Cited by 102Child and Adolescent Psychosocial and Emotional DevelopmentAnxiety, Depression, Psychometrics, Treatment, Cognitive ProcessesPsychotherapy Techniques and Applications

A Meta-analytic Review: Psychological Treatment of Subthreshold Depression in Children and Adolescents

Open access
Cuijpers, Pim, Pineda, Blanca S., Ng, Mei Yi, Weisz, John R., Muñoz, Ricardo F., Gentili, Claudio, Quero, Soledad, Karyotaki, Eirini·2021·Journal of the American Academy of Child & Adolescent Psychiatry

Abstract

Objective Subthreshold depression has been found to be associated with considerable impairment and an increased risk of developing major depression. Although several randomized trials have examined the effects of psychological interventions for subthreshold depression in children and adolescents, no meta-analysis has integrated the results of these trials. Method We searched 4 bibliographic databases and included randomized trials comparing psychological interventions with control conditions in children and adolescents scoring above a cut-off of a depression questionnaire but not meeting diagnostic criteria for major depression (or persistent depressive disorder) according to a diagnostic interview. Effect sizes and incidence rates of major depression were pooled with random effects meta-analyses. Results A total of 12 trials with 1,576 children and adolescents met inclusion criteria. The overall effect size indicating the difference between treatment and control at post-test was g = 0.38 (95% CI = 0.14–0.63), which corresponds to a number-needed-to-treat (NNT) of 8.4. Heterogeneity was moderate to high ( I 2 = 61; 95% CI = 28–79), and there was significant risk of publication bias ( p < .04). The 2 studies in children less than 12 years of age showed nonsignificant effects ( g = 0.01; 95% CI = –1.16 to 1.18). We found no significant effect on the incidence of major depression at follow-up (relative risk = 0.52; 95% CI = 0.25–1.08), although this may be related to low statistical power. Conclusion Interventions for subthreshold depression may have positive acute effects in adolescents. There is currently insufficient evidence, however, that these interventions are effective in children less than 12 years of age, or that they prevent the onset of major depression at follow-up.

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.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.jaac.2020.11.024

Cites

44 of 44 references verified0 citation errors · 0 not checkable

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.

A few free checks a day · papers already verified open instantly · results are public

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?

  • Meta-analyses focusing on Internet-delivered prevention reported small significant effects on subclinical symptoms, generally smaller or insignificant for adolescents compared to adults.

    “Meta-analyses with a specific focus on Internet-delivered prevention reported small significant effects on subclinical symptoms [45, 61–63], which were generally smaller or even insignificant for adolescents compared to adults [62].”

    From Efficacy of a transdiagnostic Internet prevention approach in adolescents (EMPATIA study): study protocol of a randomized controlled trial (2024) · cites this paper as [61]

    The Discussion reports a significant small-to-moderate effect for adolescents with subthreshold depression and says it is in line with effects in adults—not generally smaller or insignificant. The paper examines psychological interventions broadly, rather than focusing specifically on Internet-delivered prevention. No page number is provided in our copy. (LLM, conf=0.86)

    Checked by a reasoning model — may be wrong.

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 2

  1. Wesselhoeft R, Sørensen MJ, Heiervang ER, Bilenberg N. Subthreshold depression in children and adolescentsea systematic review. J Affect Dis. 2013;151:7-22.
  2. Cuijpers P. Psychological treatment of subthreshold depression in children and adoles- cents: a meta-analytic review. Available at: osf.io/c7hty. Accessed May 23, 2020.

Cited by

Sorted by citations

Authors
Cuijpers, P., Pineda, B. S., Ng, M. Y., Weisz, J. R., Muñoz, R. F., Gentili, C., Quero, S., & Karyotaki, E.
Affiliations
  • Amsterdam Public Health (NL)
  • Palo Alto University (US)
  • Florida International University (US)
  • Harvard University (US)
  • University of Padua (IT)
  • Universitat Jaume I (ES)
Corresponding author
Cuijpers, Pim
Venue
Journal of the American Academy of Child & Adolescent Psychiatry
Publisher
Elsevier BV
Published
2021-09
Volume
60
Issue
9
Pages
1072-1084
ISSN
0890-8567 (ISSN-L)
OpenAlex
W3130106216
Cited by
102
References
44
Citations by year
2026: 21 · 2025: 23 · 2024: 17 · 2023: 17 · 2022: 17 · 2021: 6
FWCI
1.89
Type
journal article
Language
en
Open access
Locations
  • Journal of the American Academy of Child & Adolescent Psychiatry (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Repositori UJI (Universitat Jaume I) (submittedVersion, cc-by-sa)
  • VU Research Portal (submittedVersion, other-oa)
  • Padua Research Archive (University of Padova) (submittedVersion, cc-by)
  • Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
Funders
  • John Templeton Foundation
  • European Commission
  • National Institutes of Health
Topics
  • Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
  • Social Sciences › Psychology › Clinical Psychology › Psychotherapy Techniques and Applications
Keywords
subthreshold depression, dysthymia, psychological intervention, children, adolescents, treatment effectiveness, number needed to treat
MeSH terms
Adolescent, Child, Depression, Depressive Disorder, Major, Major Depressive Disorder, Humans, Psychotherapy

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