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Record W2156726628 · doi:10.1136/ebmh.8.2.44

Review: self-help interventions improve anxiety and mood disorders

2005· letter· en· W2156726628 on OpenAlexaff
Geoffrey Nelson

Bibliographic record

VenueEvidence-Based Mental Health · 2005
Typeletter
Languageen
FieldPsychology
TopicDigital Mental Health Interventions
Canadian institutionsWilfrid Laurier University
Fundersnot available
KeywordsWeb of scienceMoodMeta-analysisMedicineAnxietyCochrane LibraryBibliotherapyRandomized controlled trialClinical psychologyPsychological interventionPsychiatryPsychologyInternal medicine

Abstract

fetched live from OpenAlex

den Boer PCAM, Wiersnia D, van den Bosch RJ. Why is self-help neglected in the treatment of emotional disorders? A meta-analysis. Psychol Med 2004;34:959–71.[OpenUrl][1][CrossRef][2][PubMed][3][Web of Science][4] Q How effective are self-help interventions for people with clinically significant emotional disorders? ### ![Graphic][5]</img>Design: Systematic review. ### ![Graphic][6]</img>Data sources: MEDLINE, PsychINFO, and the Cochrane Library searched (1990–2000). Earlier studies (1970s to 1990) identified using previously published meta-analyses of self-help strategies. ### ![Graphic][7]</img>Study selection and analysis: Randomised controlled trials (RCTs) comparing self-help (bibliotherapy or self-help group) with placebo, waiting list, or treatment as usual in people with clinically significant emotional disorders were eligible for inclusion. Only studies using symptom measures or structured clinical interviews (DSM or ICD criteria) to identify participants were included. The Delphi criteria list was used to assess study quality. Excluded were: trials in people with mild emotional disorders not affecting wide areas of social functioning, trials in children or adolescents only. Meta-analysis was conducted using META version 5.3. A mean effect size was calculated for studies assessing multiple outcomes. Tests for heterogeneity and sensitivity analyses were carried out. ### ![Graphic][8]</img>Outcomes: Effect size (Cohen’s d ) difference … [1]: {openurl}?query=rft.jtitle%253DPsychological%2Bmedicine%26rft.stitle%253DPsychol%2BMed%26rft.aulast%253Dden%2BBoer%26rft.auinit1%253DP.%2BC.%26rft.volume%253D34%26rft.issue%253D6%26rft.spage%253D959%26rft.epage%253D971%26rft.atitle%253DWhy%2Bis%2Bself-help%2Bneglected%2Bin%2Bthe%2Btreatment%2Bof%2Bemotional%2Bdisorders%253F%2BA%2Bmeta-analysis.%26rft_id%253Dinfo%253Adoi%252F10.1017%252FS003329170300179X%26rft_id%253Dinfo%253Apmid%252F15554567%26rft.genre%253Darticle%26rft_val_fmt%253Dinfo%253Aofi%252Ffmt%253Akev%253Amtx%253Ajournal%26ctx_ver%253DZ39.88-2004%26url_ver%253DZ39.88-2004%26url_ctx_fmt%253Dinfo%253Aofi%252Ffmt%253Akev%253Amtx%253Actx [2]: /lookup/external-ref?access_num=10.1017/S003329170300179X&link_type=DOI [3]: /lookup/external-ref?access_num=15554567&link_type=MED&atom=%2Febmental%2F8%2F2%2F44.atom [4]: /lookup/external-ref?access_num=000224104300001&link_type=ISI [5]: /embed/inline-graphic-1.gif [6]: /embed/inline-graphic-2.gif [7]: /embed/inline-graphic-3.gif [8]: /embed/inline-graphic-4.gif

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.147
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.051
GPT teacher head0.403
Teacher spread0.352 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations6
Published2005
Admission routes1
Has abstractyes

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