Feasibility and effectiveness of a web-based positive psychology program for youth mental health: randomized controlled trial.
Manicavasagar V, Horswood D, Burckhardt R, Lum A, Hadzi-Pavlovic D, Parker G. · Journal of medical Internet research · 2014 · Randomized controlled trial report · double blinding not verified
Original publication · Original publication · Original publication · Original publication · Original publication
Recorded summary
Favourable findings concentrated in high-use subgroups; low-use participants did not show significant improvements.
Recorded limitations
Post-randomisation adherence groups and exclusion of noncompliers prevent causal dose-response claims; 34.5% not in final analysis, self-reported use.
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
- Randomized controlled trial report · double blinding not verified
- assessment
- category
- rct-masking-unclear
- is Randomized Controlled Trial
- true
- peer Reviewed
- true
- basis
- Randomised controlled trial with completer/adherence analyses
- masking Roles
- Participants' clinical focus/condition concealed; independent Excel blocks; analysts explicitly unmasked.
- sources
https://pubmed.ncbi.nlm.nih.gov/24901900/ · https://doi.org/10.2196/jmir.3176 · https://pmc.ncbi.nlm.nih.gov/articles/PMC4071231/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC4071231/fullTextXML · https://api.crossref.org/works/10.2196%2Fjmir.3176
- review Scope
- selected-methods
- trust Factor
- score
- 2
- display Crosses
- 2
- scope
- Paper
- status
- assessed
- rating Scale
- library-trust-factor/1-3
- randomized Controlled Trial
- true
- peer Reviewed
- true
- blinding
- not-confirmed
- masking Roles
- Participants' clinical focus/condition concealed; independent Excel blocks; analysts explicitly unmasked.
- basis
- Randomised controlled trial with completer/adherence analyses
- sources
https://pubmed.ncbi.nlm.nih.gov/24901900/ · https://doi.org/10.2196/jmir.3176 · https://pmc.ncbi.nlm.nih.gov/articles/PMC4071231/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC4071231/fullTextXML · https://api.crossref.org/works/10.2196%2Fjmir.3176
- 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
- unassessed
- score
- Not recorded
- evidence
- evidence Type
- Randomized controlled trial report · double blinding not verified
- intervention
- Six-week Bite Back positive-psychology website versus neutral entertainment sites
- provider
- Not separately established; clinician/teacher/app details, if known, are retained in the intervention description
- comparator
- See design/intervention description; otherwise unknown
- sample
- 235 randomised; 154 analysed after dropout and exclusion of 13 noncompliant intervention users
- population
- age
- 12–18; completer mean 15.4
- age Fit
- younger-overlap
- sample
- 235 randomised; 154 analysed after dropout and exclusion of 13 noncompliant intervention users
- setting
- Not separately established; see population/intervention description
- community
- Not assigned
- measurement
- Specific outcomes are reported in the finding and retained appraisal.
- trial Id
- biteback-community-trial
- trial Registries
ACTRN1261200057831
- registry Scope
- Identifiers explicitly reported in article abstract; other registrations remain unverified
- relationship Note
- Make content relevant and feasible to use; engagement association does not prove that prescribing more portal time causes benefit. Component evidence does not establish efficacy of the combined Universal Mind lab model.
- measured Genes
- None recorded
- pathways
- None recorded
- quality
- tier
- qualified
- 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
- Participants' clinical focus/condition concealed; independent Excel blocks; analysts explicitly unmasked.
- harms And Attrition
- Not systematically extracted beyond findings/limitations; absence of reporting is not evidence of no harm
- source Access
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- true
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- true
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- false
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- retrieved At
- 2026-11-02
Topics and recorded topic scores
- key
- language:black-dog-youth
- title
- Black Dog Institute · Youth research
- collection
- language
- trust Score
- 2
- 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
- youth-pmid-24901900
- doi
- 10.2196/jmir.3176
- pmid
- 24901900
- citation Snapshot
- count
- Not recorded
- source
- Not recorded
- retrieved At
- Not recorded
- status
- not-assessed
- citations By Collection
- language
- Not recorded
Complete approved library record
- lab Relevance
- relationship
- direct-response
- implication
- Make content relevant and feasible to use; engagement association does not prove that prescribing more portal time causes benefit.
- transfer Limit
- Component evidence does not establish efficacy of the combined Universal Mind lab model.
- institutions
Black Dog Institute
- institution Evidence
- institution
- Black Dog Institute
- basis
- Author affiliation in primary indexed metadata or publisher full text
- evidence
- Black Dog Institute, School of Psychiatry, UNSW Australia, Randwick, Australia. [author contact omitted].
- research Topics
Youth needs / digital / access
- publication Status
- pmid
- 24901900
- checked At
- 2026-11-02T01:32:40.542747+00:00
- pub Types
Research Support, Non-U.S. Gov't · research-article · Randomized Controlled Trial · 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
- biteback-community-trial
- 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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- r1-8811d6f884cc
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- retrieved At
- 2026-11-02
- study Family Id
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Youth needs / digital / access
- id
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- aliases
- None recorded
- title
- Feasibility and effectiveness of a web-based positive psychology program for youth mental health: randomized controlled trial.
- journal
- Journal of medical Internet research
- neurotransmitters
- None recorded
- year
- 2014
- authors
- Manicavasagar V, Horswood D, Burckhardt R, Lum A, Hadzi-Pavlovic D, Parker G.
- design
- Randomized controlled trial report · double blinding not verified
- kind
- Journal article
- identity Conflict
- Not recorded
- doi
- 10.2196/jmir.3176
- pmid
- 24901900
- urls
https://doi.org/10.2196/jmir.3176 · https://pubmed.ncbi.nlm.nih.gov/24901900/ · https://pmc.ncbi.nlm.nih.gov/articles/PMC4071231/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC4071231/fullTextXML · https://api.crossref.org/works/10.2196%2Fjmir.3176
- collections
language
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Clinical & self-report
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- None recorded
- priority
- 1
- quotes
- None recorded
- summary
- Favourable findings concentrated in high-use subgroups; low-use participants did not show significant improvements.
- limitation
- Post-randomisation adherence groups and exclusion of noncompliers prevent causal dose-response claims; 34.5% not in final analysis, self-reported use.
- citation Count
- Not recorded
- citation Snapshot
- count
- Not recorded
- source
- Not recorded
- retrieved At
- Not recorded
- status
- not-assessed
- study Design Assessment
- category
- rct-masking-unclear
- is Randomized Controlled Trial
- true
- peer Reviewed
- true
- basis
- Randomised controlled trial with completer/adherence analyses
- masking Roles
- Participants' clinical focus/condition concealed; independent Excel blocks; analysts explicitly unmasked.
- sources
https://pubmed.ncbi.nlm.nih.gov/24901900/ · https://doi.org/10.2196/jmir.3176 · https://pmc.ncbi.nlm.nih.gov/articles/PMC4071231/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC4071231/fullTextXML · https://api.crossref.org/works/10.2196%2Fjmir.3176
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- randomized Controlled Trial
- true
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- Participants' clinical focus/condition concealed; independent Excel blocks; analysts explicitly unmasked.
- basis
- Randomised controlled trial with completer/adherence analyses
- sources
https://pubmed.ncbi.nlm.nih.gov/24901900/ · https://doi.org/10.2196/jmir.3176 · https://pmc.ncbi.nlm.nih.gov/articles/PMC4071231/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC4071231/fullTextXML · https://api.crossref.org/works/10.2196%2Fjmir.3176
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- title
- Black Dog Institute · Youth research
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- trust Score
- 2
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- language:universal-mind-mobile-lab
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- aliases
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- title
- Feasibility and effectiveness of a web-based positive psychology program for youth mental health: randomized controlled trial.
- authors
- Manicavasagar V, Horswood D, Burckhardt R, Lum A, Hadzi-Pavlovic D, Parker G.
- year
- 2014
- journal
- Journal of medical Internet research
- doi
- 10.2196/jmir.3176
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https://doi.org/10.2196/jmir.3176 · https://pubmed.ncbi.nlm.nih.gov/24901900/ · https://pmc.ncbi.nlm.nih.gov/articles/PMC4071231/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC4071231/fullTextXML · https://api.crossref.org/works/10.2196%2Fjmir.3176
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Clinical & self-report
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- None recorded
- neurotransmitters
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adolescents · youth
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language
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adolescents · youth
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- https://pubmed.ncbi.nlm.nih.gov/24901900/
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- finding
- Favourable findings concentrated in high-use subgroups; low-use participants did not show significant improvements.
- summary
- Favourable findings concentrated in high-use subgroups; low-use participants did not show significant improvements.
- limitation
- Post-randomisation adherence groups and exclusion of noncompliers prevent causal dose-response claims; 34.5% not in final analysis, self-reported use.
- evidence
- evidence Type
- Randomized controlled trial report · double blinding not verified
- intervention
- Six-week Bite Back positive-psychology website versus neutral entertainment sites
- provider
- Not separately established; clinician/teacher/app details, if known, are retained in the intervention description
- comparator
- See design/intervention description; otherwise unknown
- sample
- 235 randomised; 154 analysed after dropout and exclusion of 13 noncompliant intervention users
- population
- age
- 12–18; completer mean 15.4
- age Fit
- younger-overlap
- sample
- 235 randomised; 154 analysed after dropout and exclusion of 13 noncompliant intervention users
- setting
- Not separately established; see population/intervention description
- community
- Not assigned
- measurement
- Specific outcomes are reported in the finding and retained appraisal.
- trial Id
- biteback-community-trial
- trial Registries
ACTRN1261200057831
- registry Scope
- Identifiers explicitly reported in article abstract; other registrations remain unverified
- relationship Note
- Make content relevant and feasible to use; engagement association does not prove that prescribing more portal time causes benefit. Component evidence does not establish efficacy of the combined Universal Mind lab model.
- measured Genes
- None recorded
- pathways
- None recorded
- quality
- tier
- qualified
- 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
- Participants' clinical focus/condition concealed; independent Excel blocks; analysts explicitly unmasked.
- harms And Attrition
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- sources
https://pubmed.ncbi.nlm.nih.gov/24901900/ · https://doi.org/10.2196/jmir.3176 · https://pmc.ncbi.nlm.nih.gov/articles/PMC4071231/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC4071231/fullTextXML · https://api.crossref.org/works/10.2196%2Fjmir.3176
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- approved At
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Youth needs / digital / access
- lab Relevance
- relationship
- direct-response
- implication
- Make content relevant and feasible to use; engagement association does not prove that prescribing more portal time causes benefit.
- transfer Limit
- Component evidence does not establish efficacy of the combined Universal Mind lab model.
- publication Status
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- 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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- Feasibility and effectiveness of a web-based positive psychology program for youth mental health: randomized controlled trial.
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- Manicavasagar V, Horswood D, Burckhardt R, Lum A, Hadzi-Pavlovic D, Parker G.
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- Journal of medical Internet research
- doi
- 10.2196/jmir.3176
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- age Fit
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- sample
- 235 randomised; 154 analysed after dropout and exclusion of 13 noncompliant intervention users
- setting
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- intervention
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- Six-week Bite Back positive-psychology website versus neutral entertainment sites
- provider
- Not separately established; clinician/teacher/app details, if known, are retained in the intervention description
- comparator
- See design/intervention description; otherwise unknown
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- Favourable findings concentrated in high-use subgroups; low-use participants did not show significant improvements.
- limitations
- Post-randomisation adherence groups and exclusion of noncompliers prevent causal dose-response claims; 34.5% not in final analysis, self-reported use.
- harms And Attrition
- Not systematically extracted beyond findings/limitations; absence of reporting is not evidence of no harm
- lab Relevance
- relationship
- direct-response
- implication
- Make content relevant and feasible to use; engagement association does not prove that prescribing more portal time causes benefit.
- transfer Limit
- Component evidence does not establish efficacy of the combined Universal Mind lab model.
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- normalized Europe PMC core metadata snapshot
- type
- publisher DOI
- url
- https://doi.org/10.2196/jmir.3176
- retrieved At
- 2026-11-02
- type
- PMC article
- url
- https://pmc.ncbi.nlm.nih.gov/articles/PMC4071231/
- retrieved At
- 2026-11-02
- access
- Full text cached
- type
- full-text-xml
- url
- https://www.ebi.ac.uk/europepmc/webservices/rest/PMC4071231/fullTextXML
- retrieved At
- 2026-11-02T00:58:32.989367+00:00
- sha256
- 5a38e1d0fb3e76e6c55df8bcbd9338128cf63150c542164bb5b9d99966bf5110
- type
- DOI-metadata
- url
- https://api.crossref.org/works/10.2196%2Fjmir.3176
- retrieved At
- 2026-11-02T00:58:34.035146+00:00
- sha256
- 11b1574dadf27a8a7c5c7536b4815190591f8bd5fbaeb7b019c859ed1750ea03
- publication Status
- pmid
- 24901900
- checked At
- 2026-11-02T01:32:40.542747+00:00
- pub Types
Research Support, Non-U.S. Gov't · research-article · Randomized Controlled Trial · 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
- qualified
- 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
- 8811d6f884ccc7d4f2b14023581e62ae84cffbce75aa409f295a81c21b70f1a4
- revision
- r1-8811d6f884cc
- 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
- Randomized controlled trial report · double blinding not verified
- intervention
- Six-week Bite Back positive-psychology website versus neutral entertainment sites
- provider
- Not separately established; clinician/teacher/app details, if known, are retained in the intervention description
- comparator
- See design/intervention description; otherwise unknown
- sample
- 235 randomised; 154 analysed after dropout and exclusion of 13 noncompliant intervention users
- population
- age
- 12–18; completer mean 15.4
- age Fit
- younger-overlap
- sample
- 235 randomised; 154 analysed after dropout and exclusion of 13 noncompliant intervention users
- setting
- Not separately established; see population/intervention description
- community
- Not assigned
- measurement
- Specific outcomes are reported in the finding and retained appraisal.
- trial Id
- biteback-community-trial
- trial Registries
ACTRN1261200057831
- registry Scope
- Identifiers explicitly reported in article abstract; other registrations remain unverified
- relationship Note
- Make content relevant and feasible to use; engagement association does not prove that prescribing more portal time causes benefit. Component evidence does not establish efficacy of the combined Universal Mind lab model.
- measured Genes
- None recorded
- pathways
- None recorded
- quality
- tier
- qualified
- 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
- Participants' clinical focus/condition concealed; independent Excel blocks; analysts explicitly unmasked.
- 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/24901900/ · https://doi.org/10.2196/jmir.3176 · https://pmc.ncbi.nlm.nih.gov/articles/PMC4071231/ · https://www.ebi.ac.uk/europepmc/webservices/rest/PMC4071231/fullTextXML · https://api.crossref.org/works/10.2196%2Fjmir.3176
- retrieved At
- 2026-11-02
- jadad
- status
- unassessed
- score
- Not recorded
- condition Evidence
- None recorded
- conditions
- None recorded
- topic Trust Scores
2 · 3
- full Text
- status
- not-indexed
- retrieval Available
- false