Evidence map›Paper›PMID 42110300›Full record

ArticleFrontiers in public health2026

Barriers beyond behavior: structural determinants of behavioral health treatment disparities among Hispanics in the U.S.

Marissa Gonzalez, Jose Eduardo Cabrero Castro, Emre Umucu, Alfonso Rojas-Alvarez

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Marissa GonzalezDepartment of Public Health Sciences, The University of Texas at El Paso, El Paso, TX, United States.
Jose Eduardo Cabrero CastroDepartment of Public Health Sciences, The University of Texas at El Paso, El Paso, TX, United States.
Emre UmucuDepartment of Public Health Sciences, The University of Texas at El Paso, El Paso, TX, United States.
Alfonso Rojas-AlvarezDepartment of Public Health Sciences, The University of Texas at El Paso, El Paso, TX, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Persistent disparities in substance use treatment access undermine efforts to achieve equitable public health outcomes in the United States. Hispanic populations, who report lower prevalence of substance use, nevertheless face systemic barriers to care. This study examines how socioeconomic status, insurance coverage, and ethnicity influence treatment utilization and perceived barriers, with attention to structural and sociocultural factors shaping disparities. Methods: This cross-sectional study analyzed data from the 2023 National Survey on Drug Use and Health ( Results: Hispanic respondents had significantly lower odds of reporting SUD (OR = 0.68), illicit drug use (OR = 0.68), and alcohol use disorder (OR = 0.78), and were less likely to receive behavioral health treatment (OR = 0.67) or medication-assisted treatment (OR = 0.59). Structural barriers, notably lack of insurance (47%) and high costs (40%), surpassed stigma-related barriers among Hispanics. While Medicaid (OR = 1.14) is positively associated with treatment access compared to being uninsured, substantial gaps persisted relative to private insurance. Conclusion: Structural policy reforms emphasizing expanded insurance access, affordable treatments, and culturally tailored harm reduction strategies are critical to addressing disparities. Health education and targeted community interventions may be able to effectively overcome systemic barriers to behavioral health care for Hispanic communities.

Indexed as

Healthcare DisparitiesHealth Services AccessibilityHispanic or LatinoSubstance-Related DisordersAdolescentAdultCross-Sectional StudiesFemaleHumansInsurance CoverageMaleMiddle AgedSocioeconomic Disparities in HealthSocioeconomic FactorsUnited StatesYoung Adulthealth policyHispanic healthstructural barrierssubstance use disorderstreatment disparities

Identifiers

PMID42110300
PMCPMC13153110

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.