School‐based Education Programmes for the Prevention of Child Sexual Abuse: A Systematic Review
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Bibliographic record
Abstract
This Campbell systematic review examines the effectiveness of school‐based education programmes for the prevention of child sexual abuse. The review summarises findings from 24 trials, conducted in the U.S., Canada, China, Germany, Taiwan and Turkey. Six metaanalyses are included assessing evidence of moderate quality. This study is an update to a previous review and covers publications up to September 2014. School‐based education programmes for the prevention of child sexual abuse are more effective than alternative programmes or no programme at all in strengthening children's knowledge about child sexual abuse prevention and their protective behaviours. Children retain the knowledge gained from programme participation, though no study has assessed retention over a period of longer than six months. No studies examined the retention of protective behaviours over time. Disclosures of previous and current occurrences of child sexual abuse increase for participants of school‐based education programmes. However, the evidence supporting this finding is weak and should be interpreted with caution. Abstract BACKGROUND Child sexual abuse is a significant global problem in both magnitude and sequelae. The most widely used primary prevention strategy has been the provision of school‐based education programmes. Although programmes have been taught in schools since the 1980s, their effectiveness requires ongoing scrutiny. OBJECTIVES To systematically assess evidence of the effectiveness of school‐based education programmes for the prevention of child sexual abuse. Specifically, to assess whether: programmes are effective in improving students' protective behaviours and knowledge about sexual abuse prevention; behaviours and skills are retained over time; and participation results in disclosures of sexual abuse, produces harms, or both. SEARCH METHODS In September 2014, we searched CENTRAL, Ovid MEDLINE, EMBASE and 11 other databases. We also searched two trials registers and screened the reference lists of previous reviews for additional trials. SELECTION CRITERIA We selected randomised controlled trials (RCTs), cluster‐RCTs, and quasi‐RCTs of school‐based education interventions for the prevention of child sexual abuse compared with another intervention or no intervention. DATA COLLECTION AND ANALYSIS Two review authors independently assessed the eligibility of trials for inclusion, extracted data, and assessed risk of bias. We summarised data for six outcomes: protective behaviours; knowledge of sexual abuse or sexual abuse prevention concepts; retention of protective behaviours over time; retention of knowledge over time; harm; and disclosures of sexual abuse. MAIN RESULTS This is an update of a Cochrane Review that included 15 trials (up to August 2006). We identified 10 additional trials for the period to September 2014. We excluded one trial from the original review. Therefore, this update includes a total of 24 trials (5802 participants). We conducted several meta‐analyses. More than half of the trials in each meta‐analysis contained unit of analysis errors. Meta‐analysis of two trials (n = 102) evaluating protective behaviours favoured intervention (odds ratio (OR) 5.71, 95% confidence interval (CI) 1.98 to 16.51), with borderline low to moderate heterogeneity (Chi 2 = 1.37, df = 1, P value = 0.24, I 2 = 27%, Tau 2 = 0.16). The results did not change when we made adjustments using intraclass correlation coefficients (ICCs) to correct errors made in studies where data were analysed without accounting for the clustering of students in classes or schools. Meta‐analysis of 18 trials (n = 4657) evaluating questionnaire‐based knowledge favoured intervention (standardised mean difference (SMD) 0.61, 95% CI 0.45 to 0.78), but there was substantial heterogeneity (Chi 2 = 104.76, df = 17, P value < 0.00001, I 2 = 84%, #Tau 2 = 0.10). The results did not change when adjusted for clustering (ICC: 0.1 SMD 0.66, 95% CI 0.51 to 0.81; ICC: 0.2 SMD 0.63, 95% CI 0.50 to 0.77). Meta‐analysis of 11 trials (n =1688) evaluating vignette‐based knowledge favoured intervention (SMD 0.45, 95% CI 0.24 to 0.65), but there was substantial heterogeneity (Chi 2 = 34.25, df = 10, P value < 0.0002, I 2 = 71%, Tau 2 = 0.08). The results did not change when adjusted for clustering (ICC: 0.1 SMD 0.53, 95% CI 0.32 to 0.74; ICC: 0.2 SMD 0.60, 95% CI 0.31 to 0.89). We included four trials in the meta‐analysis for retention of knowledge over time. The effect of intervention seemed to persist beyond the immediate assessment (SMD 0.78, 95% CI 0.38 to 1.17; I 2 = 84%, Tau 2 = 0.13, P value = 0.0003; n = 956) to six months (SMD 0.69, 95% CI 0.51 to 0.87; I 2 = 25%; Tau 2 = 0.01, P value = 0.26; n = 929). The results did not change when adjustments were made using ICCs. We included three studies in the meta‐analysis for adverse effects (harm) manifesting as child anxiety or fear. The results showed no increase or decrease in anxiety or fear in intervention participants (SMD −0.08, 95% CI −0.22 to 0.07; n = 795) and there was no heterogeneity (I 2 = 0%, P value = 0.79; n=795). The results did not change when adjustments were made using ICCs. We included three studies (n = 1788) in the meta‐analysis for disclosure of previous or current sexual abuse. The results favoured intervention (OR 3.56, 95% CI 1.13 to 11.24), with no heterogeneity (I 2 = 0%, P value = 0.84). However, adjusting for the effect of clustering had the effect of widening the confidence intervals around the OR (ICC: 0.1 OR 3.04, 95% CI 0.75 to 12.33; ICC: 0.2 OR 2.95, 95% CI 0.69 to 12.61). Insufficient information was provided in the included studies to conduct planned subgroup analyses and there were insufficient studies to conduct meaningful analyses. The quality of evidence for all outcomes included in the meta‐analyses was moderate owing to unclear risk of selection bias across most studies, high or unclear risk of detection bias across over half of included studies, and high or unclear risk of attrition bias across most studies. The results should be interpreted cautiously. AUTHORS' CONCLUSIONS The studies included in this review show evidence of im
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.013 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.013 | 0.003 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.002 |
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 it