Martins-Silva Thais, Bauer Andreas, Matijasevich Alicia, Santos Iná, Barros Aluísio, Ekelund Ulf, Tovo-Rodrigues Luciana, Murray Joseph
Human Development and Violence Research Centre (DOVE) Federal University of Pelotas Pelotas Brazil.
Post-Graduate Program in Epidemiology Federal University of Pelotas Pelotas Brazil.
JCPP Adv. 2022 Oct 17;2(4):e12105. doi: 10.1002/jcv2.12105. eCollection 2022 Dec.
Educational difficulties are an important potential influence on both the onset and course of children's conduct problems. This study evaluated the association between school failure and children's conduct problems in Brazil, a context with high rates of both conditions, using both observational and genetic approaches.
Prospective, population-based, birth cohort study in Pelotas city, Brazil. Parents reported on conduct problems four times between ages 4-15 years, and group-based trajectory analysis was used to classify 3469 children into trajectories of childhood-limited, early-onset persistent, adolescence-onset, or low conduct problems. School failure was measured as having repeated a school grade up to age 11, and a polygenic risk score (PRS) predicting educational attainment was calculated. Multinomial adjusted regression models were used to estimate the association between school failure (observational measure and the PRS) and conduct problem trajectories. To consider possible variation in effects of school failure by social context, interactions were tested with family income and school environment (using both observational and PRS methods).
Children repeating a school grade had increased odds of being on to childhood-limited (OR: 1.57; 95% CI 1.21; 2.03), adolescence-onset (OR: 1.96; 95% CI 1.39; 2.75), or early-onset persistent trajectory (OR: 2.99; 95% CI 1.85; 4.83), compared to the low conduct problem trajectory. School failure also predicted increased risk for early-onset persistent problems versus the childhood-limited problems (OR: 1.91; 95% CI 1.17; 3.09). Using a genetic PRS approach, similar findings were observed. Associations varied according to the school environment: school failure had larger effects on children in better school environments.
School performance, whether measured in terms of repeating school grades or genetic susceptibility, was consistently associated with trajectories of child conduct problems into mid-adolescence. We also found a larger association for children in better school environments.
教育困难是对儿童行为问题的发生和发展过程的一个重要潜在影响因素。本研究在巴西这两种情况发生率都很高的背景下,采用观察法和遗传学方法评估了学业失败与儿童行为问题之间的关联。
在巴西佩洛塔斯市进行的一项基于人群的前瞻性出生队列研究。父母在孩子4至15岁期间报告了4次行为问题情况,并采用基于群体的轨迹分析将3469名儿童分为童年有限型、早发型持续性、青春期起病型或低行为问题轨迹类型。学业失败的衡量标准是在11岁之前有过留级情况,并计算了一个预测教育程度的多基因风险评分(PRS)。使用多项调整回归模型来估计学业失败(观察指标和PRS)与行为问题轨迹之间的关联。为了考虑社会背景中学业失败影响的可能差异,对家庭收入和学校环境(同时使用观察法和PRS方法)进行了交互作用检验。
与低行为问题轨迹的儿童相比,留级儿童进入童年有限型(比值比:1.57;95%置信区间1.21;2.03)、青春期起病型(比值比:1.96;95%置信区间1.39;2.75)或早发型持续性轨迹的几率增加(比值比:2.99;95%置信区间1.85;4.83)。学业失败还预示着与童年有限型问题相比,早发型持续性问题的风险增加(比值比:1.91;95%置信区间1.17;3.09)。使用遗传学PRS方法也观察到了类似的结果。关联因学校环境而异:学业失败对处于较好学校环境中的儿童影响更大。
学业成绩,无论是以留级还是遗传易感性来衡量,都与儿童行为问题发展到青春期中期的轨迹始终相关。我们还发现学业失败对处于较好学校环境中的儿童影响更大。