Interventions to Reduce Mental Health Stigma in Young People: A Systematic Review and Meta-Analysis.
Crockett MA, Núñez D, Martínez P, Borghero F, Campos S, Langer ÁI, Carrasco J, Martínez V. · JAMA network open · 2025 · Systematic review / meta-analysis
Original publication · Original publication · Original publication · Original publication · Original publication
Recorded summary
Short-term improvements in stigma knowledge/attitudes/behaviours and small help-seeking intention/attitude effects. Social contact favoured stigma behaviour more than education.
Recorded limitations
Methods also admit controlled trials with uncertain randomisation; varied outcomes and limited long-term evidence. Knowledge/intentions do not establish completed care access.
Evidence and provenance
Chapter Trust Factor uses a minimum of three distinct qualifying studies. Publication records retain their own evidence and assessment.
Study design and assessment
- design
- Systematic review / meta-analysis
- assessment
- category
- review
- is Randomized Controlled Trial
- false
- peer Reviewed
- true
- basis
- Systematic review/meta-analysis of controlled stigma interventions
- masking Roles
- Not applicable or not established from inspected methods; no masking inferred
- sources
https://pubmed.ncbi.nlm.nih.gov/39813031/ · https://doi.org/10.1001/jamanetworkopen.2024.54730 · https://pmc.ncbi.nlm.nih.gov/articles/PMC11736514/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11736514/fullTextXML · https://api.crossref.org/works/10.1001%2Fjamanetworkopen.2024.54730
- review Scope
- selected-methods
- trust Factor
- score
- 1
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- 1
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- Paper
- status
- assessed
- rating Scale
- library-trust-factor/1-3
- randomized Controlled Trial
- false
- peer Reviewed
- true
- blinding
- not-applicable
- masking Roles
- Not applicable or not established from inspected methods; no masking inferred
- basis
- Systematic review/meta-analysis of controlled stigma interventions
- sources
https://pubmed.ncbi.nlm.nih.gov/39813031/ · https://doi.org/10.1001/jamanetworkopen.2024.54730 · https://pmc.ncbi.nlm.nih.gov/articles/PMC11736514/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11736514/fullTextXML · https://api.crossref.org/works/10.1001%2Fjamanetworkopen.2024.54730
- assessed At
- 2026-11-02
- review Scope
- selected-methods
- human Approval
- false
- review Limit
- AI source-based design assessment; human content sign-off is recorded separately.
- jadad
- status
- not-applicable
- score
- Not recorded
- evidence
- evidence Type
- Systematic review / meta-analysis
- intervention
- Not applicable or not established from inspected sections
- provider
- Not separately established; clinician/teacher/app details, if known, are retained in the intervention description
- comparator
- See design/intervention description; otherwise unknown
- sample
- 97 studies, 43,852 participants; 74 meta-analysed
- population
- age
- 10–24; study mean-age median about 18.7
- age Fit
- mixed-overlap
- sample
- 97 studies, 43,852 participants; 74 meta-analysed
- setting
- Not separately established; see population/intervention description
- community
- Not assigned
- measurement
- Specific outcomes are reported in the finding and retained appraisal.
- trial Id
- publication-39813031
- trial Registries
- None recorded
- registry Scope
- Identifiers explicitly reported in article abstract; other registrations remain unverified
- relationship Note
- Build respectful lived-experience contact and mental-health literacy into co-design, while measuring actual access and sustained effects. Component evidence does not establish efficacy of the combined Universal Mind lab model.
- measured Genes
- None recorded
- pathways
- None recorded
- quality
- tier
- priority
- qualification
- Qualified for the stated design-specific use in a rapid methods-based review, not necessarily low risk of bias or high certainty.
- formal Risk Of Bias Tool Applied
- false
- jadad Score
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- masking Roles
- Not applicable or not established from inspected methods; no masking inferred
- harms And Attrition
- Not systematically extracted beyond findings/limitations; absence of reporting is not evidence of no harm
- source Access
- scope
- selected-methods
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- true
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- true
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- false
- level
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- source URLs
https://pubmed.ncbi.nlm.nih.gov/39813031/ · https://doi.org/10.1001/jamanetworkopen.2024.54730 · https://pmc.ncbi.nlm.nih.gov/articles/PMC11736514/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11736514/fullTextXML · https://api.crossref.org/works/10.1001%2Fjamanetworkopen.2024.54730
- retrieved At
- 2026-11-02
Topics and recorded topic scores
- key
- language:universal-mind-mobile-lab
- title
- Universal Mind Mobile Lab · Direct response and inspired by
- collection
- language
- trust Score
- 3
- key
- language:youth-access-connection
- title
- Youth access, digital support and connection
- collection
- language
- trust Score
- 3
Citation snapshot and identifiers
- id
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- doi
- 10.1001/jamanetworkopen.2024.54730
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- citation Snapshot
- count
- Not recorded
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- Not recorded
- retrieved At
- Not recorded
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- not-assessed
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- language
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Complete approved library record
- lab Relevance
- relationship
- direct-response
- implication
- Build respectful lived-experience contact and mental-health literacy into co-design, while measuring actual access and sustained effects.
- transfer Limit
- Component evidence does not establish efficacy of the combined Universal Mind lab model.
- institutions
- None recorded
- institution Evidence
- None recorded
- research Topics
Youth needs / digital / access
- publication Status
- pmid
- 39813031
- checked At
- 2026-11-02T01:32:46.772619+00:00
- pub Types
Meta-Analysis · Research Support, Non-U.S. Gov't · research-article · Systematic Review · Journal Article
- indexed Notices
- None recorded
- crossref Updates
- None recorded
- notice Records
- None recorded
- scope
- Europe PMC indexed publication types/linked notices, publisher JATS related articles and Crossref update-to metadata; absence is not a guarantee of no notice.
- notice Summary
- Indexed related notices are retained below; no retraction identified in this bounded metadata check. This is not an exhaustive guarantee.
- randomized Study Unit Id
- Not recorded
- publication Approval
- status
- approved-for-publication
- approved By
- Ben Korbel
- approved At
- 2026-11-02
- assessment
- AI assessed; human approved for publication
- scope
- Approved research summaries for Informatics staging. No clinical peer review, treatment recommendation, partner endorsement or production release is claimed.
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- retrieved At
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- study Family Id
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Youth needs / digital / access
- id
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- aliases
- None recorded
- title
- Interventions to Reduce Mental Health Stigma in Young People: A Systematic Review and Meta-Analysis.
- journal
- JAMA network open
- neurotransmitters
- None recorded
- year
- 2025
- authors
- Crockett MA, Núñez D, Martínez P, Borghero F, Campos S, Langer ÁI, Carrasco J, Martínez V.
- design
- Systematic review / meta-analysis
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- Review
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- Not recorded
- doi
- 10.1001/jamanetworkopen.2024.54730
- pmid
- 39813031
- urls
https://doi.org/10.1001/jamanetworkopen.2024.54730 · https://pubmed.ncbi.nlm.nih.gov/39813031/ · https://pmc.ncbi.nlm.nih.gov/articles/PMC11736514/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11736514/fullTextXML · https://api.crossref.org/works/10.1001%2Fjamanetworkopen.2024.54730
- collections
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Methods & context
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- None recorded
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- summary
- Short-term improvements in stigma knowledge/attitudes/behaviours and small help-seeking intention/attitude effects. Social contact favoured stigma behaviour more than education.
- limitation
- Methods also admit controlled trials with uncertain randomisation; varied outcomes and limited long-term evidence. Knowledge/intentions do not establish completed care access.
- citation Count
- Not recorded
- citation Snapshot
- count
- Not recorded
- source
- Not recorded
- retrieved At
- Not recorded
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- not-assessed
- study Design Assessment
- category
- review
- is Randomized Controlled Trial
- false
- peer Reviewed
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- Systematic review/meta-analysis of controlled stigma interventions
- masking Roles
- Not applicable or not established from inspected methods; no masking inferred
- sources
https://pubmed.ncbi.nlm.nih.gov/39813031/ · https://doi.org/10.1001/jamanetworkopen.2024.54730 · https://pmc.ncbi.nlm.nih.gov/articles/PMC11736514/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11736514/fullTextXML · https://api.crossref.org/works/10.1001%2Fjamanetworkopen.2024.54730
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- basis
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https://pubmed.ncbi.nlm.nih.gov/39813031/ · https://doi.org/10.1001/jamanetworkopen.2024.54730 · https://pmc.ncbi.nlm.nih.gov/articles/PMC11736514/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11736514/fullTextXML · https://api.crossref.org/works/10.1001%2Fjamanetworkopen.2024.54730
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- title
- Interventions to Reduce Mental Health Stigma in Young People: A Systematic Review and Meta-Analysis.
- authors
- Crockett MA, Núñez D, Martínez P, Borghero F, Campos S, Langer ÁI, Carrasco J, Martínez V.
- year
- 2025
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- JAMA network open
- doi
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https://doi.org/10.1001/jamanetworkopen.2024.54730 · https://pubmed.ncbi.nlm.nih.gov/39813031/ · https://pmc.ncbi.nlm.nih.gov/articles/PMC11736514/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11736514/fullTextXML · https://api.crossref.org/works/10.1001%2Fjamanetworkopen.2024.54730
- collections
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Methods & context
- targets
- None recorded
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children · adolescents · youth · adults
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language
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children · adolescents · youth · adults
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- finding
- Short-term improvements in stigma knowledge/attitudes/behaviours and small help-seeking intention/attitude effects. Social contact favoured stigma behaviour more than education.
- summary
- Short-term improvements in stigma knowledge/attitudes/behaviours and small help-seeking intention/attitude effects. Social contact favoured stigma behaviour more than education.
- limitation
- Methods also admit controlled trials with uncertain randomisation; varied outcomes and limited long-term evidence. Knowledge/intentions do not establish completed care access.
- evidence
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- Systematic review / meta-analysis
- intervention
- Not applicable or not established from inspected sections
- provider
- Not separately established; clinician/teacher/app details, if known, are retained in the intervention description
- comparator
- See design/intervention description; otherwise unknown
- sample
- 97 studies, 43,852 participants; 74 meta-analysed
- population
- age
- 10–24; study mean-age median about 18.7
- age Fit
- mixed-overlap
- sample
- 97 studies, 43,852 participants; 74 meta-analysed
- setting
- Not separately established; see population/intervention description
- community
- Not assigned
- measurement
- Specific outcomes are reported in the finding and retained appraisal.
- trial Id
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- registry Scope
- Identifiers explicitly reported in article abstract; other registrations remain unverified
- relationship Note
- Build respectful lived-experience contact and mental-health literacy into co-design, while measuring actual access and sustained effects. Component evidence does not establish efficacy of the combined Universal Mind lab model.
- measured Genes
- None recorded
- pathways
- None recorded
- quality
- tier
- priority
- qualification
- Qualified for the stated design-specific use in a rapid methods-based review, not necessarily low risk of bias or high certainty.
- formal Risk Of Bias Tool Applied
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- jadad Score
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- masking Roles
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- harms And Attrition
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https://pubmed.ncbi.nlm.nih.gov/39813031/ · https://doi.org/10.1001/jamanetworkopen.2024.54730 · https://pmc.ncbi.nlm.nih.gov/articles/PMC11736514/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11736514/fullTextXML · https://api.crossref.org/works/10.1001%2Fjamanetworkopen.2024.54730
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Youth needs / digital / access
- lab Relevance
- relationship
- direct-response
- implication
- Build respectful lived-experience contact and mental-health literacy into co-design, while measuring actual access and sustained effects.
- transfer Limit
- Component evidence does not establish efficacy of the combined Universal Mind lab model.
- publication Status
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- Europe PMC indexed publication types/linked notices, publisher JATS related articles and Crossref update-to metadata; absence is not a guarantee of no notice.
- notice Summary
- Indexed related notices are retained below; no retraction identified in this bounded metadata check. This is not an exhaustive guarantee.
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- Interventions to Reduce Mental Health Stigma in Young People: A Systematic Review and Meta-Analysis.
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- See design/intervention description; otherwise unknown
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- Systematic review/meta-analysis of controlled stigma interventions
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- Methods also admit controlled trials with uncertain randomisation; varied outcomes and limited long-term evidence. Knowledge/intentions do not establish completed care access.
- harms And Attrition
- Not systematically extracted beyond findings/limitations; absence of reporting is not evidence of no harm
- lab Relevance
- relationship
- direct-response
- implication
- Build respectful lived-experience contact and mental-health literacy into co-design, while measuring actual access and sustained effects.
- transfer Limit
- Component evidence does not establish efficacy of the combined Universal Mind lab model.
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- indexed Notices
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- notice Records
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- Europe PMC indexed publication types/linked notices, publisher JATS related articles and Crossref update-to metadata; absence is not a guarantee of no notice.
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- Indexed related notices are retained below; no retraction identified in this bounded metadata check. This is not an exhaustive guarantee.
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- title
- Interventions to Reduce Mental Health Stigma in Young People: A Systematic Review and Meta-Analysis.
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- Crockett MA, Núñez D, Martínez P, Borghero F, Campos S, Langer ÁI, Carrasco J, Martínez V.
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- JAMA network open
- doi
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- 39813031
- urls
https://doi.org/10.1001/jamanetworkopen.2024.54730 · https://pubmed.ncbi.nlm.nih.gov/39813031/ · https://pmc.ncbi.nlm.nih.gov/articles/PMC11736514/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11736514/fullTextXML · https://api.crossref.org/works/10.1001%2Fjamanetworkopen.2024.54730
- collections
language
- categories
Methods & context
- targets
- None recorded
- neurotransmitters
- None recorded
- conditions
- None recorded
- condition Evidence
- None recorded
- age Groups
children · adolescents · youth · adults
- age Population
- record Id
- youth-pmid-39813031
- collections
language
- groups
children · adolescents · youth · adults
- reported Ages
- 10–24; study mean-age median about 18.7
- youth Scope
- included
- youth Source Note
- The existing youth filter includes adolescents and source-defined young people. It does not establish a separate 16–24 estimate.
- age Fit
- mixed-overlap
- source URL
- https://pubmed.ncbi.nlm.nih.gov/39813031/
- basis Type
- selected-methods-ai-editorial-assessment
- classification Note
- Broad groups describe source-reported populations or review scope. Eligibility and study mean ages are not observed participant ranges; read the reported-age wording.
- community Matches
- None recorded
- kind
- Review
- design
- Systematic review / meta-analysis
- origin
- approved-youth-20261102
- priority
- 1
- quotes
- None recorded
- finding
- Short-term improvements in stigma knowledge/attitudes/behaviours and small help-seeking intention/attitude effects. Social contact favoured stigma behaviour more than education.
- summary
- Short-term improvements in stigma knowledge/attitudes/behaviours and small help-seeking intention/attitude effects. Social contact favoured stigma behaviour more than education.
- limitation
- Methods also admit controlled trials with uncertain randomisation; varied outcomes and limited long-term evidence. Knowledge/intentions do not establish completed care access.
- evidence
- evidence Type
- Systematic review / meta-analysis
- intervention
- Not applicable or not established from inspected sections
- provider
- Not separately established; clinician/teacher/app details, if known, are retained in the intervention description
- comparator
- See design/intervention description; otherwise unknown
- sample
- 97 studies, 43,852 participants; 74 meta-analysed
- population
- age
- 10–24; study mean-age median about 18.7
- age Fit
- mixed-overlap
- sample
- 97 studies, 43,852 participants; 74 meta-analysed
- setting
- Not separately established; see population/intervention description
- community
- Not assigned
- measurement
- Specific outcomes are reported in the finding and retained appraisal.
- trial Id
- publication-39813031
- trial Registries
- None recorded
- registry Scope
- Identifiers explicitly reported in article abstract; other registrations remain unverified
- relationship Note
- Build respectful lived-experience contact and mental-health literacy into co-design, while measuring actual access and sustained effects. Component evidence does not establish efficacy of the combined Universal Mind lab model.
- measured Genes
- None recorded
- pathways
- None recorded
- quality
- tier
- priority
- qualification
- Qualified for the stated design-specific use in a rapid methods-based review, not necessarily low risk of bias or high certainty.
- formal Risk Of Bias Tool Applied
- false
- jadad Score
- Not recorded
- masking Roles
- Not applicable or not established from inspected methods; no masking inferred
- harms And Attrition
- Not systematically extracted beyond findings/limitations; absence of reporting is not evidence of no harm
- source Access
- scope
- selected-methods
- full Text Cached
- true
- methods Inspected
- true
- full Text Appraisal Claim
- false
- level
- selected-methods
- source URLs
https://pubmed.ncbi.nlm.nih.gov/39813031/ · https://doi.org/10.1001/jamanetworkopen.2024.54730 · https://pmc.ncbi.nlm.nih.gov/articles/PMC11736514/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11736514/fullTextXML · https://api.crossref.org/works/10.1001%2Fjamanetworkopen.2024.54730
- retrieved At
- 2026-11-02
- study Design Assessment
- category
- review
- is Randomized Controlled Trial
- false
- peer Reviewed
- true
- basis
- Systematic review/meta-analysis of controlled stigma interventions
- masking Roles
- Not applicable or not established from inspected methods; no masking inferred
- sources
https://pubmed.ncbi.nlm.nih.gov/39813031/ · https://doi.org/10.1001/jamanetworkopen.2024.54730 · https://pmc.ncbi.nlm.nih.gov/articles/PMC11736514/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11736514/fullTextXML · https://api.crossref.org/works/10.1001%2Fjamanetworkopen.2024.54730
- review Scope
- selected-methods
- paper Trust Assessment
- score
- 1
- display Crosses
- 1
- scope
- Paper
- status
- assessed
- rating Scale
- library-trust-factor/1-3
- randomized Controlled Trial
- false
- peer Reviewed
- true
- blinding
- not-applicable
- masking Roles
- Not applicable or not established from inspected methods; no masking inferred
- basis
- Systematic review/meta-analysis of controlled stigma interventions
- sources
https://pubmed.ncbi.nlm.nih.gov/39813031/ · https://doi.org/10.1001/jamanetworkopen.2024.54730 · https://pmc.ncbi.nlm.nih.gov/articles/PMC11736514/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11736514/fullTextXML · https://api.crossref.org/works/10.1001%2Fjamanetworkopen.2024.54730
- assessed At
- 2026-11-02
- review Scope
- selected-methods
- human Approval
- false
- review Limit
- AI source-based design assessment; human content sign-off is recorded separately.
- jadad
- status
- not-applicable
- score
- Not recorded
- citation Count
- Not recorded
- citation Snapshot
- count
- Not recorded
- source
- Not recorded
- retrieved At
- Not recorded
- status
- not-assessed
- publication Approval
- status
- approved-for-publication
- approved By
- Ben Korbel
- approved At
- 2026-11-02
- assessment
- AI assessed; human approved for publication
- scope
- Approved research summaries for Informatics staging. No clinical peer review, treatment recommendation, partner endorsement or production release is claimed.
- source Revision
- r1-e67de4b9ffe8
- source Content Hash
- e67de4b9ffe8b554a38e2391a1a459b5a2132e33b283eda7c5b274764e61e0d2
- source Access
- scope
- selected-methods
- full Text Cached
- true
- methods Inspected
- true
- full Text Appraisal Claim
- false
- level
- selected-methods
- source URLs
https://pubmed.ncbi.nlm.nih.gov/39813031/ · https://doi.org/10.1001/jamanetworkopen.2024.54730 · https://pmc.ncbi.nlm.nih.gov/articles/PMC11736514/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11736514/fullTextXML · https://api.crossref.org/works/10.1001%2Fjamanetworkopen.2024.54730
- retrieved At
- 2026-11-02
- study Family Id
- publication-39813031
- randomized Study Unit Id
- Not recorded
- institutions
- None recorded
- institution Evidence
- None recorded
- research Topics
Youth needs / digital / access
- lab Relevance
- relationship
- direct-response
- implication
- Build respectful lived-experience contact and mental-health literacy into co-design, while measuring actual access and sustained effects.
- transfer Limit
- Component evidence does not establish efficacy of the combined Universal Mind lab model.
- publication Status
- pmid
- 39813031
- checked At
- 2026-11-02T01:32:46.772619+00:00
- pub Types
Meta-Analysis · Research Support, Non-U.S. Gov't · research-article · Systematic Review · Journal Article
- indexed Notices
- None recorded
- crossref Updates
- None recorded
- notice Records
- None recorded
- scope
- Europe PMC indexed publication types/linked notices, publisher JATS related articles and Crossref update-to metadata; absence is not a guarantee of no notice.
- notice Summary
- Indexed related notices are retained below; no retraction identified in this bounded metadata check. This is not an exhaustive guarantee.
- approaches
Youth needs / digital / access
- record Id
- youth-pmid-39813031
- source Pages
- None recorded
- assessment Record
- id
- youth-pmid-39813031
- title
- Interventions to Reduce Mental Health Stigma in Young People: A Systematic Review and Meta-Analysis.
- authors
- Crockett MA, Núñez D, Martínez P, Borghero F, Campos S, Langer ÁI, Carrasco J, Martínez V.
- year
- 2025
- journal
- JAMA network open
- doi
- 10.1001/jamanetworkopen.2024.54730
- pmid
- 39813031
- pmcid
- PMC11736514
- trial Registries
- None recorded
- registry Scope
- Identifiers explicitly reported in article abstract; other registrations remain unverified
- collection
- youth-20261102
- topics
Youth needs / digital / access
- institutions
- None recorded
- institution Evidence
- None recorded
- publication Type
Meta-Analysis · Research Support, Non-U.S. Gov't · research-article · Systematic Review · Journal Article
- study Family Id
- publication-39813031
- randomized Study Unit Id
- Not recorded
- existing Repository Matches
- None recorded
- population
- age
- 10–24; study mean-age median about 18.7
- age Fit
- mixed-overlap
- sample
- 97 studies, 43,852 participants; 74 meta-analysed
- setting
- Not separately established; see population/intervention description
- community
- Not assigned
- intervention
- description And Dose
- Not applicable or not established from inspected sections
- provider
- Not separately established; clinician/teacher/app details, if known, are retained in the intervention description
- comparator
- See design/intervention description; otherwise unknown
- design
- description
- Systematic review/meta-analysis of controlled stigma interventions
- category
- review
- randomization Methods Inspected
- false
- masking
- Not applicable or not established from inspected methods; no masking inferred
- double Blinding Verified
- false
- proposed Crosses
- 1
- approved Crosses
- Not recorded
- findings
- Short-term improvements in stigma knowledge/attitudes/behaviours and small help-seeking intention/attitude effects. Social contact favoured stigma behaviour more than education.
- limitations
- Methods also admit controlled trials with uncertain randomisation; varied outcomes and limited long-term evidence. Knowledge/intentions do not establish completed care access.
- harms And Attrition
- Not systematically extracted beyond findings/limitations; absence of reporting is not evidence of no harm
- lab Relevance
- relationship
- direct-response
- implication
- Build respectful lived-experience contact and mental-health literacy into co-design, while measuring actual access and sustained effects.
- transfer Limit
- Component evidence does not establish efficacy of the combined Universal Mind lab model.
- source Access
- scope
- selected-methods
- full Text Cached
- true
- methods Inspected
- true
- full Text Appraisal Claim
- false
- sources
- type
- primary bibliographic record
- url
- https://pubmed.ncbi.nlm.nih.gov/39813031/
- retrieved At
- 2026-11-02
- sha256
- fa284573d589094ab65177494f762bbeccce843073b5b2f8bf0f5393d9f1edd2
- hash Scope
- normalized Europe PMC core metadata snapshot
- type
- publisher DOI
- url
- https://doi.org/10.1001/jamanetworkopen.2024.54730
- retrieved At
- 2026-11-02
- type
- PMC article
- url
- https://pmc.ncbi.nlm.nih.gov/articles/PMC11736514/
- retrieved At
- 2026-11-02
- access
- Full text cached
- type
- full-text-xml
- url
- https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11736514/fullTextXML
- retrieved At
- 2026-11-02T00:59:08.879391+00:00
- sha256
- 18230e5d43940e2069dec30debc07da288bdaedc32584a286ba01a5d3b507e98
- type
- DOI-metadata
- url
- https://api.crossref.org/works/10.1001%2Fjamanetworkopen.2024.54730
- retrieved At
- 2026-11-02T00:59:08.882396+00:00
- sha256
- 570936278805db9143cf6729592661df91d6b3f944843a14b0e7660bf93ddcf5
- publication Status
- pmid
- 39813031
- checked At
- 2026-11-02T01:32:46.772619+00:00
- pub Types
Meta-Analysis · Research Support, Non-U.S. Gov't · research-article · Systematic Review · Journal Article
- indexed Notices
- None recorded
- crossref Updates
- None recorded
- notice Records
- None recorded
- scope
- Europe PMC indexed publication types/linked notices, publisher JATS related articles and Crossref update-to metadata; absence is not a guarantee of no notice.
- notice Summary
- Indexed related notices are retained below; no retraction identified in this bounded metadata check. This is not an exhaustive guarantee.
- quality
- tier
- priority
- qualification
- Qualified for the stated design-specific use in a rapid methods-based review, not necessarily low risk of bias or high certainty.
- formal Risk Of Bias Tool Applied
- false
- jadad Score
- Not recorded
- review Ready
- true
- hold Reason
- Not recorded
- duplicate Of
- Not recorded
- review
- status
- pending
- reviewer
- Not recorded
- approved At
- Not recorded
- decision Scope
- Ben reviews proposed content and release; full medical-paper reading is not required.
- provenance
- Discovered and appraised by AI; pending human content sign-off
- production Eligible
- false
- approved Retrieval Eligible
- false
- selected Corpus References
- None recorded
- reference Scope
- Explicit publisher reference identifiers; citation is not proof of inclusion in a meta-analysis.
- content Hash
- e67de4b9ffe8b554a38e2391a1a459b5a2132e33b283eda7c5b274764e61e0d2
- revision
- r1-e67de4b9ffe8
- archive Entries
- None recorded
- collection
- language
- chapter Number
- 6
- topic Id
- youth-access-connection
- topic Title
- Youth access, digital support and connection
- trust Score
- 3
- evidence
- evidence Type
- Systematic review / meta-analysis
- intervention
- Not applicable or not established from inspected sections
- provider
- Not separately established; clinician/teacher/app details, if known, are retained in the intervention description
- comparator
- See design/intervention description; otherwise unknown
- sample
- 97 studies, 43,852 participants; 74 meta-analysed
- population
- age
- 10–24; study mean-age median about 18.7
- age Fit
- mixed-overlap
- sample
- 97 studies, 43,852 participants; 74 meta-analysed
- setting
- Not separately established; see population/intervention description
- community
- Not assigned
- measurement
- Specific outcomes are reported in the finding and retained appraisal.
- trial Id
- publication-39813031
- trial Registries
- None recorded
- registry Scope
- Identifiers explicitly reported in article abstract; other registrations remain unverified
- relationship Note
- Build respectful lived-experience contact and mental-health literacy into co-design, while measuring actual access and sustained effects. Component evidence does not establish efficacy of the combined Universal Mind lab model.
- measured Genes
- None recorded
- pathways
- None recorded
- quality
- tier
- priority
- qualification
- Qualified for the stated design-specific use in a rapid methods-based review, not necessarily low risk of bias or high certainty.
- formal Risk Of Bias Tool Applied
- false
- jadad Score
- Not recorded
- masking Roles
- Not applicable or not established from inspected methods; no masking inferred
- harms And Attrition
- Not systematically extracted beyond findings/limitations; absence of reporting is not evidence of no harm
- source Access
- scope
- selected-methods
- full Text Cached
- true
- methods Inspected
- true
- full Text Appraisal Claim
- false
- level
- selected-methods
- source URLs
https://pubmed.ncbi.nlm.nih.gov/39813031/ · https://doi.org/10.1001/jamanetworkopen.2024.54730 · https://pmc.ncbi.nlm.nih.gov/articles/PMC11736514/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11736514/fullTextXML · https://api.crossref.org/works/10.1001%2Fjamanetworkopen.2024.54730
- retrieved At
- 2026-11-02
- jadad
- status
- not-applicable
- score
- Not recorded
- condition Evidence
- None recorded
- conditions
- None recorded
- topic Trust Scores
3
- full Text
- status
- not-indexed
- retrieval Available
- false