Self‐control interventions for children under age 10 for improving self‐control and delinquency and problem behaviors
Bibliographic record
Abstract
The main objective of this Campbell systematic review is to assess the available research evidence on the effect of self-control improvement programs on self-control and delinquency and problem behaviors. In addition to investigating the overall effect of early selfcontrol improvement programs, this review will examine, to the extent possible, the context in which these programs may be most successful. This review includes 34 randomized controlled studies covering a total of 4,386 children, aged from to 10 years. Of these, 31 studies are from the USA, 2 are from Canada and 1 is from Israel. The review covers a time span of 33 years (1975–2008). The studies included in this systematic review indicate that self-control improvement programs are an effective intervention for improving self-control and reducing delinquency and problem behaviors, and that the effect of these programs appears to be rather robust across various weighting procedures, and across context, outcome source, and based on both published and unpublished data. Considering these results, future efforts should be made to examine the effectiveness of self-control improvement programs over time and across different segments of the life-course (e.g., midadolescence, young adulthood etc.), and conduct rigorous cost-benefit analysis on programs such as these. Executive Summary/Abstract BACKGROUND Self-control improvement programs are intended to serve many purposes, most notably improving self-control. Yet, interventions such as these often aim to reduce delinquency and problem behaviors. However, there is currently no summary statement available regarding whether or not these programs are effective in improving self-control and reducing delinquency and problem behaviors. OBJECTIVES The main objective of this review is to assess the available research evidence on the effect of self-control improvement programs on self-control and delinquency and problem behaviors. In addition to investigating the overall effect of early self-control improvement programs, this review will examine, to the extent possible, the context in which these programs may be most successful. SEARCH STRATEGY Several strategies were used to perform an exhaustive search for literature fitting the eligibility criteria: (1) A keyword search was conducted across a number of online abstract databases; (2) The reference lists of previous reviews of early childhood prevention/intervention programs in general and self-control improvement programs specifically were consulted; (3) Hand searches were carried out on leading journals in the field; (4) The publications of research and professional agencies were searched; and (5) Recognized scholars (experts) in various disciplines who were knowledgeable in the specific area of self-control improvement programs were contacted. SELECTION CRITERIA Studies that investigated the effect of early self-control improvement programs on improving self-control, and/or reducing delinquency and problem behaviors were included. Studies were only included if they had a randomized controlled evaluation design that provided post-test measures of self-control and/or delinquency and problem behaviors among experimental and control subjects. DATA COLLECTION AND ANALYSIS Narrative findings are reported for the 34 studies included in this review. A meta-analysis of all 34 of these studies was carried out. The means and standard deviations were predominantly used to measure the effect size. Results are reported for the unbiased effect sizes and the weighted effect sizes and, where possible, comparisons across outcome sources (parent-reports, teacher-reports, direct-observer reports, self-reports, and clinical reports). Bivariate and multivariate analyses (using Lipsey & Wilson's SPSS macros) are performed in an effort to determine potential moderators and predictors of the effect sizes, respectively. MAIN RESULTS The studies included in this systematic review indicate that self-control improvement programs are an effective intervention for improving self-control and reducing delinquency and problem behaviors, and that the effect of these programs appears to be rather robust across various weighting procedures, and across context, outcome source, and based on both published and unpublished data. AUTHORS' CONCLUSIONS We conclude that self-control improvement programs should continue to be used to improve self-control and reduce delinquency and behavior problems up to age 10, which is the age cutoff where Gottfredson and Hirschi argue that self-control becomes relatively fixed and no longer malleable. Considering these results, future efforts should be made to examine the effectiveness of self-control improvement programs over time and across different segments of the life-course (e.g., mid-adolescence, young adulthood etc.), and conduct rigorous cost-benefit analysis on programs such as these.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.038 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.006 |
| Bibliometrics | 0.006 | 0.004 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".