ArticleThe journal of mental health policy and economics2013
Measuring disparities across the distribution of mental health care expenditures.
Article in The journal of mental health policy and economics, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 2 of them syntheses that pooled 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.
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.
Who cites it
17 citing papers in PubMed, 2 syntheses or guidelines pooled it, 32 citations in OpenAlex.
- Behavioral Activation Disseminated by Non-Mental Health Professionals, Paraprofessionals, and Peers: A Systematic Review.Behavior therapy · 2023Pooled it
- Pooled it
- Warm season hourly temperature and psychiatric emergencies: A case-crossover study of a vulnerable population in Boston, 2005-2019.Environmental epidemiology (Philadelphia, Pa.) · 2026Article
- Disparities in Mental Health Care: An Annotated Bibliography for Psychiatry Training Programs.Academic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry · 2026Review
- States' Use of Medicaid Waivers for Children with Behavioral Health Needs is Associated with Lower Rates of Voluntary Child Welfare Placements.Child & adolescent social work journal : C & A · 2025Article
- Assessing implementation and health equity determinants to develop a facilitation plan for varied intensity posttraumatic stress disorder (PTSD) treatments in minority-serving institutions.Psychological services · 2025Article
- Immersive Extended Reality (I-XR) in Medical and Nursing for Skill Competency and Knowledge Acquisition: A Systematic Review and Implications for Pedagogical Practices.Behavioral sciences (Basel, Switzerland) · 2025Review
- Study protocol for a hybrid 1 effectiveness-implementation trial of Brief Skills Training in Affective and Interpersonal Regulation (Brief STAIR) and web-administered STAIR (webSTAIR) for posttraumatic stress disorder in integrated primary care.Contemporary clinical trials · 2023Article
- Formative evaluation prior to implementation of a brief treatment for posttraumatic stress disorder in primary care.Implementation science communications · 2023Article
- Perceived intrinsic, social, and environmental barriers for weight management in older Hispanic/Latino adults with obesity.Obesity science & practice · 2023Article
- Leveraging multistakeholder engagement to develop an implementation blueprint for a brief trauma-focused cognitive behavioral therapy in primary care.Psychological trauma : theory, research, practice and policy · 2022Article
- Racial Disparities in Pediatric Psychiatric Emergencies: A Health Systems Approach.Journal of psychiatry and brain science · 2020Article
- Treatment of depression and PTSD in primary care clinics serving uninsured low-income mostly Latina/o immigrants: A naturalistic prospective evaluation.Cultural diversity & ethnic minority psychology · 2019Article
- Improving Behavioral Health Equity through Cultural Competence Training of Health Care Providers.Ethnicity & disease · 2019Article
- Examining racial/ethnic differences in patterns of benzodiazepine prescription and misuse.Drug and alcohol dependence · 2018Article
- Identifying and reducing disparities in successful addiction treatment completion: testing the role of Medicaid payment acceptance.Substance abuse treatment, prevention, and policy · 2017Article
- The costs and benefits of reducing racial-ethnic disparities in mental health care.Psychiatric services (Washington, D.C.) · 2015Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 1 institution in 1 country.
Funding
Abstract
backgroundPrevious mental health care disparities studies predominantly compare mean mental health care use across racial/ethnic groups, leaving policymakers with little information on disparities among those with a higher level of expenditures. AIMS OF THE STUDY: To identify racial/ethnic disparities among individuals at varying quantiles of mental health care expenditures. To assess whether disparities in the upper quantiles of expenditure differ by insurance status, income and education.
methodsData were analyzed from a nationally representative sample of white, black and Latino adults 18 years and older (n=83,878). Our dependent variable was total mental health care expenditure. We measured disparities in any mental health care expenditures, disparities in mental health care expenditure at the 95th, 97.5 th, and 99 th expenditure quantiles of the full population using quantile regression, and at the 50 th, 75 th, and 95 th quantiles for positive users. In the full population, we tested interaction coefficients between race/ethnicity and income, insurance, and education levels to determine whether racial/ethnic disparities in the upper quantiles differed by income, insurance and education.
resultsSignificant Black-white and Latino-white disparities were identified in any mental health care expenditures. In the full population, moving up the quantiles of mental health care expenditures, Black-White and Latino-White disparities were reduced but remained statistically significant. No statistically significant disparities were found in analyses of positive users only. The magnitude of black-white disparities was smaller among those enrolled in public insurance programs compared to the privately insured and uninsured in the 97.5 th and 99 th quantiles. Disparities persist in the upper quantiles among those in higher income categories and after excluding psychiatric inpatient and emergency department (ED) visits. DISCUSSION: Disparities exist in any mental health care and among those that use the most mental health care resources, but much of disparities seem to be driven by lack of access. The data do not allow us to disentangle whether disparities were related to white respondent's overuse or underuse as compared to minority groups. The cross-sectional data allow us to make only associational claims about the role of insurance, income, and education in disparities. With these limitations in mind, we identified a persistence of disparities in overall expenditures even among those in the highest income categories, after controlling for mental health status and observable sociodemographic characteristics. IMPLICATIONS FOR HEALTH CARE PROVISION AND USE: Interventions are needed to equalize resource allocation to racial/ethnic minority patients regardless of their income, with emphasis on outreach interventions to address the disparities in access that are responsible for the no/low expenditures for even Latinos at higher levels of illness severity. IMPLICATIONS FOR HEALTH POLICIES: Increased policy efforts are needed to reduce the gap in health insurance for Latinos and improve outreach programs to enroll those in need into mental health care services. IMPLICATIONS FOR FURTHER RESEARCH: Future studies that conclusively disentangle overuse and appropriate use in these populations are warranted.
Indexed as
Identifiers
23676411PMC3662479W1489980488What OpenQuestion holds
Registered trials
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.