Zhou Yin, Puradiredja Dewi Ismajani, Abel Gary
The Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB2 0SR, UK.
Department of Population Health, London School of Hygiene and Tropical Medicine, London, UK.
J Public Health (Oxf). 2016 Jun;38(2):323-9. doi: 10.1093/pubmed/fdv029. Epub 2015 Mar 16.
Truancy has been linked to risky sexual behaviours in teenagers. However, no studies in England have examined the association between truancy and teenage pregnancy, and the use of truancy as a marker of teenagers at risk of pregnancy.
Using logistic regression, we investigated the association between truancy at age 15 and the likelihood of teenage pregnancy by age 19 among 3837 female teenagers who participated in the Longitudinal Study of Young People of England. We calculated the areas under the ROC curves of four models to determine how useful truancy would be as a marker of future teenage pregnancy.
Truancy showed a dose-response association with teenage pregnancy after adjusting for ethnicity, educational intentions at age 16, parental socioeconomic status and family composition ('several days at a time' versus 'none', odds ratio 3.48 95% confidence interval 1.90-6.36, P < 0.001). Inclusion of risk behaviours improved the accuracy of predictive models only marginally (area under the ROC curve 0.76 full model versus 0.71 sociodemographic characteristics only).
Truancy is independently associated with teenage pregnancy among English adolescent girls. However, the discriminatory powers of models were low, suggesting that interventions addressing the whole population, rather than targeting high-risk individuals, might be more effective in reducing teenage pregnancy rates.
逃学与青少年的危险性行为有关。然而,英国尚无研究探讨逃学与青少年怀孕之间的关联,以及将逃学作为青少年怀孕风险标志的情况。
我们运用逻辑回归分析,对参与英国青年纵向研究的3837名女性青少年中,15岁时的逃学情况与19岁时青少年怀孕可能性之间的关联进行了调查。我们计算了四个模型的ROC曲线下面积,以确定逃学作为未来青少年怀孕标志的有用程度。
在对种族、16岁时的教育意向、父母社会经济地位和家庭构成进行调整后,逃学与青少年怀孕呈现剂量反应关系(“一次逃学几天”与“从不逃学”相比,优势比3.48,95%置信区间1.90 - 6.36,P < 0.001)。纳入风险行为仅略微提高了预测模型的准确性(ROC曲线下面积,完整模型为0.76,仅社会人口学特征模型为0.71)。
在英国青春期女孩中,逃学与青少年怀孕独立相关。然而,模型的辨别能力较低,这表明针对全体人群而非针对高危个体的干预措施,可能在降低青少年怀孕率方面更有效。