Evidence map›Paper›PMID 23676411›Full record

ArticleThe journal of mental health policy and economics2013

Measuring disparities across the distribution of mental health care expenditures.

Benjamin Le Cook, Willard Manning, Margarita Alegria

Open access · greenAbstract readComparative Study
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 2 pooled it
8.1field-weighted citation impact, top 3% of its field
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

17 citing papers in PubMed, 2 syntheses or guidelines pooled it, 32 citations in OpenAlex.

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  4. 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 · 2026
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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

3 authors at 1 institution in 1 country.

Benjamin Le CookCenter for Multicultural Mental Health Research, Somerville, MA 02143, USA. bcook@cha.harvard.edu
Willard Manning
Margarita Alegria
Massachusetts Mental Health Center · US

Funding

Project 1: Improving Clinical Assessment of Diagnosis for Latinos (261-295)P50MH073469 · NIMH · CAMBRIDGE HEALTH ALLIANCE · PI ALEGRIA, MARGARITA · 2005 to 2009
$4.6M
Understanding Mechanisms of Mental Health Care DisparitiesR01MH091042 · NIMH · CAMBRIDGE HEALTH ALLIANCE · PI COOK, BENJAMIN LE · 2010 to 2012
$986k
NIMH NIH HHS P50 MH073469NIMH NIH HHS R01 MH091042PHS HHS P50 MHO73469
6 · The paper itself

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

EthnicityHealth ExpendituresAdolescentAdultAgedAged, 80 and overBlack or African AmericanCross-Sectional StudiesFemaleHealthcare DisparitiesHealth Services AccessibilityHispanic or LatinoHumansMaleMental Health ServicesMiddle Aged

Identifiers

PMID23676411
PMCPMC3662479
OpenAlexW1489980488

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.