首页 > 最新文献

Energy Policy最新文献

英文 中文
Innovation or contraction? Unpacking the effects of carbon taxes and subsidies on emissions in Brazil 创新还是收缩?剖析巴西碳税和补贴对排放的影响
IF 9.2 2区 经济学 Q1 ECONOMICS Pub Date : 2026-01-29 DOI: 10.1016/j.enpol.2026.115095
Gustavo L. Rocha Lima , Bernardo A. Furtado , Olandia F. Lopes
In the face of accelerating climate change, balancing growth, environmental sustainability, and social equity remains a key challenge for policymakers. This paper leverages an agent-based model with sectoral production, emissions, and spatial-social dynamics to evaluate carbon taxes and investment subsidies, including targeted policy variants, in an emerging economy (Brazil). We examine their effects on emissions across sectors, economic performance, and social equity, focusing on how such policies influence firms’ innovation decisions—specifically, whether to adopt cleaner production methods that reduce input use and emissions. Simulation results show distinct outcomes: while the subsidy scenario on its own has little economic impact but can stimulate innovation, the carbon tax yields significant environmental gains at the cost of economic losses. Moreover, the combined policy produces outcomes very similar to the carbon tax scenario, underscoring a critical insight: short-term emission reductions arise primarily from output contraction. This suggests that, for a policy mix to succeed, subsidies must be designed not only to incentivize sustainable investment but also to act as a targeted compensatory mechanism that mitigates the economic costs of taxation. Finally, we examine targeted extensions of the core scenarios, focusing on sector-specific subsidies and the redistributive recycling of carbon tax revenues, finding evidence to support positive results for both policies.
面对加速的气候变化,平衡增长、环境可持续性和社会公平仍然是政策制定者面临的一项关键挑战。本文利用基于主体的模型,结合部门生产、排放和空间社会动态来评估新兴经济体(巴西)的碳税和投资补贴,包括有针对性的政策变化。我们考察了这些政策对各行业排放、经济绩效和社会公平的影响,重点关注这些政策如何影响企业的创新决策——特别是,是否采用减少投入使用和排放的清洁生产方法。模拟结果显示了截然不同的结果:虽然补贴方案本身几乎没有经济影响,但可以刺激创新,但碳税以经济损失为代价获得了显著的环境收益。此外,综合政策产生的结果与碳税情景非常相似,强调了一个关键观点:短期减排主要来自产出收缩。这表明,为了使政策组合取得成功,补贴的设计不仅必须鼓励可持续投资,而且必须作为一种有针对性的补偿机制,减轻税收的经济成本。最后,我们考察了核心情景的目标扩展,重点关注特定行业补贴和碳税收收入的再分配回收,找到证据支持这两项政策的积极成果。
{"title":"Innovation or contraction? Unpacking the effects of carbon taxes and subsidies on emissions in Brazil","authors":"Gustavo L. Rocha Lima ,&nbsp;Bernardo A. Furtado ,&nbsp;Olandia F. Lopes","doi":"10.1016/j.enpol.2026.115095","DOIUrl":"10.1016/j.enpol.2026.115095","url":null,"abstract":"<div><div>In the face of accelerating climate change, balancing growth, environmental sustainability, and social equity remains a key challenge for policymakers. This paper leverages an agent-based model with sectoral production, emissions, and spatial-social dynamics to evaluate carbon taxes and investment subsidies, including targeted policy variants, in an emerging economy (Brazil). We examine their effects on emissions across sectors, economic performance, and social equity, focusing on how such policies influence firms’ innovation decisions—specifically, whether to adopt cleaner production methods that reduce input use and emissions. Simulation results show distinct outcomes: while the subsidy scenario on its own has little economic impact but can stimulate innovation, the carbon tax yields significant environmental gains at the cost of economic losses. Moreover, the combined policy produces outcomes very similar to the carbon tax scenario, underscoring a critical insight: short-term emission reductions arise primarily from output contraction. This suggests that, for a policy mix to succeed, subsidies must be designed not only to incentivize sustainable investment but also to act as a targeted compensatory mechanism that mitigates the economic costs of taxation. Finally, we examine targeted extensions of the core scenarios, focusing on sector-specific subsidies and the redistributive recycling of carbon tax revenues, finding evidence to support positive results for both policies.</div></div>","PeriodicalId":11672,"journal":{"name":"Energy Policy","volume":"211 ","pages":"Article 115095"},"PeriodicalIF":9.2,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146090668","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Special economic zones and energy poverty in Africa: spillover effects beyond their initial purpose 非洲的经济特区和能源贫困:超出其最初目的的溢出效应
IF 9.2 2区 经济学 Q1 ECONOMICS Pub Date : 2026-01-28 DOI: 10.1016/j.enpol.2026.115104
Zhonghang Gong , Linda Zanfack Tiague
Energy poverty is both a scourge and a development imperative in Africa, where only a small proportion of the population has reliable access to electricity. By hindering productivity, education, health, and economic inclusion, it remains one of the main obstacles to sustainable development. While numerous studies have examined its determinants, the potential role of special economic zones (SEZs) remains largely unexplored. Initially designed to attract foreign direct investment, stimulate industrialization, and promote job creation, SEZs nevertheless generate positive spillovers that can improve access to energy. The objective of this article is therefore to study the effect of SEZs on energy poverty, using a panel of 53 African countries over the period 2000–2022. The empirical strategy uses several estimation techniques, including the instrumental variables approach based on heteroscedasticity proposed by Lewbel (2012). The results indicate that the presence and expansion of SEZs contribute significantly to reducing energy poverty in African countries. This effect is confirmed by several robustness tests, including different model specifications, generalized method of moments estimation, the Driscoll-Kraay approach, and the use of an external instrumental variable. Furthermore, heterogeneity analysis shows that industrial zones have a greater impact on reducing energy poverty, followed by technology parks. Finally, mediation analysis reveals that this impact is primarily mediated by FDI attractiveness, job creation, and technology diffusion. These results underscore the importance of integrating SEZs into energy poverty reduction strategies in Africa, optimizing their effects beyond their initial objectives.
在非洲,能源贫困既是一种灾难,也是发展的必要条件。在非洲,只有一小部分人口能够可靠地获得电力。它阻碍了生产力、教育、卫生和经济包容,仍然是可持续发展的主要障碍之一。虽然有许多研究考察了其决定因素,但经济特区(SEZs)的潜在作用在很大程度上仍未得到探索。经济特区最初旨在吸引外国直接投资、刺激工业化和促进创造就业机会,但却产生了积极的溢出效应,可以改善能源获取。因此,本文的目标是研究经济特区对能源贫困的影响,使用的是2000年至2022年期间53个非洲国家的面板。实证策略使用了几种估计技术,包括Lewbel(2012)提出的基于异方差的工具变量方法。研究结果表明,经济特区的存在和扩大对减少非洲国家的能源贫困有显著贡献。这一效应通过几个稳健性测试得到证实,包括不同的模型规格、广义矩估计方法、Driscoll-Kraay方法和外部工具变量的使用。此外,异质性分析表明,工业园区对降低能源贫困的影响更大,其次是科技园区。最后,中介分析表明,这种影响主要由FDI吸引力、就业创造和技术扩散所中介。这些结果强调了将经济特区纳入非洲能源减贫战略的重要性,优化其在最初目标之外的效果。
{"title":"Special economic zones and energy poverty in Africa: spillover effects beyond their initial purpose","authors":"Zhonghang Gong ,&nbsp;Linda Zanfack Tiague","doi":"10.1016/j.enpol.2026.115104","DOIUrl":"10.1016/j.enpol.2026.115104","url":null,"abstract":"<div><div>Energy poverty is both a scourge and a development imperative in Africa, where only a small proportion of the population has reliable access to electricity. By hindering productivity, education, health, and economic inclusion, it remains one of the main obstacles to sustainable development. While numerous studies have examined its determinants, the potential role of special economic zones (SEZs) remains largely unexplored. Initially designed to attract foreign direct investment, stimulate industrialization, and promote job creation, SEZs nevertheless generate positive spillovers that can improve access to energy. The objective of this article is therefore to study the effect of SEZs on energy poverty, using a panel of 53 African countries over the period 2000–2022. The empirical strategy uses several estimation techniques, including the instrumental variables approach based on heteroscedasticity proposed by Lewbel (2012). The results indicate that the presence and expansion of SEZs contribute significantly to reducing energy poverty in African countries. This effect is confirmed by several robustness tests, including different model specifications, generalized method of moments estimation, the Driscoll-Kraay approach, and the use of an external instrumental variable. Furthermore, heterogeneity analysis shows that industrial zones have a greater impact on reducing energy poverty, followed by technology parks. Finally, mediation analysis reveals that this impact is primarily mediated by FDI attractiveness, job creation, and technology diffusion. These results underscore the importance of integrating SEZs into energy poverty reduction strategies in Africa, optimizing their effects beyond their initial objectives.</div></div>","PeriodicalId":11672,"journal":{"name":"Energy Policy","volume":"211 ","pages":"Article 115104"},"PeriodicalIF":9.2,"publicationDate":"2026-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146090599","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Long-term evaluation of the energy consumption of 100 energy-efficient buildings in Austria 奥地利100座节能建筑能耗的长期评价
IF 9.2 2区 经济学 Q1 ECONOMICS Pub Date : 2026-01-28 DOI: 10.1016/j.enpol.2026.115107
Thomas Roßkopf-Nachbaur , Günter Lang , Martin Ploß , Markus Lang , Andreas Peter , Tobias Hatt , Diana Ürge-Vorsatz , Souran Chatterjee , Luisa F. Cabeza
In 2019, buildings greenhouse gas (GHG) emissions accounted for 21 % of global emissions, therefore regions such as Europe have strong policies to decrease such emissions. The literature shows different examples simulating energy refurbishment of buildings or districts where an important GHG reduction can be achieved, but there is a clear gap on real measurements of exemplary buildings. This paper shows an assessment of more than 100 energy-efficient buildings in Austria, showing that this GHG emissions reduction is really possible. The paper evaluates residential and non-residential buildings, where the energy consumption was 50 % below the consumption of typical multi-apartment buildings. Moreover, the emissions in such buildings were well below the Paris agreement targets.
2019年,建筑温室气体(GHG)排放量占全球排放量的21%,因此欧洲等地区有强有力的政策来减少此类排放。文献显示了不同的例子,模拟建筑物或地区的能源翻新,可以实现重要的温室气体减排,但在示范建筑的实际测量上存在明显的差距。这篇论文展示了对奥地利100多座节能建筑的评估,表明温室气体减排确实是可能的。本文对住宅和非住宅建筑进行了评价,其中能耗比典型的多公寓建筑低50%。此外,这些建筑的排放量远低于《巴黎协定》的目标。
{"title":"Long-term evaluation of the energy consumption of 100 energy-efficient buildings in Austria","authors":"Thomas Roßkopf-Nachbaur ,&nbsp;Günter Lang ,&nbsp;Martin Ploß ,&nbsp;Markus Lang ,&nbsp;Andreas Peter ,&nbsp;Tobias Hatt ,&nbsp;Diana Ürge-Vorsatz ,&nbsp;Souran Chatterjee ,&nbsp;Luisa F. Cabeza","doi":"10.1016/j.enpol.2026.115107","DOIUrl":"10.1016/j.enpol.2026.115107","url":null,"abstract":"<div><div>In 2019, buildings greenhouse gas (GHG) emissions accounted for 21 % of global emissions, therefore regions such as Europe have strong policies to decrease such emissions. The literature shows different examples simulating energy refurbishment of buildings or districts where an important GHG reduction can be achieved, but there is a clear gap on real measurements of exemplary buildings. This paper shows an assessment of more than 100 energy-efficient buildings in Austria, showing that this GHG emissions reduction is really possible. The paper evaluates residential and non-residential buildings, where the energy consumption was 50 % below the consumption of typical multi-apartment buildings. Moreover, the emissions in such buildings were well below the Paris agreement targets.</div></div>","PeriodicalId":11672,"journal":{"name":"Energy Policy","volume":"211 ","pages":"Article 115107"},"PeriodicalIF":9.2,"publicationDate":"2026-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146090600","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fuelling energy poverty? Evidence on the role of deforestation in developing countries 加剧能源贫困?关于发展中国家森林砍伐作用的证据
IF 9.2 2区 经济学 Q1 ECONOMICS Pub Date : 2026-01-26 DOI: 10.1016/j.enpol.2026.115085
Windbeneti Arnaud Zahonogo , Relwendé Sawadogo
Energy poverty remains a critical development challenge in low- and middle-income countries, central to achieving Sustainable Development Goal 7 (SDG7). This study investigates the causal impact of deforestation on energy poverty, focusing on two key dimensions: access to electricity and access to clean cooking fuels. Using a panel of 95 developing countries from 2000 to 2023, we employ robust econometric techniques, including ordinary least squares (OLS), two-stage least squares (2SLS), and smoothed instrumental variable quantile regression (SIVQR), to account for endogeneity and distributional heterogeneity. The results consistently show that deforestation significantly worsens energy poverty, particularly in more deprived contexts, by reducing access to clean fuels and electricity. These findings remain robust across alternative deforestation measures and model specifications. Furthermore, income growth, human capital, and carbon efficiency mitigate energy poverty, while population pressure, natural resource dependence, and institutional weaknesses exacerbate it. The findings call for integrated policies that link forest conservation with equitable energy access to support inclusive and sustainable energy transitions.
能源贫困仍然是低收入和中等收入国家面临的重大发展挑战,对实现可持续发展目标7至关重要。这项研究调查了森林砍伐对能源贫困的因果影响,重点关注两个关键方面:获得电力和获得清洁烹饪燃料。利用2000年至2023年95个发展中国家的面板,我们采用了稳健的计量经济学技术,包括普通最小二乘法(OLS)、两阶段最小二乘法(2SLS)和平滑工具变量分位数回归(SIVQR),以解释内质性和分布异质性。研究结果一致表明,森林砍伐减少了获得清洁燃料和电力的机会,从而显著加剧了能源贫困,特别是在更贫困的地区。这些发现在其他森林砍伐措施和模型规范中仍然是强有力的。此外,收入增长、人力资本和碳效率缓解了能源贫困,而人口压力、自然资源依赖和制度弱点加剧了能源贫困。研究结果呼吁制定综合政策,将森林保护与公平的能源获取联系起来,以支持包容和可持续的能源转型。
{"title":"Fuelling energy poverty? Evidence on the role of deforestation in developing countries","authors":"Windbeneti Arnaud Zahonogo ,&nbsp;Relwendé Sawadogo","doi":"10.1016/j.enpol.2026.115085","DOIUrl":"10.1016/j.enpol.2026.115085","url":null,"abstract":"<div><div>Energy poverty remains a critical development challenge in low- and middle-income countries, central to achieving Sustainable Development Goal 7 (SDG7). This study investigates the causal impact of deforestation on energy poverty, focusing on two key dimensions: access to electricity and access to clean cooking fuels. Using a panel of 95 developing countries from 2000 to 2023, we employ robust econometric techniques, including ordinary least squares (OLS), two-stage least squares (2SLS), and smoothed instrumental variable quantile regression (SIVQR), to account for endogeneity and distributional heterogeneity. The results consistently show that deforestation significantly worsens energy poverty, particularly in more deprived contexts, by reducing access to clean fuels and electricity. These findings remain robust across alternative deforestation measures and model specifications. Furthermore, income growth, human capital, and carbon efficiency mitigate energy poverty, while population pressure, natural resource dependence, and institutional weaknesses exacerbate it. The findings call for integrated policies that link forest conservation with equitable energy access to support inclusive and sustainable energy transitions.</div></div>","PeriodicalId":11672,"journal":{"name":"Energy Policy","volume":"211 ","pages":"Article 115085"},"PeriodicalIF":9.2,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146090601","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rising operational costs from power outages: Implications for hydropower 电力中断带来的运营成本上升:对水电的影响
IF 9.2 2区 经济学 Q1 ECONOMICS Pub Date : 2026-01-24 DOI: 10.1016/j.enpol.2026.115071
Jayash Paudel
Power outages can cause electric utilities to lose revenues and incur larger operational costs from system repair and restoration. Yet reliable estimates on the economic impact of power interruptions on electric utilities are not available. This article exploits spatial and temporal variation in different levels of transmission-led service interruption among 71 electric utilities from 42 countries in Africa to estimate changes in operational costs from rising power outages. Results based on cross-utility panel data over an eleven-year-long period from 2012 to 2022 illustrate that an average total duration of outages from transmission exceeding 900 hours a year (relative to the baseline levels of less than 100 hours a year) results in a 0.85% increase in operational costs ($ per kWh). These costs increase in magnitude in response to power interruptions corresponding to higher bins. Electrical utilities also report declines in both total revenues and shares of cash revenues, indicating signs of operational burden from severe power outages. Estimates further indicate that utilities with lower shares of hydroelectricity generation experience substantial increases in operational costs, implying that hydropower can effectively mitigate transmission power outages. Regression analysis also shows that higher shares of generation from non-hydro renewable energy sources that experience grid stabilization challenges do not lower outage-induced operational costs. Together, these results illustrate that large investments in hydroelectricity generation have the potential to address energy poverty in Africa.
停电会导致电力公司损失收入,并因系统维修和恢复而产生更大的运营成本。然而,目前还没有关于电力中断对电力设施的经济影响的可靠估计。本文利用来自非洲42个国家的71个电力公司不同程度的输电导致的服务中断的空间和时间变化来估计日益增加的停电对运营成本的影响。基于2012年至2022年11年期间的跨公用事业面板数据的结果表明,输电中断的平均总持续时间超过每年900小时(相对于每年不到100小时的基线水平)导致运营成本增加0.85%(每千瓦时美元)。这些成本在响应与更高的箱相对应的电源中断时增加幅度。电力公司还报告总收入和现金收入份额双双下降,显示出严重停电造成运营负担的迹象。估计进一步表明,水力发电份额较低的公用事业公司的运营成本大幅增加,这意味着水力发电可以有效地缓解输电中断。回归分析还表明,在电网稳定方面面临挑战的非水电可再生能源发电所占比例较高,但这并不能降低因停电而导致的运营成本。总之,这些结果表明,对水力发电的大规模投资有可能解决非洲的能源贫困问题。
{"title":"Rising operational costs from power outages: Implications for hydropower","authors":"Jayash Paudel","doi":"10.1016/j.enpol.2026.115071","DOIUrl":"10.1016/j.enpol.2026.115071","url":null,"abstract":"<div><div>Power outages can cause electric utilities to lose revenues and incur larger operational costs from system repair and restoration. Yet reliable estimates on the economic impact of power interruptions on electric utilities are not available. This article exploits spatial and temporal variation in different levels of transmission-led service interruption among 71 electric utilities from 42 countries in Africa to estimate changes in operational costs from rising power outages. Results based on cross-utility panel data over an eleven-year-long period from 2012 to 2022 illustrate that an average total duration of outages from transmission exceeding 900 hours a year (relative to the baseline levels of less than 100 hours a year) results in a 0.85% increase in operational costs ($ per kWh). These costs increase in magnitude in response to power interruptions corresponding to higher bins. Electrical utilities also report declines in both total revenues and shares of cash revenues, indicating signs of operational burden from severe power outages. Estimates further indicate that utilities with lower shares of hydroelectricity generation experience substantial increases in operational costs, implying that hydropower can effectively mitigate transmission power outages. Regression analysis also shows that higher shares of generation from non-hydro renewable energy sources that experience grid stabilization challenges do not lower outage-induced operational costs. Together, these results illustrate that large investments in hydroelectricity generation have the potential to address energy poverty in Africa.</div></div>","PeriodicalId":11672,"journal":{"name":"Energy Policy","volume":"211 ","pages":"Article 115071"},"PeriodicalIF":9.2,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146090598","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
From hardhats to algorithms: How AI is redefining labor in China's energy industry 从安全帽到算法:人工智能如何重新定义中国能源行业的劳动力
IF 9.2 2区 经济学 Q1 ECONOMICS Pub Date : 2026-01-24 DOI: 10.1016/j.enpol.2026.115067
Tingting Sun , Rongrong Li , Qiang Wang
Artificial intelligence (AI) is reshaping labor markets, with particularly disruptive effects in capital-intensive sectors like energy. This study investigates the impact of AI on employment scale and skill composition in China's energy industry, using panel data from 112 listed firms (2011–2023). We construct a novel “industry–region coordinated exposure index” that combines regional AI development with industry-level task automatability, and embed this within a comparative advantage-based double machine learning (DML) framework to identify causal effects. The research results indicate that AI has a significant overall impact on the workforce, leading to a significant substitution effect among college graduate workers; while the labor market for basic education and postgraduate students shows an upward trend, indicating a clear polarization of skills. Significant heterogeneity exists across industries and regions: fossil fuel companies experienced more drastic workforce reductions, while renewable energy companies demonstrated a complementarity between AI and human capital. Regionally, AI led to workforce shrinkage in eastern provinces, promoted moderate skills upgrading in the central region, and had a limited impact in the west. These findings provide valuable evidence for policy considerations regarding the management of AI-driven workforce transformation. Emerging economies should achieve a balance between technological progress and employment structure driven by AI by strengthening workforce retraining, improving vocational education systems, and promoting coordinated regional development.
人工智能(AI)正在重塑劳动力市场,尤其是在能源等资本密集型行业产生破坏性影响。本文利用112家上市公司(2011-2023年)的面板数据,考察了人工智能对中国能源行业就业规模和技能构成的影响。我们构建了一个新的“行业-区域协调暴露指数”,将区域人工智能发展与行业级任务自动化相结合,并将其嵌入基于比较优势的双机器学习(DML)框架中,以确定因果关系。研究结果表明,人工智能对劳动力产生了显著的整体影响,导致大学毕业生之间存在显著的替代效应;而基础教育和研究生的劳动力市场呈现上升趋势,表明明显的技能两极分化。不同行业和地区之间存在显著的异质性:化石燃料公司裁员幅度更大,而可再生能源公司则表现出人工智能与人力资本之间的互补性。从地区来看,人工智能导致东部省份劳动力萎缩,促进中部地区适度的技能升级,对西部地区的影响有限。这些发现为有关人工智能驱动的劳动力转型管理的政策考虑提供了有价值的证据。新兴经济体应通过加强劳动力再培训,完善职业教育体系,促进区域协调发展,实现技术进步与人工智能驱动的就业结构的平衡。
{"title":"From hardhats to algorithms: How AI is redefining labor in China's energy industry","authors":"Tingting Sun ,&nbsp;Rongrong Li ,&nbsp;Qiang Wang","doi":"10.1016/j.enpol.2026.115067","DOIUrl":"10.1016/j.enpol.2026.115067","url":null,"abstract":"<div><div>Artificial intelligence (AI) is reshaping labor markets, with particularly disruptive effects in capital-intensive sectors like energy. This study investigates the impact of AI on employment scale and skill composition in China's energy industry, using panel data from 112 listed firms (2011–2023). We construct a novel “industry–region coordinated exposure index” that combines regional AI development with industry-level task automatability, and embed this within a comparative advantage-based double machine learning (DML) framework to identify causal effects. The research results indicate that AI has a significant overall impact on the workforce, leading to a significant substitution effect among college graduate workers; while the labor market for basic education and postgraduate students shows an upward trend, indicating a clear polarization of skills. Significant heterogeneity exists across industries and regions: fossil fuel companies experienced more drastic workforce reductions, while renewable energy companies demonstrated a complementarity between AI and human capital. Regionally, AI led to workforce shrinkage in eastern provinces, promoted moderate skills upgrading in the central region, and had a limited impact in the west. These findings provide valuable evidence for policy considerations regarding the management of AI-driven workforce transformation. Emerging economies should achieve a balance between technological progress and employment structure driven by AI by strengthening workforce retraining, improving vocational education systems, and promoting coordinated regional development.</div></div>","PeriodicalId":11672,"journal":{"name":"Energy Policy","volume":"211 ","pages":"Article 115067"},"PeriodicalIF":9.2,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146185532","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The heterogeneous impact of energy subsidy reform: The ill-targeted nature of energy subsidies in Mongolia 能源补贴改革的异质影响:蒙古能源补贴的非针对性
IF 9.2 2区 经济学 Q1 ECONOMICS Pub Date : 2026-01-24 DOI: 10.1016/j.enpol.2026.115105
Tuvshintugs Batdelger , Manlaibaatar Zagdbazar
The Mongolian energy sector faces mounting difficulties, with infrastructure dating back to the Soviet era and increasing energy demand surpassing installed capacity. The Government of Mongolia has begun implementing energy sector reforms, including significant increases in electricity tariffs. However, there is a lack of studies assessing the impact of these changes on inflation and household living costs. This study fills this void by estimating the heterogeneous impact of energy subsidy removal on inflation and household living costs using a behavioral microsimulation model based on the Household Socio-Economic Survey and the Input-Output Table data. Our findings reveal that current electricity subsidies disproportionately benefit richer households. The complete removal of these subsidies will impose an additional 3.4 % burden on the poorest decile, compared to 1.8 % on the richest decile, while the average increase in household expenditures will be 2.7 %. Eliminating these subsidies could increase poverty rates and economic inequality. Interestingly, the government's policy of moderately increasing household electricity prices, shifting some of the burden to the industrial sector, and maintaining subsidies for heating and briquettes still imposes a comparable burden on household expenses. Although this policy framework reduces the financial burden on low-income populations, it unfairly impacts the livelihoods of rural populations, particularly herders, who do not benefit from energy subsidies, by fueling overall inflation. To mitigate these adverse effects, we recommend targeted support measures for vulnerable populations.
蒙古能源行业面临越来越多的困难,该国的基础设施可以追溯到苏联时代,而日益增长的能源需求超过了装机容量。蒙古政府已开始实施能源部门改革,包括大幅提高电价。然而,缺乏评估这些变化对通货膨胀和家庭生活成本影响的研究。本研究利用基于家庭社会经济调查和投入产出表数据的行为微观模拟模型,估计了能源补贴取消对通货膨胀和家庭生活成本的异质影响,填补了这一空白。我们的研究结果表明,目前的电力补贴不成比例地惠及较富裕的家庭。完全取消这些补贴将给最贫穷的十分之一人口带来3.4%的额外负担,而最富有的十分之一人口的负担为1.8%,而家庭支出的平均增幅将为2.7%。取消这些补贴可能会增加贫困率和经济不平等。有趣的是,政府适度提高家庭电价、将部分负担转移给工业部门、维持取暖和煤球补贴的政策,仍然对家庭开支造成了相当的负担。虽然这一政策框架减轻了低收入人口的经济负担,但它通过助长总体通货膨胀,不公平地影响了农村人口的生计,特别是无法从能源补贴中受益的牧民。为了减轻这些不利影响,我们建议针对弱势群体采取有针对性的支持措施。
{"title":"The heterogeneous impact of energy subsidy reform: The ill-targeted nature of energy subsidies in Mongolia","authors":"Tuvshintugs Batdelger ,&nbsp;Manlaibaatar Zagdbazar","doi":"10.1016/j.enpol.2026.115105","DOIUrl":"10.1016/j.enpol.2026.115105","url":null,"abstract":"<div><div>The Mongolian energy sector faces mounting difficulties, with infrastructure dating back to the Soviet era and increasing energy demand surpassing installed capacity. The Government of Mongolia has begun implementing energy sector reforms, including significant increases in electricity tariffs. However, there is a lack of studies assessing the impact of these changes on inflation and household living costs. This study fills this void by estimating the heterogeneous impact of energy subsidy removal on inflation and household living costs using a behavioral microsimulation model based on the Household Socio-Economic Survey and the Input-Output Table data. Our findings reveal that current electricity subsidies disproportionately benefit richer households. The complete removal of these subsidies will impose an additional 3.4 % burden on the poorest decile, compared to 1.8 % on the richest decile, while the average increase in household expenditures will be 2.7 %. Eliminating these subsidies could increase poverty rates and economic inequality. Interestingly, the government's policy of moderately increasing household electricity prices, shifting some of the burden to the industrial sector, and maintaining subsidies for heating and briquettes still imposes a comparable burden on household expenses. Although this policy framework reduces the financial burden on low-income populations, it unfairly impacts the livelihoods of rural populations, particularly herders, who do not benefit from energy subsidies, by fueling overall inflation. To mitigate these adverse effects, we recommend targeted support measures for vulnerable populations.</div></div>","PeriodicalId":11672,"journal":{"name":"Energy Policy","volume":"211 ","pages":"Article 115105"},"PeriodicalIF":9.2,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146090737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Promoting broad participation in CCUS system via a technical service business model and bi-level optimization with carbon trading incentives 通过技术服务商业模式和碳交易激励的双层优化,促进CCUS体系的广泛参与
IF 9.2 2区 经济学 Q1 ECONOMICS Pub Date : 2026-01-23 DOI: 10.1016/j.enpol.2026.115099
Peng Wu , Sha Xiao , Wen Wang , Hong Wang , Shansen Wei
Carbon Capture, Utilization and Storage (CCUS) is widely recognized as a critical technology for achieving carbon neutrality. However, large-scale deployment still faces two key challenges: the spatial mismatch between CO2 sources and storage sites and the absence of sustainable business models that can incentivize broad enterprises' participation. To address these challenges, this paper proposed a bi-level planning framework for CCUS cluster optimization, introducing a business model where a large oil and gas company provides integrated technical service to individual emitters. A case study demonstrates that carbon trading policies can effectively promote CCUS involvement and improve system viability. The major results indicate that higher carbon costs increase the proportion of service fees, rising from 17.91 % to 31.34 %. This modification enhances their resilience to variations in oil prices. Participation shows a threshold-based, non-linear response, with higher prices improving investment robustness and favoring dedicated pipelines over infrastructure reuse. Our findings suggest that, along with carbon pricing, early-stage cost reductions are critical for scalable CCUS deployment.
碳捕集、利用与封存(CCUS)是实现碳中和的一项重要技术。然而,大规模部署仍然面临两个关键挑战:二氧化碳源和储存地点之间的空间不匹配,以及缺乏能够激励广泛企业参与的可持续商业模式。为了应对这些挑战,本文提出了CCUS集群优化的双层规划框架,引入了大型油气公司为单个排放者提供综合技术服务的商业模式。案例研究表明,碳交易政策可以有效地促进CCUS的参与,提高系统的可行性。主要结果表明,碳成本的增加增加了服务费用的比重,从17.91%上升到31.34%。这种调整增强了它们对油价变化的适应能力。参与表现出基于阈值的非线性响应,较高的价格提高了投资稳健性,并且有利于专用管道而不是基础设施的重用。我们的研究结果表明,与碳定价一样,早期阶段的成本降低对于可扩展的CCUS部署至关重要。
{"title":"Promoting broad participation in CCUS system via a technical service business model and bi-level optimization with carbon trading incentives","authors":"Peng Wu ,&nbsp;Sha Xiao ,&nbsp;Wen Wang ,&nbsp;Hong Wang ,&nbsp;Shansen Wei","doi":"10.1016/j.enpol.2026.115099","DOIUrl":"10.1016/j.enpol.2026.115099","url":null,"abstract":"<div><div>Carbon Capture, Utilization and Storage (CCUS) is widely recognized as a critical technology for achieving carbon neutrality. However, large-scale deployment still faces two key challenges: the spatial mismatch between CO<sub>2</sub> sources and storage sites and the absence of sustainable business models that can incentivize broad enterprises' participation. To address these challenges, this paper proposed a bi-level planning framework for CCUS cluster optimization, introducing a business model where a large oil and gas company provides integrated technical service to individual emitters. A case study demonstrates that carbon trading policies can effectively promote CCUS involvement and improve system viability. The major results indicate that higher carbon costs increase the proportion of service fees, rising from 17.91 % to 31.34 %. This modification enhances their resilience to variations in oil prices. Participation shows a threshold-based, non-linear response, with higher prices improving investment robustness and favoring dedicated pipelines over infrastructure reuse. Our findings suggest that, along with carbon pricing, early-stage cost reductions are critical for scalable CCUS deployment.</div></div>","PeriodicalId":11672,"journal":{"name":"Energy Policy","volume":"211 ","pages":"Article 115099"},"PeriodicalIF":9.2,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146036653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Do all roads lead to Rome? Assessing the effectiveness of governance strategies for energy justice 条条大路通罗马吗?评估能源公正治理战略的有效性
IF 9.2 2区 经济学 Q1 ECONOMICS Pub Date : 2026-01-23 DOI: 10.1016/j.enpol.2026.115089
Kees van der Wel, Sanne Akerboom
While the ‘promised land’ of clean, affordable, and abundant energy is in reach for some, it is but a distant dream for others. Socioeconomically disadvantaged groups often do not have the means and opportunities to enter this ‘land of milk and honey’. In response to growing awareness of this issue, the call for a more just, inclusive, and fair energy transition has found its way to policy agendas. To implement this energy justice agenda, policy-makers must decide on a governance strategy – i.e., a plan of action outlining who should do what, and how. The field of public administration offers three such strategies: rowing, steering, and serving. However, no study has yet examined the strengths and weaknesses of these different strategies in achieving energy justice, leaving policymakers without guidance on how to choose between them. To address this gap, we evaluated two initiatives for each strategy using an assessment framework with five criteria based on energy justice literature. Our analysis revealed three key patterns: (i) each strategy has its own strengths and weaknesses for realizing a just transition, (ii) there are synergies and trade-offs between the criteria, and (iii) each strategy has broad but seemingly superficial support. These findings suggest that no single strategy is perfect, and none will become perfect due to the inherent trade-offs between criteria. However, hybrid strategies that use the strengths of one strategy to offset another strategy's weaknesses could offer an effective approach to pursuing energy justice.
虽然清洁、廉价和丰富能源的“应许之地”对一些人来说触手可及,但对另一些人来说,这只是一个遥远的梦想。社会经济上处于不利地位的群体往往没有进入这片“牛奶和蜂蜜之地”的手段和机会。随着人们对这一问题的认识日益提高,对更加公正、包容和公平的能源转型的呼吁已被提上了政策议程。为了实施这一能源正义议程,政策制定者必须决定一项治理战略——即一项行动计划,概述谁应该做什么,以及如何做。公共行政领域提供了三种这样的策略:划船、掌舵和服务。然而,目前还没有研究考察这些不同战略在实现能源公平方面的优缺点,这使得政策制定者在如何在它们之间进行选择方面缺乏指导。为了解决这一差距,我们使用基于能源公正文献的五个标准的评估框架评估了每个战略的两个举措。我们的分析揭示了三个关键模式:(i)每个战略都有自己的优势和弱点,以实现公正的过渡;(ii)标准之间存在协同效应和权衡;(iii)每个战略都有广泛但看似肤浅的支持。这些发现表明,没有单一的策略是完美的,由于标准之间的内在权衡,没有一个策略会变得完美。然而,利用一种战略的优势来抵消另一种战略的弱点的混合战略可能是追求能源公平的有效途径。
{"title":"Do all roads lead to Rome? Assessing the effectiveness of governance strategies for energy justice","authors":"Kees van der Wel,&nbsp;Sanne Akerboom","doi":"10.1016/j.enpol.2026.115089","DOIUrl":"10.1016/j.enpol.2026.115089","url":null,"abstract":"<div><div>While the ‘promised land’ of clean, affordable, and abundant energy is in reach for some, it is but a distant dream for others. Socioeconomically disadvantaged groups often do not have the means and opportunities to enter this ‘land of milk and honey’. In response to growing awareness of this issue, the call for a more just, inclusive, and fair energy transition has found its way to policy agendas. To implement this energy justice agenda, policy-makers must decide on a governance strategy – i.e., a plan of action outlining <em>who</em> should do <em>what,</em> and <em>how</em>. The field of public administration offers three such strategies: rowing, steering, and serving. However, no study has yet examined the strengths and weaknesses of these different strategies in achieving energy justice, leaving policymakers without guidance on how to choose between them. To address this gap, we evaluated two initiatives for each strategy using an assessment framework with five criteria based on energy justice literature. Our analysis revealed three key patterns: (i) each strategy has its own strengths and weaknesses for realizing a just transition, (ii) there are synergies and trade-offs between the criteria, and (iii) each strategy has broad but seemingly superficial support. These findings suggest that no single strategy is perfect, and none will become perfect due to the inherent trade-offs between criteria. However, hybrid strategies that use the strengths of one strategy to offset another strategy's weaknesses could offer an effective approach to pursuing energy justice.</div></div>","PeriodicalId":11672,"journal":{"name":"Energy Policy","volume":"211 ","pages":"Article 115089"},"PeriodicalIF":9.2,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146036652","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The role of charging infrastructure and income on electric vehicle adoption 充电基础设施和收入对电动汽车普及的影响
IF 9.2 2区 经济学 Q1 ECONOMICS Pub Date : 2026-01-23 DOI: 10.1016/j.enpol.2026.115098
Thomas Gifford, Edward Barbier
This paper examines how the expansion of public charging infrastructure influences electric vehicle (EV) adoption across income levels. Using county-level panel data from Washington State (2019–2023), we estimate the marginal effect of new chargers on EV uptake and test for heterogeneity by income and charger type. We find that charger deployment increases EV adoption, but the effect is concentrated in high-income counties. Fast chargers generate larger and more widely distributed adoption gains than slower charging options, and income consistently conditions these effects. These patterns appear only in the battery electric vehicle (BEV) market; comparable models for plug-in hybrid vehicles (PHEVs) show no significant relationships. Robustness checks also indicate that charger deployment drives BEV growth rather than responding to it. These results highlight both the central role of infrastructure in enabling decarbonized transport and the risk that exclusive reliance on chargers may widen inequities, underscoring the need for complementary policies that expand access to zero-emission mobility. Charging investments alone may not yield equitable adoption outcomes and underscore the importance of complementary policies that address barriers to entry beyond charging availability.
本文研究了公共充电基础设施的扩张如何影响不同收入水平的电动汽车(EV)的采用。利用华盛顿州(2019-2023)的县级面板数据,我们估计了新充电器对电动汽车吸收的边际效应,并测试了收入和充电器类型的异质性。我们发现,充电器的部署增加了电动汽车的使用率,但这种影响主要集中在高收入国家。与慢速充电相比,快速充电带来了更大、更广泛的采用收益,而收入一直制约着这些影响。这些模式只出现在纯电动汽车(BEV)市场;插电式混合动力汽车(phev)的可比模型没有显示出显著的关系。稳健性检查还表明,充电器的部署推动了纯电动汽车的增长,而不是对其做出反应。这些结果强调了基础设施在实现脱碳运输方面的核心作用,以及完全依赖充电器可能扩大不平等的风险,强调了扩大零排放交通的补充政策的必要性。仅靠收费投资可能无法产生公平的采用结果,并强调了解决收费可用性之外的进入壁垒的补充政策的重要性。
{"title":"The role of charging infrastructure and income on electric vehicle adoption","authors":"Thomas Gifford,&nbsp;Edward Barbier","doi":"10.1016/j.enpol.2026.115098","DOIUrl":"10.1016/j.enpol.2026.115098","url":null,"abstract":"<div><div>This paper examines how the expansion of public charging infrastructure influences electric vehicle (EV) adoption across income levels. Using county-level panel data from Washington State (2019–2023), we estimate the marginal effect of new chargers on EV uptake and test for heterogeneity by income and charger type. We find that charger deployment increases EV adoption, but the effect is concentrated in high-income counties. Fast chargers generate larger and more widely distributed adoption gains than slower charging options, and income consistently conditions these effects. These patterns appear only in the battery electric vehicle (BEV) market; comparable models for plug-in hybrid vehicles (PHEVs) show no significant relationships. Robustness checks also indicate that charger deployment drives BEV growth rather than responding to it. These results highlight both the central role of infrastructure in enabling decarbonized transport and the risk that exclusive reliance on chargers may widen inequities, underscoring the need for complementary policies that expand access to zero-emission mobility. Charging investments alone may not yield equitable adoption outcomes and underscore the importance of complementary policies that address barriers to entry beyond charging availability.</div></div>","PeriodicalId":11672,"journal":{"name":"Energy Policy","volume":"211 ","pages":"Article 115098"},"PeriodicalIF":9.2,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146036655","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Energy Policy
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1