behavioral health equity; urban health; social determinants of health; treatment engagement; patient activation; collaborative care; implementation science; health economics; system change
AuthorsAbstractBehavioral health disparities within high-disparity communities are often discussed as service gaps to be filled – a lack of clinics, clinicians, and programs. This paper makes a different argument: behavioral health disparities are manifestations of complex system failures around coverage, housing, digital, workforce, and financing that are communicated to individuals through known psychological mechanisms AND can ONLY be solved at scale through clinical and public health system change. Here we combine a critical review with STROBE-informed cross sectional demonstration using an openly reproducible dataset showing that unstable housing predicted elevated depression symptoms (PHQ-9: 10.76 vs. 7.69; t638 = 9.91, p < .001, d = 0.83); insurance type predicted dramatically different engagement levels (56.0% vs. 32.2% uninsured; chisquare(2) = 22.17, p < .001); and within adjusted models private insurance (OR = 2.54), digital access (OR = 1.62), and housing status (unstable OR = 0.53) predicted behavioral health engagement while depression severity barely did (OR = 1.05)—the hallmark of barriers to opportunity rather than motivation driving healthcare seeking behaviors. Drawing on this evidence base we present the From Service Gaps to System Change framework and discuss how it advances – and differs from – determinant frameworks (CFIR), process frameworks (EPIS), and evaluation frameworks (RE-AIM) as a content-focused, mechanism-driven equity framework, and formally introduce three hypotheses on mediation by housing, moderation by digital access, and independence by financing. Limiting beliefs, health economic considerations, clinical implications, and policy recommendations are discussed.
•••••••••••••••••••••••••••••••• ejprd.org - Published by Riset Publication Services LLC
EJPRD
Copyright ©2026 by Riset Publication Services LLC