An analysis of social determinants of health and structural competency training in global emergency medicine fellowship programs in the United States

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.

Neutrality, conflict, and structural determinants of health in a Jerusalem emergency department

BACKGROUND

Medical neutrality is a normative arrangement that differentiates a zone of medical treatment disconnected from the field of politics. While medical neutrality aims to ensure impartial healthcare for all and to shield the healthcare personnel from political demands, it can also divert attention away from conflicts and their effects on health inequity. This article analyzes how healthcare professionals understand and negotiate the depoliticized space of the emergency department (ED) through their views on neutrality. It also examines how medical staff use depoliticized concepts of culture to account for differences in the health status of patients from disadvantaged groups. These questions are examined in the context of the Israeli-Palestinian conflict.

METHODS

Twenty-four in-depth, semi-structured interviews were conducted with healthcare personnel in a Jerusalem hospital's ED. All but one of the participants were Jewish. The interviews were analyzed using qualitative content analysis and Grounded Theory.

RESULTS

The ED staff endorsed the perspective of medical neutrality as a nondiscriminatory approach to care. At the same time, some medical staff recognized the limits of medical neutrality in the context of the Israeli-Palestinian conflict and negotiated and challenged this concept. While participants identified unique health risks for Arab patients, they usually did not associate these risks with the effects of conflict and instead explained them in depoliticized terms of cultural and behavioral differences. Culture served as a non-controversial way of acknowledging and managing problems that have their roots in politics.

CONCLUSIONS

The normative demand for neutrality works to exclude discussion of the conflict from clinical spaces. The normative exclusion of politics is a vital but under-appreciated aspect of how political conflict operates as a structural determinant of health. Healthcare personnel, especially in the ED, should be trained in structural competency. This training may challenge the neglect of issues that need to be solved at the political level and enhance health equity, social justice, and solidarity.