The Australian National University, Canberra, Australia.
Gradient Institute, Canberra, Australia.
Sci Rep. 2022 Feb 8;12(1):2134. doi: 10.1038/s41598-022-05780-0.
Young people worldwide face new challenges as climate change and complex family structures disrupt societies. These challenges impact on youth's subjective well-being, with evidence of decline across many countries. While the burden of negative well-being on productivity is widely examined amongst adults, its cost among youth remains understudied. The current research comprehensively investigates the relationship between youth subjective well-being and standardized academic test scores. We use highly controlled machine learning models on a moderately-sized high-school student sample (N ~ 3400), with a composite subjective well-being index (composed of depression, anxiety and positive affect), to show that students with greater well-being are more likely to have higher academic scores 7-8 months later (on Numeracy: β* = .033, p = .020). This effect emerges while also accounting for previous test scores and other confounding factors. Further analyses with each well-being measure, suggests that youth who experience greater depression have lower academic achievement (Numeracy: β* = - .045, p = .013; Reading: β* = - .033, p = .028). By quantifying the impact of youth well-being, and in particular of lowering depression, this research highlights its importance for the next generation's health and productivity.
全球年轻人面临着新的挑战,如气候变化和复杂的家庭结构破坏了社会。这些挑战影响了年轻人的主观幸福感,许多国家的证据表明幸福感呈下降趋势。虽然负面幸福感对成年人的生产力的负担得到了广泛的研究,但它对年轻人的成本仍研究不足。目前的研究全面调查了年轻人主观幸福感与标准化学术测试成绩之间的关系。我们在一个中等规模的高中生样本(N~3400)上使用高度控制的机器学习模型,使用综合主观幸福感指数(由抑郁、焦虑和积极情绪组成),表明幸福感更强的学生在 7-8 个月后更有可能获得更高的学术成绩(在算术上:β*=0.033,p=0.020)。这种效应在考虑到之前的测试成绩和其他混杂因素后仍然存在。对每个幸福感衡量标准的进一步分析表明,经历更多抑郁的年轻人的学业成绩较低(算术:β*=−0.045,p=0.013;阅读:β*=−0.033,p=0.028)。通过量化年轻人幸福感的影响,特别是降低抑郁的影响,这项研究强调了其对下一代健康和生产力的重要性。