Morris Tim T, Dorling Danny, Davies Neil M, Davey Smith George
MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, UK.
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
NPJ Sci Learn. 2021 Jun 15;6(1):18. doi: 10.1038/s41539-021-00092-w.
Education is influenced by a broad range of factors but there has been limited research into the role that early school enjoyment plays in pupil's educational achievement. Here we used data from a UK cohort to answer three research questions. What is the association between early school enjoyment and later academic achievement? To what extent do family background factors underlie this association? Do sex differences in school enjoyment underlie sex differences in achievement? School enjoyment was self-reported in two questionnaires completed at age 6. We used multiple imputation to account for missing covariates in this study, giving an imputed sample size of 12,135. Children's school enjoyment at age 6 associated with sex and cognitive ability but not family socioeconomic background. For example, girls were twice as likely to report enjoying school than boys (OR: 1.97; 95% CI: 1.56, 2.48). School enjoyment strongly associated with later achievement in age 16 compulsory GCSE exams even after adjustment for socioeconomic background and cognitive ability; pupils who reported enjoying school scored on average 14.4 (95% CI: 6.9, 21.9) more points (equivalent to almost a 3-grade increase across all subjects) and were 29% more likely to obtain 5 + A*-C GCSE's including Maths and English (OR: 1.29; 95% CI: 0.99, 1.7) than those who did not enjoy school. These results highlight the importance of school enjoyment for educational achievement. As a potentially more modifiable factor than socioeconomic background, cognitive ability or sex, school enjoyment may represent a promising intervention target for improving educational outcomes.
教育受到广泛因素的影响,但对于早期学校乐趣在学生学业成就中所起的作用,相关研究一直有限。在此,我们使用了来自英国一个队列的数据来回答三个研究问题。早期学校乐趣与后期学业成就之间有何关联?家庭背景因素在多大程度上构成了这种关联的基础?学校乐趣方面的性别差异是否构成了成绩方面的性别差异的基础?学校乐趣是通过在6岁时完成的两份问卷中的自我报告来衡量的。在本研究中,我们使用多重插补法来处理协变量缺失的问题,得到的插补样本量为12,135。6岁儿童的学校乐趣与性别和认知能力相关,但与家庭社会经济背景无关。例如,女孩报告喜欢学校的可能性是男孩的两倍(比值比:1.97;95%置信区间:1.56, 2.48)。即使在对社会经济背景和认知能力进行调整之后,学校乐趣与16岁时的义务教育普通中等教育证书(GCSE)考试的后期成绩仍有很强的关联;报告喜欢学校的学生平均得分高出14.4分(95%置信区间:6.9, 21.9)(相当于所有科目几乎提高了3个等级),并且获得包括数学和英语在内的5个及以上A*-C等级GCSE证书的可能性比不喜欢学校的学生高29%(比值比:1.29;95%置信区间:0.99, 1.7)。这些结果凸显了学校乐趣对学业成就的重要性。作为一个比社会经济背景、认知能力或性别更具潜在可改变性的因素,学校乐趣可能是改善教育成果的一个有前景的干预目标。