Patterns and Predictors of Mental Healthcare Utilization in Schools and Other Service Sectors Among Adolescents at Risk for Depression
Open accessAbstract
This study examined racial/ethnic and socioeconomic differences in service utilization across sectors (specialty mental health, school, primary care) for youth at risk of depression. Our sample included 362 adolescents who were enrolled in a larger project examining the effects of an indicated school-based depression prevention program. Service use across sectors mirrored national trends and previous research findings in which the education sector was most frequently utilized for mental health services. Race/ethnicity was significantly associated with parent-reported specialty mental health service utilization, even when controlling for other predictors of use. The study also suggests that racial disparities in service access generally appear to be reduced through the availability of education sector mental health services. Socioeconomic status was not associated with service use in any sector when controlling for other predictors. Parent-child agreement was moderate for report of specialty mental health service use and low for report of use of services within the education and primary care sectors.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the USA, the education sector is responsible for 50-80% of all mental healthcare.
“In the USA, studies consistently indicate that the education sector is the most heavily accessed youth mental health service setting, responsible for 50–80% of all mental healthcare [4, 41–45].”
From Leading the charge in the education sector: development and validation of the School Implementation Leadership Scale (SILS) (2022) · cites this paper as [43]
The Introduction says more youth receive mental health services in schools than in any other setting, and the Results say the education sector was the most highly utilized among adolescents showing signs of depression. Neither passage establishes that schools provide 50–80% of all mental healthcare; the study reports service utilization in a specific youth sample, not that share of care. (LLM, conf=0.86)
Experimental — accuracy not yet measuredIn the USA, the education sector is the most heavily accessed youth mental health service setting.
“In the USA, studies consistently indicate that the education sector is the most heavily accessed youth mental health service setting, responsible for 50–80% of all mental healthcare [4, 41–45].”
From Leading the charge in the education sector: development and validation of the School Implementation Leadership Scale (SILS) (2022) · cites this paper as [43]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
The citation lists haven’t been fetched yet
References 44 · Cited by 88
Research works printed but not linked: 34
- Aarons G Covert J Skriner L Green A Marto D Garland A 2010 The eye of the beholder: Youths and parents differ on what matters in mental health services Administration and Policy in Mental Health and Mental Health Services Research 37 6 459 467 20140489 PMC2977056
- Angold A Costello EJ Messer SC Pickles A Winder F Silver D 1995 The development of a short questionnaire for use in epidemiological studies of depression in children and adolescents International Journal of Methods in Psychiatric Research 5 237 249
- Angold A Erkanli A Silberg J Eaves L Costello EJ 2002 Depression scale scores in 8–17 year-olds: Effects of age and gender Journal of Child Psychology & Psychiatry & Applied Disciplines 43 8 1052 1063 12455926
- Bahn MK Crane PK Rhew IR Gudmundsen G Vander Stoep A Lyon AR McCauley E 2012 Measurement equivalence across racial/ethnic groups of the mood and feelings questionnaire for childhood depression Journal of Abnormal Child Psychology 40 353 367 21996979 PMC3626410
- Betancourt JR Green AR Carrillo JE Ananeh-Firempong O 2003 Defining cultural competence: a practical framework for addressing racial/ethnic disparities in health and health care Public health reports 118 4 293 302 12815076 PMC1497553
- Bisaga K Whitaker A Davies M Chuang S Feldman J Walsh B 2005 Eating disorder and depressive symptoms in urban high school girls from different ethnic backgrounds Journal of Developmental and Behavioral Pediatrics 26 4 257 266 16100498
- Boyd-Franklin N 2003 Black families in therapy: Understanding the African American experience 2 New York Guildford Press
- Canino G Shrout PE Alegria M Rubio-Stipec M Chavez LM Ribera JC 2002 Methodological challenges in assessing children’s mental health services utilization Mental Health Services Research 4 97 107 12090311
- Cauce AM Domenech-Rodriguez M Paradise M Cochran BN Shea JM Srebnik D 2002 Cultural and contextual influences in mental health help seeking: A focus on ethnic minority youth Journal of Consulting and Clinical Psychology 70 1 44 55 11860055
- Courtney ME Barth RP Berrick JD Brooks D Needell B Park L 1996 Race and child welfare services: past research and future directions Child Welfare 75 2 99 137 8901382
- Evans SW 1999 Mental health services in schools: Utilization, effectiveness, and consent Clinical Psychology Review 19 2 165 178 10078418
- Fergusson DM Boden JM Horwood LJ 2007 Recurrence of major depression in adolescence and early adulthood, and later mental health, educational and economic outcomes The British Journal of Psychiatry 191 335 342 17906244
- Fergusson DM Woodward LJ 2002 Mental health, educational, and social role outcomes of adolescents with depression Archives of General Psychiatry 59 3 225 231 11879160
- Flisher AJ Kramer RA Grosser RC Alegria M Bird HR 1997 Correlates of unmet need for mental health services by children and adolescents Psychological Medicine 27 1145 1154 9300518
- Garland AF Landsverk JA Lau AS 2003 Racial/ethnic disparities in mental health service use among children in foster care Children and Youth Services Review 25 491 507
- Garland AF Lau AS Yeh M McCabe KM Hough RL Landsverk JA 2005 Racial and ethnic differences in utilization of mental health services among high-risk youths American Journal of Psychiatry 162 1336 1343 15994717
- Gary FA 2005 Stigma: barrier to mental health care among ethnic minorities Issues in Mental Health Nursing 26 10 979 999 16283995
- Hammen C 1997 Depression Hove, England Psychology Press/Erlbaum
- Kataoka S Stein BD Nadeem E Wong M 2007 Who gets care? Mental health service use following a school-based suicide prevention program Journal of the American Academy of Child and Adolescent Psychiatry 46 10 1341 1348 17885576
- Kataoka SH Zhang L Wells KB 2002 Unmet need for mental health care among U.S. children: Variation by ethnicity and insurance status American Journal of Psychiatry 159 1548 1555 12202276
- Kessler RC Avenevoli S Ries Merikangas K 2001 Mood disorders in children and adolescents: an epidemiologic perspective Biological Psychiatry 49 12 1002 1014 11430842
- Kuo ES Vander Stoep A Stewart DG 2005 Using the Short Mood and Feelings Questionnaire to detect depression in detained adolescents Assessment 12 374 383 16244118
- Landis JR Koch GG 1977 The measurement of observer agreement for categorical data Biometrics 33 1 159 174 843571
- Leslie LK Landsverk J Ezzet-Lofstrom R Tschann JM Slymen DJ Garland AF 2000 Children in foster care: factors influencing outpatient mental health service use Child Abuse & Neglect 24 4 465 476 10798837
- Lewinsohn PM Hops H Roberts RE Seeley JR Andrews JA 1993 Adolescent psychopathology: I. Prevalence and incidence of depression and other DSM III—R disorders in high school students Journal Of Abnormal Psychology 102 1 133 144 8436689
- Merikangas KR He JP Burstein M Swendsen J Avenevoli S Case B 2011 Service Utilization for Lifetime Mental Disorders in U.S. Adolescents: Results of the National Comorbidity Survey–Adolescent Supplement (NCS-A) Journal of the American Academy of Child & Adolescent Psychiatry 50 1 32 45 21156268 PMC4408275
- Sharp C Goodyer IM Croudace TJ 2006 The Short Mood and Feelings Questionnaire (SMFQ): A unidimensional item response theory and categorical data factor analysis of self-report ratings from a community sample of children aged 7 through 11 Journal of Abnormal Child Psychology 34 3 365 377 16649000
- Snowden LR Yamada AM 2006 Cultural differences in access to care Annual Review of Clinical Psychology 1 143 166 17716085
- Stephenson J 2000 Children with mental problems not getting the care they need The Journal of the American Medical Association 284 16 2043 2044 11042734
- Stiffman AR Horwitz SM Hoagwood K Compton WI Cottler L Bean DL 2000 The Service Assessment for Children and Adolescents (SACA): Adult and child reports Journal of the American Academy of Child & Adolescent Psychiatry 39 2 1032 1039 10939232
- Stiffman AR Pescosolido BA Cabassa LJ 2004 Building a model to understand youth service access: The gateway provider model Mental Health Services Research 6 4 189 198 15588030 PMC3745273
- U.S. Department of Health and Human Services 2001 Mental health: Culture, race, and ethnicity: A supplement to mental health: A report of the Surgeon General Rockville, MD U.S. Department of Health and Human Services 20669516
- Yeh M McCabe K Hough RL Dupuis D Hazen A 2003 Racial/ethnic differences in parental endorsement of barriers to mental health services for youth Mental Health Services Research 5 2 65 77 12801070
- Zimmerman FJ 2005 Social and economic determinants of disparities in professional help-seeking for child mental health problems: Evidence from a national sample Health Services Research 40 1514 1533 16174145 PMC1361199
- Authors
- Lyon, A. R., Ludwig, K. A., Stoep, A. V., Gudmundsen, G., & McCauley, E.
- Affiliations
- University of Washington (US)
- Corresponding author
- Lyon, Aaron R.
- Venue
- School Mental Health
- Published
- 2012-11-28
- Volume
- 5
- Issue
- 3
- Pages
- 155-165
- ISSN
- 1866-2625 (ISSN-L)
- 1866-2633
- PMC
- PMC3818801
- OpenAlex
- W1985912385
- Cited by
- 88
- References
- 44
- Citations by year
- 2026: 4 · 2025: 6 · 2024: 6 · 2023: 7 · 2022: 9 · 2021: 5 · 2020: 12 · 2019: 11 · 2018: 11 · 2017: 4 · 2016: 4 · 2015: 3 · 2014: 4 · 2013: 2
- FWCI
- 4.34
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- School Mental Health (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Mental Health (F32MH086978, K08MH095939, R01MH061984)
- Topics
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Health Sciences › Health Professions › Speech and Hearing › School Health and Nursing Education
- Keywords
- adolescent depression, mental health service utilization, school-based mental health services, racial disparities, socioeconomic status, specialty mental health services, primary care mental health services, parent-child agreement
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review