The Efficacy of Nutritional Interventions in Reducing Childhood/Youth Aggressive and Antisocial Behavior: A Mixed‐Methods Systematic Review and Meta‐Analysis
Notice bibliographique
Résumé
ABSTRACT Aggressive/antisocial behaviors in children and youth may result in impairments in family, social, or academic functioning and lead to long‐term negative consequences for both the individual and society as a whole. The potential of healthy diet and nutritional supplements to reduce aggression and antisocial behavior is an active area of study in nutritional mental health sciences. The goal of this systematic review is to (1) investigate the effectiveness/efficacy of nutritional interventions (dietary manipulation, fortification or supplementation) in reducing excessive aggression, antisocial behaviors, and criminal offending in children/youth (systematic review and meta‐analysis); and (2) provide an overview of implementation barriers and facilitators regarding nutritional interventions in children/youth (qualitative/narrative synthesis). After consulting the Campbell Collaboration's methodological guidelines, a comprehensive search for published and unpublished papers on controlled intervention studies was performed (up to February 26, 2024) using both electronic databases (MEDLINE, Embase, Cochrane Library, APA PsycInfo, Scopus, and the Allied and Complementary Medicine Database) and other resources (e.g., Google Scholar, reference list of included studies and other reviews, websites of public health agencies). This study focuses on children and youth (up to the age of 24) presenting with an above‐average level of aggression/antisocial behavior. In terms of the intervention, we considered both dietary manipulation and nutritional supplementation with a duration long enough (minimum of 1 week) that a significant change in the individual's nutritional status could be expected. We included studies with a controlled design if, for outcomes, they reported on (1) behavioral‐level violence/aggression toward others in real‐life (non‐simulated) settings, (2) antisocial behaviors, or (3) criminal offending. Initial screening, checking for eligibility criteria, data extraction from, and risk of bias assessment for each eligible study were conducted independently by two reviewers. To perform the meta‐analysis, data from each original report were standardized (transformed into Hedges' g ) so that results across studies could be meaningfully combined and interpreted. Data conversions, computation of pooled effect sizes, and estimation of publication bias were conducted using the Comprehensive Meta‐analysis software (Version 4). Altogether, 51 reports (describing 50 individual studies) met our inclusion criteria, and 72 effect sizes were extracted from these reports. Nutritional interventions with a broad target (e.g., broad‐spectrum micronutrient supplementation or general improvement in diet quality) had the most consistent and largest intervention benefit across all outcomes (aggression: k = 7, N = 797, g = −0.31, 95% CI = −0.50 to −0.12, p = 0.001; antisocial behavior: k = 13, N = 2109, g = −0.49, 95% CI = −0.73 to −0.24, p < 0.001; criminal offending: k = 2, N = 117, g = −1.25, 95% CI = −2.39 to −0.11, p = 0.031). These intervention benefits range from small (aggression) through medium (antisocial behavior) to large (offending), and for each outcome, dietary change was considerably more effective than supplementation. Eliminating studies with high risk of bias reduced the treatment benefit to close to zero regarding aggression and small in relation to antisocial behaviors. The most commonly studied narrow‐focused nutritional intervention was omega‐3 fatty acid supplementation with a small, beneficial effect and with less consistency in statistical reliability across outcomes (aggression: k = 9, N = 706, g = −0.33, 95% CI = −0.87 to 0.22, p = 0.240; antisocial behavior: k = 21, N = 2,081, g = −0.15, 95% CI = −0.26 to −0.03, p = 0.013). Eliminating studies with a high risk of bias did not change the small effect size related to aggression, but further reduced the negligibly small effect size regarding antisocial behavior. Pooled effect size for vitamin D supplementation showed small‐to‐moderate treatment benefit in terms of antisocial behaviors ( k = 4, N = 226, g = −0.48, 95% CI = −0.74 to −0.22, p < 0.001). Elimination of studies with a high risk of bias reduced the effect size from moderate to small. The overall number of and sample size in some of the studies limit our confidence in the validity of the above meta‐analytic results. Further, prediction intervals always included the possibility of no effect, suggesting considerable heterogeneity in the data. While there were several studies on other narrow‐focused nutritional interventions, these were not studied frequently enough to allow the generation of even preliminary meta‐analytic conclusions. A large set of barriers and facilitators to the implementation of nutritional interventions was also identified and narratively summarized. While the evidence on nutritional interventions to reduce aggression/antisocial behaviors is not conclusive, these interventions are safe (especially compared to psychotropic medications), easy‐to‐implement (especially nutritional supplements), and cheap (especially on the societal level). These characteristics make such interventions feasible and desirable, especially as their benefits are not aggression‐specific: good nutritional status is the basis for both physical and mental health in general; and therefore, investment in – especially broad‐spectrum – nutritional interventions seems warranted.
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Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,007 | 0,002 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,015 | 0,005 |
| Bibliométrie | 0,000 | 0,002 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,001 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».