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Record W4379515540 · doi:10.31234/osf.io/gmceb

Insomnia and emotion dysregulation: a meta-analysis perspective focusing on the process and dispositional model of emotion regulation

2023· preprint· en· W4379515540 on OpenAlexaff
Fateme Samea, Nasrin Mortazavi, Gerion Michael Reimann, Amir Ebneabbasi, Mojtaba Zarei, Habibolah Khazaie, Andrea Goldstein‐Piekarski, Kai Spiegelhalder, Chiara Baglioni, Amir A. Sepehry, Masoud Tahmasian

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldPsychology
TopicSleep and related disorders
Canadian institutionsAdlerUniversity of British Columbia
Fundersnot available
KeywordsInsomniaPsychologyAssociation (psychology)Clinical psychologyMeta-analysisPsychiatryMedicinePsychotherapistInternal medicine

Abstract

fetched live from OpenAlex

Insomnia and emotion dysregulation (ED) are intricately related, yet their aggregate association across different domains of ED and the effect of moderating factors such as health status, age, and gender on their relationship remain unclear. This meta-analysis synthesized data from 57 studies, pooling 119 effect sizes from correlational and 55 from group comparison studies to explore the distinct associations between ED and both insomnia symptoms and disorder. The results revealed significant associations between insomnia symptoms and ED, primarily in individuals with serious health-related conditions (Fisher Zno-condition = 0.22, Fisher Zserious-conditions = 0.37, p < 0.00001). This association’s strength is influenced by specific domains of ED, such as impulse control and a higher use of maladaptive regulation strategies. Insomnia disorder was linked to greater ED problems regardless of health status (Hedges’ g = 0.99, p = 0.01). Reliance on maladaptive strategies and difficulties in dispositional domains of ED were closely linked to insomnia symptoms/disorder compared to the inability to use adaptive strategies. Age and gender did not impact the association in correlational or group comparison studies. These findings underscore a robust link between insomnia and ED, suggesting the integration of emotion regulation skills’ improvement in insomnia treatments to enhance therapeutic outcomes.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.028
metaresearch head score (Gemma)0.039
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: Methods · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.972
Threshold uncertainty score0.149

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0280.039
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0090.031
Bibliometrics0.0080.007
Science and technology studies0.0010.001
Scholarly communication0.0040.002
Open science0.0020.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.085
GPT teacher head0.343
Teacher spread0.258 · 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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designMeta-analysis
DomainMethods
GenreEmpirical

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

Citations0
Published2023
Admission routes1
Has abstractyes

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