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In adult ED encounters, clinician engagement with EHR-based SDOH data was rare but higher in opioid use disorder cases.

In adult ED encounters, clinician engagement with EHR-based SDOH data was rare but higher in opioid …
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Key Takeaway
Note that higher clinician engagement with SDOH data in OUD ED encounters was not associated with increased MOUD initiation.

This cross-sectional study analyzed 17,103 adult emergency department encounters to evaluate clinician engagement with EHR-based social determinants of health (SDOH) data. The cohort included 5,701 encounters involving opioid use disorder (OUD) and 11,402 non-OUD encounters. Engagement was defined as either documentation of SDOH data or review of existing SDOH data within the record.

The study found that SDOH documentation rates were rare, occurring in less than 1% of encounters. However, review of existing SDOH data was more common, with Z codes being the most frequently reviewed data type (98.4% of reviews), followed by the SDOH Wheel (27.9%), social work notes (16.0%), and free-text Social History (3.3%). Clinician engagement with SDOH data was significantly higher in OUD encounters compared to non-OUD encounters (26.6% vs. 16.0%; OR 1.91; 95% CI 1.77-2.07).

No safety data, adverse events, or tolerability issues were reported in this observational study. A key limitation is that the study assessed associations only; engagement was not associated with the initiation of medications for OUD (OR 1.11; 95% CI 0.84-1.47). Furthermore, engagement did not appear to mitigate persistent racial and ethnic treatment disparities in OUD care.

While EHR interfaces that surface SDOH data coupled with targeted decision supports might influence equitable, time-sensitive ED care, clinicians must recognize that increased engagement in OUD cases does not guarantee improved treatment outcomes or equity. These findings highlight a gap between data availability and actionable clinical intervention.

Study Details

EvidenceLevel 5
PublishedMar 2026
View Original Abstract ↓
ObjectivesTo characterize emergency department (ED) clinician engagement with electronic health record (EHR)-based social drivers of health (SDOH) data; test whether engagement differs in encounters with opioid use disorder (OUD); and, among OUD encounters, assess whether engagement is associated with medications for OUD (MOUD). Materials and MethodsWe conducted a cross-sectional study of adult ED encounters (January 2023-October 2024). OUD encounters, identified with a structured phenotype, were matched (1:2) to non-OUD encounters. Audit logs captured clinician engagement with structured SDOH questions ("SDOH Wheel"), ICD-10 Z codes in the Problem List, Social History free text, and social work notes. Engagement was any SDOH documentation or review of preexisting SDOH data during the encounter. Logistic regression estimated associations. ResultsAmong 17,103 encounters (5,701 OUD; 11,402 non-OUD), clinician SDOH documentation was rare (<1%). Clinicians most often reviewed Z codes (610/620; 98.4%), followed by the SDOH Wheel (1,103/3,953; 27.9%), social work notes (1,711/10,670; 16.0%), and Social History free text (232/6,942; 3.3%). Engagement occurred in 19.5% of encounters and was higher with OUD (26.6% vs 16.0%; OR 1.91, 95% CI 1.77-2.07). Among OUD encounters, engagement was not associated with MOUD (OR 1.11, 95% CI 0.84-1.47); however, MOUD treatment varied by race and ethnicity, reflecting persistent disparities. DiscussionED clinicians infrequently documented but did review structured, accessible SDOH data. Engagement increased in OUD encounters yet neither predicted MOUD nor mitigated racial and ethnic treatment disparities. EHR interfaces that surface SDOH data coupled with targeted decision supports might influence equitable, time-sensitive ED care.
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