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GVC participation and environmental pollution in China's manufacturing industry 全球价值链参与与中国制造业环境污染
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-10-19 DOI: 10.1111/asej.12359
Jingbu Wang, Yun Bai, Keunyeob Oh

This paper empirically investigates the impact of global value chain (GVC) participation on environmental pollution using data from China's manufacturing sector. A new Environmental Performance Index (EPI) is introduced as a proxy for assessing changes in environmental pollution. The key findings are as follows: Firstly, although total factor productivity (TFP) in China's manufacturing sector has not shown recent improvement, green total factor productivity (GTFP) has increased. This finding suggests an improvement in environmental quality. Secondly, an increase in the degree of GVC participation is associated with greater environmental pollution. Thirdly, an increase in the GVC position index across all industries in China contributes to a reduction in environmental pollution, suggesting that as production moves upstream, environmental quality tends to improve. Fourthly, however, in the case of energy-intensive industries, this reduction in environmental pollution was not evident. These findings highlight the importance of directing governmental policies toward promoting forward GVC participation rather than backward participation, particularly for reducing environmental pollution. However, it is crucial to note that for energy-intensive industries, shifts in GVC position toward the upstream may not necessarily result in environmental improvements.

本文利用中国制造业的数据,实证研究了全球价值链参与对环境污染的影响。引入新的环境表现指数,作为评估环境污染变化的指标。主要发现如下:第一,尽管中国制造业的全要素生产率(TFP)近期没有改善,但绿色全要素生产率(GTFP)有所提高。这一发现表明环境质量有所改善。其次,全球价值链参与程度的提高与更大的环境污染有关。第三,中国各行业的全球价值链地位指数的上升有助于环境污染的减少,这表明随着生产的上游,环境质量趋于改善。第四,然而,在能源密集型工业的情况下,环境污染的减少并不明显。这些发现强调了引导政府政策促进全球价值链向前参与而不是向后参与的重要性,特别是在减少环境污染方面。然而,值得注意的是,对于能源密集型产业来说,全球价值链向上游的转移不一定会带来环境的改善。
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引用次数: 0
Class size and school gender composition 班级规模和学校性别构成
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-10-12 DOI: 10.1111/asej.12357
Jiyeong Lee

This study examines the effect of class size on the academic achievement of ninth-grade students, using random variation in enrollment as an instrument for class size. I find a substantial improvement in reading test scores after a reduction in class size. These favorable effects are especially strong for students in coeducational schools and for boys. Distributional analysis shows a beneficial effect on reading across all percentiles and on mathematics and English in the lower and middle percentiles. I find that reducing class sizes increases counseling sessions and reduces incidents of school violence, resulting in beneficial effects on academic performance. These findings indicate that the beneficial effect can be attributed to the improved teacher–student relationship and the peer-to-peer relationship. These results suggest that the effect of class size reduction depends on the classroom environment.

本研究探讨班级规模对九年级学生学业成绩的影响,采用随机招生变化作为班级规模的工具。我发现在班级规模缩小后,阅读测试成绩有了实质性的提高。这些有利的影响对男女同校的学生和男孩来说尤其明显。分布分析显示,这对所有百分位数的阅读以及中低百分位数的数学和英语都有有益的影响。我发现,减少班级规模增加了咨询次数,减少了校园暴力事件,对学习成绩产生了有益的影响。这些发现表明,这种有益效果可归因于师生关系和同伴关系的改善。这些结果表明,班级规模缩小的效果取决于课堂环境。
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引用次数: 0
Robots and gender inequality: Evidence from Chinese firms 机器人与性别不平等:来自中国企业的证据
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-10-09 DOI: 10.1111/asej.12355
Xiaoxia Wang, Lei Li, Gang Xu

The recent advances in robotics technologies and increased adoption of industrial robots have brought about tremendous changes to the production processes and labor market, thus raising the question of how women fared relative to men in this process. In this paper, we study the impacts of robot adoption on gender inequality. Using data on robot imports of Chinese industrial firms, we find that the use of robots significantly increases the relative share of female employees and thus reduces the gender employment gap. We then examine the heterogeneous impacts across industries and regions and find stronger positive effects of robots on women's employment in labor-intensive industries, low- and medium-tech sectors, male-intensive industries, and regions with lower female educational attainment. Further empirical analysis suggests that the use of robots significantly reduces the gender pay gap for low-skilled workers, but not for higher-skilled workers. Our findings are consistent with the fact that robots mainly substitute for brawn skills in which men have a comparative advantage. Overall, our study highlights the importance of robots and other automation technologies in boosting women's employment and reducing gender inequality in the labor market.

最近机器人技术的进步和越来越多的工业机器人的采用给生产过程和劳动力市场带来了巨大的变化,从而提出了一个问题,即在这个过程中女性相对于男性的表现如何。在本文中,我们研究了机器人的采用对性别不平等的影响。利用中国工业企业的机器人进口数据,我们发现机器人的使用显著增加了女性员工的相对份额,从而缩小了性别就业差距。研究发现,在劳动密集型产业、中低技术产业、男性密集型产业和女性受教育程度较低的地区,机器人对女性就业的积极影响更强。进一步的实证分析表明,机器人的使用显著减少了低技能工人的性别工资差距,但对高技能工人没有影响。我们的发现与机器人主要替代男性具有相对优势的体力技能这一事实是一致的。总的来说,我们的研究强调了机器人和其他自动化技术在促进女性就业和减少劳动力市场性别不平等方面的重要性。
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引用次数: 0
Analyzing household income mobility in South Korea using high-order Markov chains 利用高阶马尔可夫链分析韩国家庭收入流动性
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-10-09 DOI: 10.1111/asej.12358
Wonjae Lee, Bongkyoo Yoon

This study examines household income mobility in South Korea during two distinct periods (2011–2014 and 2014–2017), employing a second-order Markov chain model that incorporates novel analytical approaches, including Markovity tests, Class Mobility Delta (CMD), and phase-type distribution analyses. We find that income transitions depend significantly on income classes of the preceding 2 years rather than just 1 year. Our CMD analysis shows that income classes exhibited statistically significant divergence during 2014–2017, characterized by bipolarization with expansion at both the top (Q7) and contraction in the middle (Q4). Furthermore, phase-type analyses reveal statistically significant reductions in the expected absorbing time for lower-income groups transitioning to middle and upper classes, suggesting enhanced upward mobility during 2014–2017. These results underscore the importance of long-term policy approaches that address deeper structural dynamics influencing household income mobility.

本研究考察了韩国两个不同时期(2011-2014年和2014-2017年)的家庭收入流动性,采用了二阶马尔可夫链模型,该模型结合了新颖的分析方法,包括马尔可夫性检验、阶级流动性Delta (CMD)和阶段类型分布分析。我们发现,收入的转变在很大程度上取决于前两年的收入阶层,而不仅仅是前一年。我们的CMD分析显示,2014-2017年期间,收入阶层呈现出统计学上显著的分化,表现为两极分化,即高收入阶层(第七季度)扩张,中等收入阶层(第四季度)收缩。此外,阶段型分析显示,低收入群体向中上阶层过渡的预期吸收时间在统计上显著减少,表明2014-2017年期间向上流动增强。这些结果强调了解决影响家庭收入流动性的深层次结构性动力的长期政策方法的重要性。
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引用次数: 0
Effects of decentralization on local economic growth in China 分权对中国地方经济增长的影响
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-10-08 DOI: 10.1111/asej.12356
Haizhen Jin

This study examines the distinct economic effects of administrative and fiscal decentralization, explores their interrelationship, and investigates the underlying mechanisms. Using China's county-level decentralization reforms, the analysis shows that administrative decentralization promotes economic growth, particularly by advancing the secondary industry through reduced business costs and enhanced firm profitability. In contrast, fiscal decentralization, while driving local governments to raise firm debt and tax burdens, does not significantly boost economic growth on its own. Nevertheless, the two forms of decentralization are found to be complementary: when implemented jointly, they support industrial upgrading through more efficient resource allocation and help reduce regional growth disparities. Finally, in combination with a provincial analysis, this study suggests that an effective decentralization strategy involves simultaneously delegating both fiscal and administrative powers to the lowest levels of government.

本文考察了行政分权和财政分权的不同经济效应,探讨了它们之间的相互关系,并探讨了潜在的机制。以中国县级分权改革为例,分析表明行政分权促进了经济增长,特别是通过降低企业成本和提高企业盈利能力来促进第二产业的发展。相比之下,财政分权虽然会促使地方政府增加企业债务和税收负担,但其本身并不能显著促进经济增长。然而,这两种形式的权力下放被发现是互补的:当它们共同实施时,它们通过更有效的资源配置支持产业升级,并有助于减少区域增长差距。最后,结合省级分析,本研究表明,有效的分权战略包括将财政和行政权力同时下放给最低一级政府。
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引用次数: 0
Correction to “The impact of electric vehicle adoption on regional energy market integration in China” 对“电动汽车普及对中国区域能源市场一体化的影响”的修正
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-10-05 DOI: 10.1111/asej.12360

Cheng, Q., Xiong, Y., & Liu, J. (2025). The impact of electric vehicle adoption on regional energy market integration in China. Asian Economic Journal, 39(2), 217-244. https://doi.org/10.1111/asej.12353

Affiliation 1 must be removed from the second author. The correct list of authors and their affiliations is as follows:

Qian Cheng1,2, Yongqing Xiong2, Jinghui Liu2

1Party School of the Guangdong Provincial Committee of CPC, Guangzhou, Guangdong, China

2Business School, Central South University, Changsha, Hunan, China

We apologize for this error.

程强,熊艳,刘军,等(2025)。电动汽车普及对中国区域能源市场一体化的影响。《经济研究》,39(2),217-244。https://doi.org/10.1111/asej.12353Affiliation 1必须从第二作者中删除。正确的作者名单及所属单位如下:程谦1,2,熊永清2,刘景辉21中国广东广州省委党校2中国湖南长沙中南大学商学院我们为这个错误道歉。
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引用次数: 0
Participation in global value chains and rent sharing at small firms in Vietnam 越南小企业参与全球价值链和租金分摊
IF 1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-06-01 DOI: 10.1111/asej.12348
Nobuaki Yamashita, Doan Thi Thanh Ha

It is well documented that firms that participate in global value chains (GVCs) are larger and more productive, maintaining higher profitability compared to those without such connections. This paper asks the novel question of whether higher profits being connected to GVCs are shared with employees in the form of better pay. We investigated this rent sharing, using a matched employer-employee dataset of Vietnamese small firms surveyed between 2011 and 2015. There is no evidence for the presence of rent sharing in GVC-participating firms. We take this as evidence that GVC firms provide both higher wages and insurance against wage shocks.

有充分的证据表明,参与全球价值链(GVCs)的企业规模更大,生产率更高,与没有这种联系的企业相比,它们保持着更高的盈利能力。本文提出了一个新颖的问题,即与全球价值链相关的更高利润是否会以更高的薪酬形式与员工分享。我们使用2011年至2015年间调查的越南小企业的匹配雇主-雇员数据集来调查这种租金分摊。没有证据表明参与全球价值链的企业存在租金分担。我们将此作为证据,证明全球价值链公司既提供更高的工资,也提供针对工资冲击的保险。
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引用次数: 0
Exploring the use of satellite imagery and computer vision-based machine learning method to improve the spatial granularity of poverty statistics 探索利用卫星图像和基于计算机视觉的机器学习方法提高贫困统计的空间粒度
IF 1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-05-28 DOI: 10.1111/asej.12349
Martin Hofer, Tomas Sako, Arturo Martinez Jr., Joseph Bulan, Mildred Addawe, Ron Lester Durante, Marymell Martillan

Spatially granular poverty statistics can enhance the efficiency of targeting resources to improve the living conditions of the poor. Previous studies suggest that the use of high-resolution satellite imagery may be an alternative approach in generating granular poverty maps. This study outlines the methods in improving the spatial granularity of government-published poverty estimates using convolutional neural networks and ridge regression applied on publicly available satellite imagery, household surveys, and census data from the Philippines and Thailand. A convolutional neural network (CNN) was used to extract features of satellite images that are correlated with the intensity of nightlights. These features were then aggregated at the same level for which government-published estimates were available to estimate a prediction model for poverty rates. Results suggest that the adopted methodology performed satisfactorily in predicting lower levels of nightlight intensity for the specific years considered in this study. Additional preliminary numerical assessment also reveals that prediction accuracy may be enhanced by using random forest as an alternative to ridge regression. The use of proprietary satellite images with higher resolution may also improve prediction accuracy.

空间粒度的贫困统计数据可以提高将资源用于改善穷人生活条件的效率。以前的研究表明,使用高分辨率卫星图像可能是生成细粒度贫困地图的另一种方法。本研究概述了利用卷积神经网络和山脊回归改进政府公布的贫困估算数据的空间粒度的方法,这些方法应用于公开的卫星图像、家庭调查和菲律宾和泰国的人口普查数据。利用卷积神经网络(CNN)提取与夜间灯光强度相关的卫星图像特征。然后将这些特征汇总在政府公布的估计数据可用来估计贫困率预测模型的同一水平上。结果表明,所采用的方法在预测本研究中考虑的特定年份的较低夜间光强度水平方面表现令人满意。另外,初步的数值评估还表明,使用随机森林代替岭回归可以提高预测精度。使用具有更高分辨率的专有卫星图像也可以提高预测精度。
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引用次数: 0
“Power or information”: How social networks affect the self-employment decision of rural migrants in Beijing? “权力还是信息”:社会网络如何影响北京农民工的自主创业决策?
IF 1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-05-26 DOI: 10.1111/asej.12347
Jie Zhang, Jingyi Ye, Chenyu Meng

As non-financial resources, social networks have a pervasive influence on career prospects. However, among social networks, which relationships are most beneficial for self-employment? This study used survey data from rural–urban migrant workers in Beijing to examine the role of personal networks in rural migrants' self-employment decisions. Social networks were categorized based on the heterogeneity of occupational status. The analysis revealed that networks related to information exchange are more pivotal than those associated with the influence of migrants' self-employment decisions. Furthermore, social networks emanating from lower occupational status significantly decreased the likelihood of self-employment in individuals. Additionally, males and newcomer migrants received greater social support from information-related networks and were more likely to pursue self-employment. Our findings indicated that self-employed migrants earn higher incomes than wage earners, exhibit a greater propensity to settle in Beijing, and report higher satisfaction with their lives and economic status.

作为非经济资源,社交网络对职业前景有着普遍的影响。然而,在社交网络中,哪种关系对自主创业最有利?本研究利用北京地区农民工的调查数据,考察人际网络在农民工自主创业决策中的作用。社会网络的分类基于职业地位的异质性。分析显示,与信息交流相关的网络比与移民自主创业决策影响相关的网络更为关键。此外,来自较低职业地位的社会网络显著降低了个体自主创业的可能性。此外,男性和新移民从信息相关网络获得更多的社会支持,更有可能从事自营职业。研究结果表明,自雇农民工的收入高于工薪族,在北京定居的倾向更大,对生活和经济状况的满意度更高。
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引用次数: 0
The differential effects of childbearing on household economic decisions: The contrast between the first and second child 生育对家庭经济决策的不同影响:第一胎和第二胎的对比
IF 1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-05-26 DOI: 10.1111/asej.12346
Nana Chen, Yi Min, Hangtian Xu, Shuhan Chen

China progressively relaxed its one-child policy since 2013, allowing families to legally have a second child. Using data from the China Family Panel Studies and applying a difference-in-differences event-study approach, we find that the family size outcomes are nonlinear. We find the maternal labor force participation rate drops permanently after the second childbirth, but only temporarily after the first birth. The first child does not significantly worsen household finances by compressing non-essential expenses, whereas the second child does worsen them due to the lack of room for further frugality. This suggests that fertility incentives, especially based on material factors, may be more efficient when the childbearing structure of families is considered.

自2013年以来,中国逐步放宽了独生子女政策,允许家庭合法生育第二个孩子。使用中国家庭面板研究的数据并应用差异事件研究方法,我们发现家庭规模的结果是非线性的。我们发现,母亲的劳动参与率在第二次分娩后永久性下降,而在第一次分娩后只是暂时下降。第一个孩子不会因为压缩非必要的开支而使家庭财务状况明显恶化,而第二个孩子会因为缺乏进一步节俭的空间而使家庭财务状况恶化。这表明,当考虑到家庭的生育结构时,生育激励,特别是基于物质因素的生育激励可能更有效。
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引用次数: 0
期刊
Asian Economic Journal
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