Sociodemographic, Behavioral, Health, and Health Care Access Factors Associated with Frequent Mental Distress Among Non-Hispanic Multiracial U.S. Adults: A 2023 BRFSS with Policy Implications

Background/Objectives: Frequent mental distress (FMD) is an important population mental health indicator, yet non-Hispanic multiracial adults remain understudied. This study estimated FMD prevalence and examined associated sociodemographic, health care access, behavioral, and health-related factors. Methods: Data from the 2023 Behavioral Risk Factor Surveillance System (BRFSS) were subjected to cross-sectional analysis, accounting for strata, survey weights, and primary sampling units. FMD was defined as ≥14 mentally unhealthy days during the past 30 days. Survey-weighted logistic regression estimated adjusted odds ratios (AORs) and 95% confidence intervals (CIs). Analyses used R version 4.6.1. Results: Among 9899 respondents with FMD data, weighted FMD prevalence was 24.49% (95% CI 22.64–26.34%). The complete-case analysis included 7444 of 10,125 eligible respondents (73.52%). Higher odds of FMD were associated with cost-related barriers to medical care (AOR 4.49, 95% CI 3.35–6.00, p < 0.001), inability to work (AOR 2.38, 95% CI 1.62–3.49, p < 0.001), current smoking (AOR 1.88, 95% CI 1.37–2.58, p < 0.001), unemployment, physical inactivity, former smoking, and underweight status. Adults aged ≥65 years had lower odds than those aged 18–34 years (AOR 0.15, 95% CI 0.09–0.26, p < 0.001). Sensitivity analyses using a larger sample without household income (N = 8609) and prevalence-ratio regression produced broadly consistent principal findings. Conclusions: Approximately one-quarter of non-Hispanic multiracial adults experienced FMD. Findings identify health care affordability, employment circumstances, smoking, physical inactivity, and health-related factors as important correlates and support further research addressing mental health needs among multiracial adults.

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Journal
Healthcare
Published
2026-10-28
DOI
https://doi.org/10.3390/healthcare14213664
Primary Topic
Mental Health Treatment and Access
Type
article
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article

Sociodemographic, Behavioral, Health, and Health Care Access Factors Associated with Frequent Mental Distress Among Non-Hispanic Multiracial U.S. Adults: A 2023 BRFSS with Policy Implications

Manoj Sharma, Ashis Kumar Biswas, Sharmistha Roy
Healthcare
Mental Health Treatment and Access
article

Sociodemographic, Behavioral, Health, and Health Care Access Factors Associated with Frequent Mental Distress Among Non-Hispanic Multiracial U.S. Adults: A 2023 BRFSS with Policy Implications

Manoj Sharma, Ashis Kumar Biswas, Sharmistha Roy
article en

Abstract

Background/Objectives: Frequent mental distress (FMD) is an important population mental health indicator, yet non-Hispanic multiracial adults remain understudied. This study estimated FMD prevalence and examined associated sociodemographic, health care access, behavioral, and health-related factors. Methods: Data from the 2023 Behavioral Risk Factor Surveillance System (BRFSS) were subjected to cross-sectional analysis, accounting for strata, survey weights, and primary sampling units. FMD was defined as ≥14 mentally unhealthy days during the past 30 days. Survey-weighted logistic regression estimated adjusted odds ratios (AORs) and 95% confidence intervals (CIs). Analyses used R version 4.6.1. Results: Among 9899 respondents with FMD data, weighted FMD prevalence was 24.49% (95% CI 22.64–26.34%). The complete-case analysis included 7444 of 10,125 eligible respondents (73.52%). Higher odds of FMD were associated with cost-related barriers to medical care (AOR 4.49, 95% CI 3.35–6.00, p < 0.001), inability to work (AOR 2.38, 95% CI 1.62–3.49, p < 0.001), current smoking (AOR 1.88, 95% CI 1.37–2.58, p < 0.001), unemployment, physical inactivity, former smoking, and underweight status. Adults aged ≥65 years had lower odds than those aged 18–34 years (AOR 0.15, 95% CI 0.09–0.26, p < 0.001). Sensitivity analyses using a larger sample without household income (N = 8609) and prevalence-ratio regression produced broadly consistent principal findings. Conclusions: Approximately one-quarter of non-Hispanic multiracial adults experienced FMD. Findings identify health care affordability, employment circumstances, smoking, physical inactivity, and health-related factors as important correlates and support further research addressing mental health needs among multiracial adults.

HealthcareVol. 14(21)
University of Nevada, Las Vegas (US)
Good health and well-being, Reduced inequalities
Openalex Percentile: Top 8%
Mental Health Treatment and Access
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