Evidence map›Paper›PMID 40578756›Full record

ArticleJournal of the American Academy of Child and Adolescent Psychiatry2026

Neighborhood Deprivation and Adolescent Mental Health: The Protective Role of School Staffing Patterns.

Teresa G Vargas, Meghan Costello, Henning Tiemeier, Phoebe Lam, Tina Bollmann-Dodd, Jasmeen Kaur, Randi M Schuster

Abstract read
In one paragraph

Article in Journal of the American Academy of Child and Adolescent Psychiatry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Mental health trajectory groups: Family income, neighborhood disadvantage, and role of the school environment.Journal of research on adolescence : the official journal of the Society for Research on Adolescence · 2026
    Article
  4. Article
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

7 authors.

Teresa G VargasHarvard University, Cambridge, Massachusetts; Harvard Medical School, Boston, Massachusetts.
Meghan CostelloHarvard Medical School, Boston, Massachusetts; Center for School Behavioral Health, Massachusetts General Hospital, Boston, Massachusetts; Center for Addiction Medicine, Massachusetts General Hospital, Boston, Massachusetts.
Henning TiemeierHarvard T.H. Chan School of Public Health, Boston, Massachusetts.
Phoebe LamCarnegie Mellon University, Pittsburgh, Pennsylvania.
Tina Bollmann-DoddHarvard Medical School, Boston, Massachusetts.
Jasmeen KaurHarvard Medical School, Boston, Massachusetts.
Randi M SchusterHarvard Medical School, Boston, Massachusetts; Center for School Behavioral Health, Massachusetts General Hospital, Boston, Massachusetts; Center for Addiction Medicine, Massachusetts General Hospital, Boston, Massachusetts. Electronic address: rschuster@mgh.harvard.edu.

Funding

Neurodevelopmental Mechanisms Underlying Stress Vulnerability during AdolescenceR37MH119194 · NIMH · HARVARD UNIVERSITY · PI Katie McLaughlin · 2020 to 2026
$10.6M
Career Development Program in Substance Use and Addiction MedicineK12DA043490 · NIDA · MASSACHUSETTS GENERAL HOSPITAL · PI A EDEN EVINS, NANCY A RIGOTTI · 2017 to 2026
$4.7M
NIDA NIH HHS K12 DA043490NIMH NIH HHS R37 MH119194
6 · The paper itself

Abstract

objectiveSchools are key for advancing adolescent well-being, yet the role of school-level factors in supporting student mental health in the context of neighborhood deprivation is unknown.

methodStudents (N = 30,469, age: mean = 15.11 years, SD = 1.75 years) in 62 middle and high schools in Massachusetts completed the Substance Use and Risk Factors (SURF) Survey to assess psychiatric symptoms. Neighborhood deprivation was assessed through the census-extracted Area Deprivation Index (ADI). School-level moderators included school staffing patterns (teacher and mental health staff-to-student ratios, teaching staff increases) and characteristics that may support belonging and inclusion (school written commitment to inclusivity, proportion of teachers of shared race/ethnic minority status). Linear mixed models clustered by school examined links between neighborhood deprivation and psychiatric symptoms and tested school moderators, covarying for student age and sex as well as neighborhood density of substance retailers and crime.

resultsHigher neighborhood deprivation related to higher psychiatric symptom endorsement (β values = 0.04-0.08, p

conclusionSchool mental health staffing patterns may represent a modifiable protective factor with the potential to address mental health needs in disadvantaged communities and neighborhood contexts. PLAIN LANGUAGE SUMMARY: Schools play a key role in adolescent well-being, yet little is known about school-level factors in supporting student mental health in the context of neighborhood deprivation. In this study, the authors collected information from 30,000 adolescents in Massachusetts and found that those living in more disadvantaged neighborhoods reported more mental health issues. However, schools with more mental health staff helped protect students from these effects. Boosting school-based mental health support could improve well-being in underserved communities. STUDY REGISTRATION INFORMATION: School-Level Protective Factors for Mental Health Distress and Substance Use in Youth Exposed to Systemic Neighborhood Deprivation; https://osf.io/qkp25. DIVERSITY & INCLUSION STATEMENT: We worked to ensure race, ethnic, and/or other types of diversity in the recruitment of human participants. We worked to ensure sex and gender balance in the recruitment of human participants. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. One or more of the authors of this paper self-identifies as living with a disability. One or more of the authors of this paper received support from a program designed to increase minority representation in science. While citing references scientifically relevant for this work, we also actively worked to promote sex and gender balance in our reference list. The author list of this paper includes contributors from the location and/or community where the research was conducted who participated in the data collection, design, analysis, and/or interpretation of the work.

Indexed as

Mental DisordersMental HealthNeighborhood CharacteristicsResidence CharacteristicsSchoolsStudentsAdolescentFemaleHumansMaleMassachusettsSchool Teachersadversitydeprivationmental healthneighborhoodschool

Identifiers

PMID40578756
PMCPMC12244467

What OpenQuestion holds

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Registered trials

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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.