Transportation and equipment needs for emergency medical services development in low- and middle-income countries.

Prehospital emergency medical services play a vital role in reducing mortality and disease burden in low- and middle-income countries. However, the availability of adequate prehospital emergency care remains a significant challenge in many resource-limited communities, with over 91% of the African population lacking access to sufficient emergency medical services. This commentary aims to highlight the critical components of transportation infrastructure and medical supply chain challenges for emergency medical service development and propose potential solutions for future study. Transportation is a key factor influencing prehospital mortality, yet many low- and middle-income countries face issues related to timely prehospital transportation, with patients often relying on family members or private vehicles for transportation, leading to delays in reaching healthcare facilities due to poor road infrastructure. Dysfunctional and inadequate vehicles are also common barriers to timely care. Response times and transport times often exceed high-income standards, with some rural areas experiencing total prehospital time, defined as the time of injury to arrival at definitive care, exceeding 24 hours. To address these transportation challenges, some low- and middle-income countries have developed tier-1 emergency medical services programs that use existing transportation infrastructure and involve lay first responders using motorized and non-motorized vehicles. These programs prioritize rapid transportation over advanced on-scene intervention, potentially providing faster response times. A combination of tier-1 and tier-2 emergency medical services systems, as seen in some successful examples, allows for early on-scene guidance and resource allocation. In addition to transportation, the availability of medical equipment is crucial for effective prehospital interventions, particularly in tier-2 systems. However, low- and middle-income countries often face shortages of even basic supplies, limiting the scope of care that emergency medical services personnel can provide. Developing tier-2 emergency medical services upon a foundation of tier-1 prehospital care utilizing sustainable local supply chains and common household items for basic care can help alleviate these equipment challenges. The integration of tier-1 and tier-2 systems may offer a promising solution to address resource limitations and improve timely access to emergency care in low- and middle-income countries. Further research and investment are required to explore and implement these solutions, ultimately reducing mortality and enhancing healthcare services in resource-limited communities.

Evaluating a digital hybrid training-of-trainers (TOT) approach for lay first responder trauma education in urban Nigeria during the COVID-19 pandemic.

INTRODUCTION: Road traffic injuries (RTIs) are the largest contributor to the global burden of injury, and in 2016 were among the five leading causes of global disability-adjusted life years (DALYs). In regions with limited emergency medical services (EMS), training lay first responders (LFRs) has been shown to increase availability of prehospital care for RTIs, but sustainable mechanisms to scale these programs remain unstudied. METHODS: Using a training of trainers (TOT) model, a 5.5-h LFR training program was launched in Lagos, Nigeria. The course was taught in a hybrid fashion with primary didactics using videoconferencing software and practical breakout sessions in-person concurrently. Thirty TOTs proceeded to train 350 transportation providers as LFRs over one month. A 23-question, pre- and post-assessment was administered digitally to assess knowledge acquisition. Participants responded to a five-point Likert survey assessing instruction quality and post-course confidence. RESULTS: TOTs scored a median of 56.5 % (IQR:43.5 %,71.7 %) and 91.3 % (IQR:88.0 %,95.7 %) on the pre- and post-assessments, respectively, with bleeding control scores increasing most (+69.4 %). LFR course trainees scored a median of 34.8 % (IQR: 26.0 %, 43.5 %) and 73.9 % (IQR: 65.2 %, 82.6 %) on the pre- and post-assessments respectively, with airway and breathing increasing the most (+48.6 %). All score increases were statistically significant with p < 0.001. All 30 TOT trainers instructed at least one training session after their initial session. LFR participants' rated confidence in first aid skills went from 3/5 (IQR 3, 4) pre-course to 5/5 (IQR:5,5) post-course, and in emergency transportation it went from 4/5 (IQR:3, 4) to 5/5 (IQR:5, 5), (p < 0.001). LFR course participants rated the quality of education content and TOT instructors to be 5/5 (IQR:5,5). 144 responders provided emergency care in the six-months following training for a total of 351 interventions. Active responders provided a median of 2 (IQR:1,3) interventions. CONCLUSIONS: This is the first time that a digital hybrid instruction for first responder trainers in low- and middle-income countries has been investigated. Our findings demonstrate negligible attrition, high educational quality ratings, equally effective knowledge acquisition to that of prior in-person courses, and high post-training skill usage. Future work will examine the cost-effectiveness of the training of LFRs and the effect of LFRs on trauma outcomes.

The First Statewide Implementation of a Regional Disaster Teleconsultation System to Expand Critical Care Surge Capacity: A Case Study in Vermont.

Background: In December 2021, the Region 1 Disaster Health Response System, the state of Vermont, and the National Emergency Tele-Critical Care Network partnered to provide statewide access to disaster teleconsultations during COVID-19 surge conditions. In this case report, we describe how a disaster teleconsultation system was implemented in Vermont to provide access to temporary tele-critical care consultations during the Omicron COVID-19 surge. Methods: We measured the time from request of service to implementation and calculated descriptive statistics. Results: Seven of Vermont's 14 hospitals requested the service. Despite a technology solution capable of providing services within hours, mean time to service implementation was 27 days (interquartile range 20-41 days). Conclusions: Integration of disaster teleconsultation systems into state and local emergency management plans are needed to bring administrative start-up times in line with technical readiness.

Emergency Medicine Telehealth: A Pandemic Becomes a Gateway for Virtual Care in Missouri.

Telehealth provides a novel bridge between patient needs and available resources. On-demand telehealth visits provide urgent medical services in a virtual setting. Telehealth can be used to provide care for patients despite geographical distance. Emergency Medicine quickly adapted in response to the COVID-19 pandemic through utilization of telehealth to solve various problems. Tele-triage was used to coordinate COVID-19 testing and treatment. Greater utilization of all current and emerging telehealth modalities could increase access and quality of care for all Missourians.

Development and perceptions of an academic success tool for pharmacy students.

OBJECTIVE: Some students may face challenges with graduate-level reading and writing, particularly in certain active learning pedagogies, such as team-based learning or peer instruction, which require extensive pre-reading. The objective of this study is to determine the perceived utility of an academic literacy (reading/writing) test for first professional year student pharmacists (P1s). METHODS: In a collaboration between pharmacy and linguistics faculty, an academic literacy assessment tool was developed using fall P1 course materials. After pilot testing and adjustments, the revised test was administered to all P1 students by trained facilitators, then scored. Students needing literacy support were identified, met with individually to debrief on the assessment, and offered a year-long, one-on-one tutoring program. P1 faculty participated in an end-of-semester focus group session to determine whether the assessment correctly identified students who benefited from literacy support, and to decide on the impact of subsequent support. Thematic analysis was performed on the data. RESULTS: A total of 13 students were identified as at-risk through the assessment. Since tutoring was optional, eight students met at least once, and two students met weekly during the ensuing semester. Faculty from the end-of-semester focus group 1) stated that the assessment accurately pre-identified students who struggled with literacy components of P1 coursework, and 2) expressed a wish for earlier identification of students with required instead of optional tutoring. CONCLUSIONS: Faculty perceived that the tool accurately identified students, but the timing and the volunteer nature of the follow-up tutoring limited the success of the assessment effort.

Plasmonic Anticounterfeit Tags with High Encoding Capacity Rapidly Authenticated with Deep Machine Learning.

Counterfeit goods create significant economic losses and product failures in many industries. Here, we report a covert anticounterfeit platform where plasmonic nanoparticles (NPs) create physically unclonable functions (PUFs) with high encoding capacity. By allowing anisotropic Au NPs of different sizes to deposit randomly, a diversity of surfaces can be facilely tagged with NP deposits that serve as PUFs and are analyzed using optical microscopy. High encoding capacity is engineered into the tags by the sizes of the Au NPs, which provide a range of color responses, while their anisotropy provides sensitivity to light polarization. An estimated encoding capacity of 270n is achieved, which is one of the highest reported to date. Authentication of the tags with deep machine learning allows for high accuracy and rapid matching of a tag to a specific product. Moreover, the tags contain descriptive metadata that is leveraged to match a tag to a specific lot number (i.e., a collection of tags created in the same manner from the same formulation of anisotropic Au NPs). Overall, integration of designer plasmonic NPs with deep machine learning methods can create a rapidly authenticated anticounterfeit platform with high encoding capacity.

Excess Cost and Healthcare Resources Associated With Delayed Diagnosis of Charcot Foot.

The purpose of the present study was to demonstrate the effect of a delayed diagnosis of Charcot foot on acute care cost and usage. We used International Classification of Disease, Ninth Revision, Clinical Modification codes, and the California Office for Statewide Health Planning and Development 2009 to 2012 public patient discharge files to identify patients with type 2 diabetes mellitus and Charcot foot. The costs and length of stay were compared for those with a diagnosis of Charcot foot on admission compared with those who received a delayed diagnosis of Charcot foot before discharge. Patient demographic data, diagnoses often mistaken for Charcot foot, and procedures often performed for Charcot foot were assessed to determine the potential effect on costs and length of stay in Charcot foot subjects. A delayed Charcot foot diagnosis was associated with 10.8% greater inpatient costs and 12.1% longer length of stay. These patients required greater resource usage owing to the significantly greater number of procedures performed. A significantly greater number of patients underwent lower extremity amputation when the diagnosis was delayed, resulting in a 30.4% increase in costs and 31.6% longer length of stay. A greater rate of diabetic foot ulcers, foot infections, and osteomyelitis was also observed; however, the cost was only affected by osteomyelitis, and the length of stay was not significantly affected. A delayed diagnosis of Charcot foot at admission resulted in significantly increased acute care costs and longer lengths of stay.

Few-layer graphene as a support film for transmission electron microscopy imaging of nanoparticles.

One consistent limitation for high-resolution imaging of small nanoparticles is the high background signal from the amorphous carbon support film. With interest growing for smaller and smaller nanostructures, state of the art electron microscopes are becoming necessary for rudimentary tasks, such as nanoparticle sizing. As a monolayer of carbon, free-standing graphene represents the ultimate support film for nanoparticle imaging. In this work, conventional high-resolution transmission electron microscopy (HRTEM) and aberration-corrected scanning transmission electron microscopy (STEM) were used to assess the benefits and feasibility of few-layer graphene support films. Suspensions of few-layer graphene to produce the support films were prepared by simple sonication of exfoliated graphite. The greatest benefit was observed for conventional HRTEM, where lattice resolved imaging of sub 2 nm CdSe nanocrystals was achieved. The few-layer graphene films were also used as a support film for C(s)-corrected STEM and electron energy loss spectroscopy of CuInSe(2) nanocrystals.

Pinned emission from ultrasmall cadmium selenide nanocrystals.

We report pinning of the emission spectrum in ultrasmall CdSe nanocrystals with a diameter of 1.7 nm and smaller. It was observed that the first emission feature ceased to blueshift once the band edge absorption reached 420 nm, though the band edge absorption continued to blueshift with decreasing nanocrystal diameter.