ArticlePLOS mental health2024
The role of social determinants of health in mental health: An examination of the moderating effects of race, ethnicity, and gender on depression through the all of us research program dataset.
Article in PLOS mental health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Digital intervention for tokophobia: a randomized controlled trial of internet-based cognitive behavioral therapy on fear of childbirth and self-efficacy among Egyptian pregnant women.BMC pregnancy and childbirth · 2025Trial
- Who gets included? Equity in digital and decentralised mental health and neurodevelopmental trials: A systematic review.PLOS digital health · 2026Article
- Environmental social and governance determinants of mental health in Italian regions from 2004 to 2023.Discover mental health · 2026Article
- Implications of the choice of method to identify major depressive disorder in large research cohorts.Journal of mood and anxiety disorders · 2025Article
- Combined social determinants of health contributed to adverse health outcomes among depression: evidence from two national cohorts.Epidemiology and psychiatric sciences · 2025Article
- Estimating the prevalence, socioeconomic determinants, and health seeking behavior of individuals with depression in Ghana.Scientific reports · 2025Article
- The Contribution of Social and Structural Determinants of Health Deficits to Mental and Behavioral Health Among a Diverse Group of Young People.International journal of environmental research and public health · 2025Article
- Longitudinal patterns of mental well-being over four years in a german general population sample: a growth mixture modeling approach.BMC public health · 2025Article
- The Association Between Social Determinants of Health (SDoH) and Mental Health Status in the US.European journal of investigation in health, psychology and education · 2025Article
- Predicting total healthcare demand using machine learning: separate and combined analysis of predisposing, enabling, and need factors.BMC health services research · 2025Article
- Predicting mental health disparities using machine learning for African Americans in Southeastern Virginia.Scientific reports · 2025Article
- Artificial intelligence-assisted psychological intervention mechanisms for university students in the context of new media technologies: an analysis based on data from the national institute of mental health.Frontiers in psychology · 2025Article
- Influence of unhealthy diet and sedentary behavior on the oral health-related quality of life of 12-year-old Brazilian adolescents.Scientific reports · 2024Article
Corrections and comments
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Authors and funding
4 authors.
Funding
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Abstract
We investigate how select identity characteristics moderate the role of several SDoH domains on major depressive disorder (MDD). Our study considers an analytical sample of 86,954 participants from the NIH-funded All of Us (AoU) Research Program in the USA. Our independent variables and moderators come from survey responses and our outcome is an EHR diagnostic code. We include race/ethnicity and gender/sexual identity to moderate the role of food insecurity, discrimination, neighborhood social cohesion, and loneliness in assessing risk for MDD diagnosis. We examine those moderating effects based on connections seen in the literature. Our findings illustrate the complexity of where and how people live their lives can have significant differential impact on MDD. Women (AOR = 1.60, 95% CI = [1.53, 1.68]) and LGBTQIA2+ individuals (AOR = 1.71, 95% CI = [1.60, 1.84]) exhibit a significantly higher likelihood of MDD diagnosis compared to cisgender heterosexual males. Our study also reveals a lower likelihood of MDD diagnosis among Asian/Asian American individuals (AOR = 0.41, 95% CI = [0.35, 0.49]) compared to White individuals. Our results align with previous research indicating that higher levels of food insecurity (AOR = 1.30, 95% CI = [1.17, 1.44]) and loneliness (AOR = 6.89, 95% CI = [6.04, 7.87]) are strongly associated with an increased likelihood of MDD. However, we also find that social cohesion (AOR = 0.92, 95% CI = [0.81, 1.05]) does not emerge as a significant predictor, contradicting some literature emphasizing the protective role of neighborhood cohesion. Similarly, our finding that transience (AOR = 0.95, 95% CI = [0.92, 0.98]) reduces the likelihood of MDD diagnosis contradicts conventional wisdom and warrants further exploration. Our study provides a reminder of the substantial challenges for research focused on marginalized community segments and that deliberate sampling plans are needed to examine those most marginalized and underserved.
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Registered trials
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