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The impact of work-based versus school-based learning on cognitive and non-cognitive outcomes in vocational secondary education 以工作为基础与以学校为基础的学习对职业中等教育认知和非认知结果的影响
IF 1.8 3区 经济学 Q2 ECONOMICS Pub Date : 2025-06-05 DOI: 10.1016/j.econedurev.2025.102673
Ilse Tobback , Dieter Verhaest , Kristof De Witte
We investigate how work-based versus school-based learning impacts students’ cognitive (numeracy, literacy) and non-cognitive outcomes (student motivation, engagement, academic self-concept, well-being) in vocational secondary education. To this end, we exploit longitudinal test score and survey data on a cohort of Belgian pupils. We rely on school-field-of-study fixed effects, (non-)cognitive test scores in the preceding grades, and detailed background characteristics to remove the bias resulting from self-selection into educational programmes. Within the technical track aimed at preparing students both for the labour market and further education, we find the effects of substituting school-based for work-based learning on both cognitive and non-cognitive outcomes to be negative. Within the purely vocational track, by contrast, effects seem to be more mixed and to depend on the outcome and amount of workplace learning. These results are consistent with cognitive and non-cognitive outcomes being crucial mechanisms underlying the effects of work-based programmes on educational and labour market career outcomes.
我们调查了在职业中等教育中,以工作为基础的学习与以学校为基础的学习如何影响学生的认知(算术、识字)和非认知结果(学生动机、参与、学术自我概念、幸福感)。为此,我们利用纵向测试成绩和调查数据对一群比利时学生。我们依靠学校研究领域的固定效应、前一年级的(非)认知测试成绩和详细的背景特征来消除因自我选择进入教育计划而产生的偏见。在旨在为学生准备劳动力市场和继续教育的技术轨道中,我们发现以学校为基础的学习取代以工作为基础的学习对认知和非认知结果的影响都是负面的。相比之下,在纯粹的职业道路上,影响似乎更加复杂,取决于工作场所学习的结果和数量。这些结果与认知和非认知结果是基于工作的计划对教育和劳动力市场职业结果影响的关键机制相一致。
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引用次数: 0
Maternal education and early childhood outcomes in China 中国的母亲教育与幼儿结局
IF 1.8 3区 经济学 Q2 ECONOMICS Pub Date : 2025-06-03 DOI: 10.1016/j.econedurev.2025.102660
Xiaozhou Ding , Yaxiang Song
In this paper, we study how maternal education affects children’s early childhood health outcomes and the development of social and motor skills. We take advantage of the higher education expansion in China, which creates credible exogenous variation in access to colleges that improves mothers’ educational attainment, to examine these effects through an instrumental variable approach. Our results show that increases in years of schooling beyond the nine-year compulsory education level significantly improve children’s outcomes. Specifically, we find that more maternal education reduces the likelihood of low birth weight and accelerates the development of skills such as speaking, counting, and walking. We also conduct multiple hypothesis tests to confirm robustness, finding that the positive effects on child development remain significant. Mechanism analyses suggest that maternal schooling is associated with assortative marriage, rural–urban migration, delayed fertility, and potentially greater awareness of effective child care and investment strategies. This study provides new evidence on the intergenerational benefits of maternal education on a comprehensive set of child outcomes in an emerging economy and contributes to the literature by focusing on educational attainment beyond compulsory schooling.
在本文中,我们研究了母亲教育如何影响儿童早期健康结果以及社会和运动技能的发展。我们利用中国高等教育扩张的优势,通过工具变量方法来检验这些影响,中国高等教育扩张在提高母亲受教育程度的大学入学机会方面产生了可信的外生变化。我们的研究结果表明,在九年义务教育水平之后,受教育年限的增加显著改善了儿童的学业成绩。具体来说,我们发现更多的母亲教育减少了低出生体重的可能性,并加速了诸如说话、计数和走路等技能的发展。我们还进行了多个假设检验来确认稳健性,发现对儿童发展的积极影响仍然显著。机制分析表明,母亲受教育与选择性婚姻、城乡迁移、延迟生育以及对有效儿童保育和投资策略的潜在更高认识有关。本研究提供了新的证据,证明了在新兴经济体中,母亲教育对一系列综合性儿童成果的代际效益,并通过关注义务教育以外的受教育程度,对文献做出了贡献。
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引用次数: 0
Learning disruptions and academic outcomes 学习中断和学业成果
IF 1.8 3区 经济学 Q2 ECONOMICS Pub Date : 2025-06-01 DOI: 10.1016/j.econedurev.2025.102650
Rakesh Banerjee , Tushar Bharati
We examine the impact of school closures and the transition to online learning on the average learning outcomes of Australian children. Using longitudinal data on annual school-level performance in standardized assessments across five subjects and four grade levels, we analyse trends over 14 years (2008–2022, excluding 2020) for all Australian schools. Our analysis compares regions with varying levels of disruption to face-to-face teaching. Our findings indicate that COVID-related school closures led to a 0.17σ decline in standardized test scores (all-subject average). This decline occurs both in primary and secondary grades, affecting language and numeracy skills. The negative effects persist for at least three years after schools resumed in-person teaching. Heterogeneity analyses reveal that students from relatively advantaged background, who potentially made better use of the school inputs, suffered more. Additionally, we find (i) school closures reduced learning disparities among secondary school students attending the same school as well as across secondary schools in a region, (ii) schools with higher teacher–student ratios were better able to mitigate the negative effects of closures, and (iii) government income support helped alleviate the adverse impact of school closures on student learning.
我们研究了学校关闭和向在线学习过渡对澳大利亚儿童平均学习成果的影响。我们利用5个学科和4个年级标准化评估中年度学校水平表现的纵向数据,分析了所有澳大利亚学校14年来(2008-2022年,不包括2020年)的趋势。我们的分析比较了面对面教学受到不同程度干扰的地区。我们的研究结果表明,与covid相关的学校关闭导致标准化考试成绩(所有科目平均成绩)下降0.17σ。这种下降发生在小学和中学,影响语言和计算技能。在学校恢复面对面教学后,负面影响至少会持续三年。异质性分析显示,来自相对有利背景的学生,可能更好地利用学校的投入,遭受更多。此外,我们发现(i)学校关闭减少了同一所学校的中学生之间以及一个地区的中学之间的学习差异,(ii)师生比例较高的学校能够更好地减轻关闭的负面影响,以及(iii)政府收入支持有助于减轻学校关闭对学生学习的不利影响。
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引用次数: 0
Disruption to schooling: Evidence from the Mt. Merapi volcano eruption on Java Island, Indonesia 扰乱学校教育:来自印度尼西亚爪哇岛默拉皮火山喷发的证据
IF 1.8 3区 经济学 Q2 ECONOMICS Pub Date : 2025-05-26 DOI: 10.1016/j.econedurev.2025.102662
Elghafiky Bimardhika , Lolita Moorena
Volcanic eruptions occur frequently in Indonesia, especially on the densely populated island of Java; therefore, policies aimed at strengthening resilience in children’s education are important. We examined the causal impact of the 2010 Mt. Merapi eruption on children’s educational outcomes. Using the difference-in-difference (DiD) method, we found that the volcanic eruption reduced the likelihood of children being enrolled in school, and the negative impact worsened over time. The eruption increased the likelihood of children dropping out of school to work and reduced cognitive ability. The disruption operated through increased incidences of chronic illness, a higher number of children being forced into marriage, and an increased number of school closures in affected areas. Children from poor households were more likely to drop out of school. Enrollment rate, child labor, and early marriage did not differ between boys and girls, but boys experienced a larger cognitive score decline than girls.
火山爆发在印度尼西亚经常发生,特别是在人口稠密的爪哇岛;因此,旨在加强儿童教育韧性的政策非常重要。我们研究了2010年默拉皮火山喷发对儿童教育成果的因果影响。使用差分差分(DiD)方法,我们发现火山爆发降低了儿童入学的可能性,并且负面影响随着时间的推移而恶化。爆发增加了儿童辍学工作的可能性,并降低了认知能力。在受影响地区,慢性病发病率增加,被迫结婚的儿童人数增加,学校关闭的人数增加,造成了这种破坏。贫困家庭的孩子更有可能辍学。入学率、童工和早婚在男孩和女孩之间没有差异,但男孩的认知得分下降幅度大于女孩。
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引用次数: 0
Self-learning at the right level, COVID-19, school closure, and non-cognitive abilities 适当水平的自学、COVID-19、学校关闭和非认知能力
IF 1.8 3区 经济学 Q2 ECONOMICS Pub Date : 2025-05-19 DOI: 10.1016/j.econedurev.2025.102657
Minhaj Mahmud , Yasuyuki Sawada , Mai Seki , Kazuma Takakura
The COVID-19 pandemic and associated school closures exacerbated the global learning crisis, especially for children in developing countries. Teaching at the right level is gaining greater importance in the policy arena as a means to recover learning loss. This study forms part of an emerging body of work to examine the long-term effects of experimental educational interventions. In particular, we investigate the long-term effects of Kumon’s “self-learning at the right level” program, which was previously found to be effective in the short run in improving both the cognitive and non-cognitive abilities of disadvantaged students in Bangladesh. We revisit these students almost six years after the intervention followed by COVID-19 school closures. The program’s impact on non-cognitive abilities seems to remain perceptible, whereas its effect on cognitive abilities might have been attenuated. This suggests that such individualized self-learning interventions can effectively sustain students’ non-cognitive abilities amid academic disruptions.
COVID-19大流行和相关的学校关闭加剧了全球学习危机,特别是对发展中国家的儿童而言。作为弥补学习损失的一种手段,适当水平的教学在政策领域越来越重要。这项研究是检验实验性教育干预的长期影响的新兴工作的一部分。特别是,我们调查了Kumon的“适当水平的自学”计划的长期影响,该计划在短期内被发现在提高孟加拉国弱势学生的认知和非认知能力方面都是有效的。在2019冠状病毒病学校关闭后进行干预近六年后,我们重新审视了这些学生。该程序对非认知能力的影响似乎仍然可以察觉,而对认知能力的影响可能已经减弱。这表明这种个性化的自我学习干预可以有效地维持学生在学业中断中的非认知能力。
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引用次数: 0
The demand for data analytical skills by gender: Evidence from a field experiment 性别对数据分析技能的需求:来自实地实验的证据
IF 1.8 3区 经济学 Q2 ECONOMICS Pub Date : 2025-05-17 DOI: 10.1016/j.econedurev.2025.102661
Menghan Shen , Xiangrui Zheng , Tong Wang , Xiaoyang Ye
This paper examines the return to advanced data analysis skills among job applicants from economics undergraduate programs employing a resume audit experiment. We randomly assigned fictitious resumes with three levels of data analysis skills (basic, medium, and strong) and submitted them to online job postings. Resumes with basic data analysis skills indicated proficiency in Excel. Resumes with medium data analysis skills demonstrated proficiency in Stata and SPSS, while resumes with strong data analysis skills indicated proficiency in Python and SQL, in addition to Stata and SPSS. Compared to resumes with basic skills, those with medium and strong skills received callback rates that were 2.5 and 2.8 percentage points higher, representing increases of 19.2 % and 21.5 %, respectively. For female applicants, resumes with medium and strong skills received callback rates that were 3.4 and 5.1 percentage points higher, corresponding to increases of 29.8 % and 44.7 %, respectively. These differences in callback rates were statistically significantly different from zero for both the overall sample and female applicants. On the other hand, no statistically significant effect was observed for male applicants. Interview evidence suggests that employers demand data analysis skills as tangible skills, rather than merely considering them as signals of ability. This finding is consistent with human capital theory, as opposed to signaling theory. Moreover, we find evidence of gender discrimination among applicants with basic data analysis skills, where women received statistically significantly lower callback rate than men. However, for resumes indicating advanced data analysis skills, no significant gender differences emerged, suggesting statistical discrimination.
本文采用简历审计实验,考察了经济学本科毕业生求职者对高级数据分析技能的回归。我们随机分配了具有三个数据分析技能水平(基本、中等和强)的虚构简历,并将其提交到在线招聘广告中。具有基本数据分析技能的简历表明熟练使用Excel。具有中等数据分析能力的简历表明熟练掌握Stata和SPSS,而具有较强数据分析能力的简历表明除了Stata和SPSS之外,还熟练掌握Python和SQL。与具有基本技能的简历相比,具有中等技能和较强技能的简历收到的回调率分别高出2.5和2.8个百分点,分别增长了19.2%和21.5%。对于女性申请者而言,技能中等和较强的简历的回调率分别高出3.4和5.1个百分点,分别为29.8%和44.7%。这些回调率的差异在总体样本和女性申请者中都有统计学上的显著差异。另一方面,对男性申请者没有统计学上的显著影响。面试证据表明,雇主需要数据分析技能作为有形技能,而不仅仅是将其视为能力的标志。这一发现与人力资本理论相一致,而不是信号理论。此外,我们发现在具有基本数据分析技能的申请人中存在性别歧视的证据,其中女性的回调率在统计上显著低于男性。然而,对于显示高级数据分析技能的简历,没有出现显著的性别差异,这表明了统计上的歧视。
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引用次数: 0
The effect of compulsory education on non-cognitive skills: Evidence from low- and middle-income countries 义务教育对非认知技能的影响:来自中低收入国家的证据
IF 1.8 3区 经济学 Q2 ECONOMICS Pub Date : 2025-05-14 DOI: 10.1016/j.econedurev.2025.102654
Antonia K. Entorf , Thomas J. Dohmen
Personality traits, preferences, and attitudes significantly influence labor market outcomes, and these non-cognitive skills are shaped by the social environment. While curriculum interventions can impact these skills, the effect of compulsory education on non-cognitive skills is less well understood. This study investigates the impact of extending compulsory education by examining educational reforms in four low- and middle-income countries. Utilizing cross-sectional data from the World Bank’s 2012/2013 initiative, we analyze the within-country variation in compulsory education years. Our findings indicate that increased compulsory education decreases emotional stability, grit, hostile attribution bias, patience, and willingness to take risks, while enhancing openness to experience and alternative solution or consequential thinking.
人格特质、偏好和态度显著影响劳动力市场的结果,而这些非认知技能是由社会环境塑造的。虽然课程干预可以影响这些技能,但义务教育对非认知技能的影响尚不清楚。本研究通过对四个低收入和中等收入国家教育改革的考察,探讨了延长义务教育的影响。利用世界银行2012/2013年计划的横截面数据,我们分析了义务教育年限的国家内部差异。我们的研究结果表明,增加义务教育会降低情绪稳定性、毅力、敌意归因偏见、耐心和冒险意愿,同时增强对经验和替代解决方案或后果思考的开放性。
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引用次数: 0
Take HEART: Experimental evidence on enhanced advising and postsecondary progress 以HEART为例:关于加强咨询和高等教育进展的实验证据
IF 1.8 3区 经济学 Q2 ECONOMICS Pub Date : 2025-05-13 DOI: 10.1016/j.econedurev.2025.102652
Steven W. Hemelt , Brennan Mange , Samantha Raynor
Many students leave college after appreciable progress toward a degree. Growing curricular complexity, dwindling financial aid, and meager mid-college advising may contribute to late departure. In an experiment conducted with a public 4-year university, we study an enhanced advising intervention (HEART) that targets students at least halfway through college. HEART includes access to a trained advisor with a reduced caseload, easy-to-digest information on remaining financial aid and academic progress, and a modest grant structured as an incentive over two terms. On average, although HEART generated additional and longer meetings between students and advisors, in which they discussed a wider array of topics than their counterparts in the control group, we fail to detect an appreciable effect of HEART on college completion. However, we find suggestive evidence of different effects by gender, with HEART hastening college completion among male students, and perhaps encouraging female students to augment their program of study. We find limited evidence of beneficial effects on postsecondary outcomes for other pre-specified subgroups, including students grouped by baseline propensity to complete college in 5 years. These findings indicate that medium-touch, mid-college interventions may be insufficient to boost college completion, at least markedly, while also offering insights into differences by student gender in responses to advising-heavy interventions in college.
许多学生在取得明显的进步后就离开了大学。不断增加的课程复杂性、日益减少的经济援助以及大学中期咨询服务的匮乏,都可能导致他们推迟离校。在一所公立四年制大学进行的一项实验中,我们研究了一种针对至少大学过半的学生的强化建议干预(HEART)。HEART计划包括聘请训练有素的顾问,减少案件数量,提供关于剩余财政援助和学业进展的易于理解的信息,以及两学期的适度奖励。平均而言,尽管“心脏计划”在学生和导师之间产生了额外的、更长时间的会议,在这些会议中,他们讨论的话题比对照组的学生更广泛,但我们没有发现“心脏计划”对大学毕业有明显的影响。然而,我们发现不同性别的影响具有启发性的证据,心脏加速了男学生的大学学业,并可能鼓励女学生扩大他们的学习计划。我们发现对其他预先指定的亚组(包括按5年内完成大学学业的基线倾向分组的学生)的中学后结果有有益影响的证据有限。这些发现表明,中等程度的大学中期干预可能不足以提高大学毕业率,至少是显着的,同时也提供了学生对大学中大量咨询干预的反应的性别差异的见解。
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引用次数: 0
Choosing the right path: The effects of pursuing general versus vocational secondary education on dropout risk and youth inactivity 选择正确的道路:追求普通教育与职业中等教育对辍学风险和青少年缺乏运动的影响
IF 1.8 3区 经济学 Q2 ECONOMICS Pub Date : 2025-05-07 DOI: 10.1016/j.econedurev.2025.102655
Jonas Larsson Taghizadeh, Marcus Österman
This article presents evidence on how students’ risk of dropping out or becoming inactive (NEET) are affected by pursuing a general (academic) versus vocational upper secondary education. We use a regression discontinuity design exploiting the grade-based admission process in Sweden. The results suggest that, among those students who apply to both types of education, starting a general program is associated with a higher likelihood of not graduating on time and spending more time without employment and outside studies during early adulthood. Furthermore, students on general programs perform worse in tests for courses mandatory for graduation, compared to students on vocational programs. We also find an increased dropout risk among students starting general programs when running family fixed effects models on the population of upper secondary students.
这篇文章展示了学生辍学或变得不活跃(NEET)的风险是如何受到追求普通(学术)和职业高中教育的影响的。我们利用瑞典基于成绩的录取过程的回归不连续设计。结果表明,在那些同时申请两种教育类型的学生中,开始普通课程的学生更有可能不能按时毕业,并且在成年早期有更多的时间没有工作和课外学习。此外,与职业课程的学生相比,普通课程的学生在毕业必修课程的考试中表现更差。我们还发现,当对高中生群体运行家庭固定效应模型时,开始普通课程的学生退学风险增加。
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引用次数: 0
The impacts of climate change and air pollution on children’s education outcomes: Evidence from Vietnam 气候变化和空气污染对儿童教育成果的影响:来自越南的证据
IF 1.8 3区 经济学 Q2 ECONOMICS Pub Date : 2025-05-06 DOI: 10.1016/j.econedurev.2025.102656
Hai-Anh H. Dang , Minh N.N. Do , Cuong Viet Nguyen
Very few studies have examined the impacts of both climate change and air pollution on student education outcomes, particularly in a developing country setting. Analyzing a rich database consisting of household and school surveys, test scores, and temperature and air pollution data over the past decade for Viet Nam, we find that a 1 µg/m3 increase in PM2.5 concentration in the month preceding exams leads to 0.015 and 0.010 standard deviation decreases in math and reading scores, respectively. We also find some indicative evidence of stronger impacts of air pollution for younger, primary school students who reside in urban areas and in districts with higher temperatures. While we find some mixed effects of temperature, we do not find significant effects on students' test scores for temperature extremes and air pollution over the past 12 months. Our findings offer policy-relevant inputs for the country’s ongoing efforts to fight air pollution.
很少有研究调查了气候变化和空气污染对学生教育成果的影响,特别是在发展中国家。我们分析了一个丰富的数据库,包括越南过去十年的家庭和学校调查、考试成绩、温度和空气污染数据,发现考试前一个月PM2.5浓度每增加1微克/立方米,数学和阅读成绩分别下降0.015和0.010个标准差。我们还发现了一些指示性证据,表明空气污染对居住在城市地区和气温较高地区的小学生的影响更大。虽然我们发现了温度的一些混合影响,但在过去12个月里,我们没有发现极端温度和空气污染对学生的考试成绩有显著影响。我们的研究结果为该国正在进行的对抗空气污染的努力提供了与政策相关的投入。
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引用次数: 0
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Economics of Education Review
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