

OBJECTIVE: Design and validate a laryngeal surgical simulator to teach phonomicrosurgical techniques. STUDY DESIGN: Device development and prospective validation. SETTING: Tertiary medical center. SUBJECTS AND METHODS: A novel laryngeal fixation device and custom laryngoscope were produced for use with ex vivo porcine larynx specimens. Vocal fold lesions such as nodules and keratotic lesions were simulated with silicone injections and epithelial markings. A prospective validation using postsimulation surveys, global rating scales, and procedure-specific checklists was performed with a group of 15 medical students, otolaryngology residents, fellows, and attending laryngologists. Three procedures were performed: vocal fold augmentation, excision of a simulated vocal fold nodule, and excision of a simulated vocal fold keratosis. RESULTS: Participants overwhelmingly agreed that the simulator provided a realistic dissection experience that taught skills that would transfer to real operating scenarios. Expert performance was statistically superior to novice performance for excision of simulated vocal fold nodules and keratotic lesions, while no difference was observed for injection laryngoplasty. CONCLUSION: The ability to learn and rehearse surgical procedures in a safe environment is invaluable, particularly for delicate and highly technical phonomicrosurgical operations. We have developed a high-fidelity laryngeal surgical simulator complete with pathological lesions such as nodules and keratoses to teach these procedures. A prospective study demonstrated validity of our global rating scale and checklist assessments for vocal fold nodule and keratosis excision procedures, allowing them to be confidently incorporated into phonomicrosurgical training programs for surgeons of all levels of expertise.

Objective Assessment and Thematic Categorization of Patient-audible Information in an Emergency Department.

OBJECTIVES: The objective was to assess and categorize the understandable components of patient-audible information (e.g., provider conversations) in emergency department (ED) care areas and to initiate a baseline ED soundscape assessment. METHODS: Investigators at an academic referral hospital accessed 21 deidentified transcripts of recordings made with binaural in-ear microphones in patient rooms (n = 10) and spaces adjacent to nurses' stations (n = 11), during ED staff sign-outs as part of an approved quality management process. Transcribed materials were classified by speaker (health care provider, patient/family/friend, or unknown). Using qualitative analysis software and predefined thematic categories, two investigators then independently coded each transcript by word, phrase, clause, and/or sentence for general content, patient information, and HIPAA-defined patient identifiers. Scheduled reviews were used to resolve any data coding discrepancies. RESULTS: Patient room recordings featured a median of 11 (interquartile range [IQR] = 2 to 33) understandable words per minute (wpm) over 16.2 (IQR = 15.1 to 18.4) minutes; nurses' station recordings featured 74 (IQR = 47 to 109) understandable wpm over 17.0 (IQR = 15.4 to 20.3) minutes. Transcript content from patient room recordings was categorized as follows: clinical, 44.8% (IQR = 17.7% to 62.2%); nonclinical, 0.0% (IQR = 0.0% to 0.0%); inappropriate (provider), 0.0% (IQR = 0.0% to 0.0%); and unknown, 6.0% (IQR = 1.7% to 58.2%). Transcript content from nurses' stations was categorized as follows: clinical, 86.0% (IQR = 68.7% to 94.7%); nonclinical, 1.2% (IQR = 0.0% to 19.5%); inappropriate (provider), 0.1% (IQR = 0.0% to 2.3%); and unknown, 1.3% (IQR = 0.0% to 7.1%). Limited patient information was audible on patient room recordings. Audible patient information at nurses' stations was coded as follows (median words per sign-out sample): general patient history, 116 (IQR = 19 to 206); social history, 12 (IQR = 4 to 19); physical examination, 39 (IQR = 19 to 56); imaging results, 0 (IQR = 0 to 21); laboratory results, 7 (IQR = 0 to 22); other results, 0 (IQR = 0 to 3); medical decision-making, 39 (IQR = 10 to 69); management (general), 118 (IQR = 79 to 235); pain management, 4 (IQR = 0 to 53); and disposition, 42 (IQR = 22 to 60). Medians of 0 (IQR = 0 to 0) and 3 (IQR = 1 to 4) patient name identifiers were audible on in-room and nurses' station sign-out recordings, respectively. CONCLUSIONS: Sound recordings in an ED setting captured audible and understandable provider discussions that included confidential, protected health information and discernible quantities of nonclinical content.

Detection and Measurement of Unhealthy, Environment-Derived Aerosol Materials in an Emergency Department.

OBJECTIVE: To measure unhealthy aerosol materials in an Emergency Department (ED) and identify their sources for mitigation efforts. BACKGROUND: Based on pilot findings of elevated ED particulate matter (PM) levels, investigators hypothesized that unhealthy aerosol materials derive from exogenous (vehicular) sources at ambulance receiving entrances. METHODS: The Aerosol Environmental Toxicity in Healthcare-related Exposure and Risk program was conducted as an observational study. Calibrated sensors monitored PM and toxic gases at Ambulance Triage Exterior (ATE), Ambulance Triage Desk (ATD), and control Public Triage Desk (PTD) on a 3/3/3-day cycle. Cassette sampling characterized PM; meteorological and ambulance traffic data were logged. Descriptive and multiple linear regression analyses assessed for interactions between aerosol material levels, location, temporal variables, ambulance activity, and meteorological factors. RESULTS: Sensors acquired 93,682 PM0.3, 90,250 PM2.5, and 93,768 PM5 measurements over 366 days to generate a data set representing at least 85.6% of planned measurements. PM0.3, PM2.5, and PM5 mean counts were lowest in PTD; 56%, 224%, and 223% higher in ATD; and 996%, 200%, and 63% higher in ATE, respectively (all p < .001). Qualitative analyses showed similar PM compositions in ATD and ATE. On multiple linear regression analysis, PM0.3 counts correlated primarily with location; PM2.5 and PM5 counts correlated most strongly with location and ambulance presence. PM < 2.5 and toxic gas concentrations at ATD and PTD patient care areas did not exceed hazard levels; PM0.3 counts did not have formal safety thresholds for comparison. CONCLUSIONS: Higher levels of PM were linked with ED ambulance areas, although their health impact is unclear.

In situ medical simulation investigation of emergency department procedural sedation with randomized trial of experimental bedside clinical process guidance intervention.

INTRODUCTION: Patient safety during emergency department procedural sedation (EDPS) can be difficult to study. Investigators sought to delineate and experimentally assess EDPS performance and safety practices of senior-level emergency medicine residents through in situ simulation. METHODS: Study sessions used 2 pilot-tested EDPS scenarios with critical action checklists, institutional forms, embedded probes, and situational awareness questionnaires. An experimental informatics system was separately developed for bedside EDPS process guidance. Postgraduate year 3 and 4 subjects completed both scenarios in randomized order; only experimental subjects were provided with the experimental system during second scenarios. RESULTS: Twenty-four residents were recruited into a control group (n = 12; 6.2 ± 7.4 live EDPS experience) and experimental group (n = 12; 11.3 ± 8.2 live EDPS experience [P = 0.10]). Critical actions for EDPS medication selection, induction, and adverse event recognition with resuscitation were correctly performed by most subjects. Presedation evaluations, sedation rescue preparation, equipment checks, time-outs, and documentation were frequently missed. Time-outs and postsedation assessments increased during second scenarios in the experimental group. Emergency department procedural sedation safety probe detection did not change across scenarios in either group. Situational awareness scores were 51% ± 7% for control group and 58% ± 12% for experimental group. Subjects using the experimental system completed more time-outs and scored higher Simulation EDPS Safety Composite Scores, although without comprehensive improvements in EDPS practice or safety. CONCLUSIONS: Study simulations delineated EDPS and assessed safety behaviors in senior emergency medicine residents, who exhibited the requisite medical knowledge base and procedural skill set but lacked some nontechnical skills that pertain to emergency department microsystem functions and patient safety. The experimental system exhibited limited impact only on in-simulation time-out compliance.

Simulation intervention with manikin-based objective metrics improves CPR instructor chest compression performance skills without improvement in chest compression assessment skills.

INTRODUCTION: Cardiopulmonary resuscitation (CPR) instructor/coordinator (CPR-I/C) adherence to published guidelines during resuscitation and learner assessment for basic life support (BLS)/CPR skills has not been experimentally studied. Investigators sought to (1) determine the quality of CPR-I/C chest compression and the accuracy of CPR-I/C chest compression assessment, and (2) improve CPR-I/C compression and assessment skills through cardiac arrest simulations with objective in-scenario performance feedback. METHODS: Thirty CPR-I/Cs (median, 20 years [range, 4-40 years] of BLS provider experience; 6 years [range 1-40 years] of BLS instructor experience) were randomized to control or experimental group. Each subject performed compressions during a 2-minute simulation, then reviewed 6 videos of simulated CPR performances (featuring prespecified chest compression parameters) for scoring as "pass" or "needs remediation." Subjects participated in a second simulation with or without real-time manikin compression feedback, then reviewed 6 additional videos. Primary outcome variables were the proportion of subjects with more than 80% (American Heart Association regional criteria) or more than 23 of 30 (ie, 77%; American Heart Association instructor manual criteria) correct compressions and subjects' accuracy of "pass"/"needs remediation" assessment for videos. The secondary outcome variable was correlation between subjects' correctness of chest compressions and their assessment accuracy for simulated CPR compression performance. RESULTS: All CPR-I/C subjects compressed suboptimally at baseline; real-time manikin feedback improved the proportion of subjects with more than 77% correct compressions to 0.53 (P < 0.01). Video review data revealed persistently low CPR-I/C assessment accuracy. Correlation between subjects' correctness of compressions and their assessment accuracy remained poor regardless of interventions. CONCLUSIONS: Real-time compression feedback during simulation improved CPR-I/C's chest compression performance skills without comparable improvement in chest compression assessment skills.