Social Determinants of Health in EMS Records: A Mixed-methods Analysis Using Natural Language Processing and Qualitative Content Analysis.

Introduction: Social determinants of health (SDoH) are known to impact the health and well-being of patients. However, information regarding them is not always collected in healthcare interactions, and healthcare professionals are not always well-trained or equipped to address them. Emergency medical services (EMS) professionals are uniquely positioned to observe and attend to SDoH because of their presence in patients' environments; however, the transmission of that information may be lost during transitions of care. Documentation of SDoH in EMS records may be helpful in identifying and addressing patients' insecurities and improving their health outcomes. Our objective in this study was to determine the presence of SDoH information in adult EMS records and understand how such information is referenced, appraised, and linked to other determinants by EMS personnel. Methods: Using EMS records for adult patients in the 2019 ESO Data Collaborative public-use research dataset using a natural language processing (NLP) algorithm, we identified free-text narratives containing documentation of at least one SDoH from categories associated with food, housing, employment, insurance, financial, and social support insecurities. From the NLP corpus, we randomly selected 100 records from each of the SDoH categories for qualitative content analysis using grounded theory. Results: Of the 5,665,229 records analyzed by the NLP algorithm, 175,378 (3.1%) were identified as containing at least one reference to SDoH. References to those SDoH were centered around the social topics of accessibility, mental health, physical health, and substance use. There were infrequent explicit references to other SDoH in the EMS records, but some relationships between categories could be inferred from contexts. Appraisals of patients' employment, food, and housing insecurities were mostly negative. Narratives including social support and financial insecurities were less negatively appraised, while those regarding insurance insecurities were mostly neutral and related to EMS operations and procedures. Conclusion: The social determinants of health are infrequently documented in EMS records. When they are included, they are infrequently explicitly linked to other SDoH categories and are often negatively appraised by EMS professionals. Given their unique position to observe and share patients' SDoH information, EMS professionals should be trained to understand, document, and address SDoH in their practice.

Physician and Pharmacist Liability: Medicolegal Cases That are Tough Pills to Swallow.

We present four medicolegal cases involving medication errors, which led to patient harm and subsequent settlements or jury awards to patients. These cases each involved scenarios in which a medication was inappropriately prescribed and/or inappropriately dispensed. In such cases, it is often not obvious whether the physician or pharmacist is at fault. These cases highlight the importance of understanding the roles and responsibilities of the physician and pharmacist in medication prescription and dispensation.

Awake intubations in the emergency department: A report from the National Emergency Airway Registry.

OBJECTIVE: To describe awake intubation practices in the emergency department (ED) and report success, complications, devices used, and rescue techniques using multicenter surveillance. METHODS: We analyzed data from the National Emergency Airway Registry (NEAR). Patients with an awake intubation attempt between January 1, 2016 and December 31, 2018 were included. We report univariate descriptive data as proportions with cluster-adjusted 95% confidence intervals (CIs). RESULTS: Of 19,071 discrete patient encounters, an awake technique was used on the first attempt in 82 (0.4%) patients. The majority (91%) of first attempts were performed by emergency medicine physicians. Angioedema (32%) and non-angioedema airway obstruction (31%) were the most common indications for an awake intubation attempt. The most common initial device used was a flexible endoscope (78%). Among all awake intubations first-attempt success was achieved in 85% (95% CI [76%-95%]), and peri-intubation complications occurred in 16% (95% CI [9%-26%]). CONCLUSION: Awake intubation in this multicenter cohort of emergency department patients was rare and was performed most often in patients with airway edema or obstruction. Emergency physicians performed the majority of first intubation attempts with high first-attempt success. Further studies are needed to determine optimal emergency airway management in this patient population.