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A bridge to clean cooking? The cost-effectiveness of energy-efficient biomass stoves in rural Senegal 通向清洁烹饪的桥梁?塞内加尔农村高能效生物质炉灶的成本效益
IF 13.6 2区 经济学 Q1 ECONOMICS Pub Date : 2024-10-15 DOI: 10.1016/j.eneco.2024.107974
Gunther Bensch , Marc Jeuland , Luciane Lenz , Ousmane Ndiaye
Rural areas of sub-Saharan Africa have experienced limited progress towards the sustainable development goal of universal access to clean cooking. Energy-efficient biomass cookstoves (EEBCs) are considered a potential bridge technology, but EEBC models vary widely, and there is a lack of understanding about their real-world use implications. We conduct a randomized controlled trial in rural Senegal to compare a low-cost, locally produced stove designed to achieve fuel savings and an expensive, imported stove shown to be more efficient and emissions-reducing in the laboratory. We find that the two EEBCs perform similarly: both reduce fuel consumption but have no significant impact on cooking time and fuel collection, emissions, or objective health measures. We conclude that the technically advanced option is not cost effective for most of our sample, while the low-cost EEBC can be seen as a stop-gap solution that primarily reduces fuel use. The findings underpin the importance of customizing EEBC dissemination to local context and baseline cooking patterns.
撒哈拉以南非洲的农村地区在实现普及清洁烹饪的可持续发展目标方面进展有限。高能效生物质炉灶(EEBCs)被认为是一种潜在的桥梁技术,但 EEBCs 的模式千差万别,而且人们对其在现实世界中的使用影响缺乏了解。我们在塞内加尔农村地区开展了一项随机对照试验,比较了一种旨在节省燃料的低成本本地生产炉灶和一种在实验室中被证明更高效、更减排的昂贵进口炉灶。我们发现,两种 EEBC 的表现类似:都能减少燃料消耗,但对烹饪时间和燃料收集、排放或客观健康指标没有显著影响。我们的结论是,对大多数样本而言,技术先进的方案不具成本效益,而低成本的 EEBC 可视为主要减少燃料使用的权宜之计。这些发现强调了根据当地情况和基线烹饪模式推广 EEBC 的重要性。
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引用次数: 0
Climate policy uncertainty, corporate social responsibility and corporate investments of the energy firms 气候政策的不确定性、企业社会责任和能源公司的企业投资
IF 13.6 2区 经济学 Q1 ECONOMICS Pub Date : 2024-10-15 DOI: 10.1016/j.eneco.2024.107968
Chiu-Lan Chang , Jiahui Zhang , Yu-En Lin
Climate policy uncertainty (CPU), driven by the need to address climate extremes and environmental degradation, significantly impacts the strategic corporate investments (CI) of energy firms. This study examines the influence of CPU on CI within the energy sector, with a particular focus on the moderating role of corporate social responsibility (CSR). Utilizing an empirical approach and a dataset of U.S. energy firms, the research reveals that CPU negatively affects CI, even after controlling for firm-specific factors such as size, financial leverage, and profitability. The study also uncovers a complex relationship between CSR and CI under conditions of CPU. While CSR is beneficial for firms' long-term growth and financial health by promoting sustainable practices, it can also intensify the negative impact of CPU on CI for firms with limited financial resources.
The findings highlight the critical need to investigate the interplay between CPU, CSR, and CI in the energy sector. This research contributes to energy economics by providing insights into how CPU and CSR shape CI, offering a nuanced perspective on the dual role of CSR in the context of CPU. The results are of academic significance and have practical implications for corporate strategy, policymaking, and investment decisions in an industry central to global climate action and economic progress.
由于需要应对极端气候和环境恶化,气候政策的不确定性(CPU)对能源企业的战略性企业投资(CI)产生了重大影响。本研究探讨了气候政策不确定性对能源行业企业战略投资的影响,尤其关注企业社会责任(CSR)的调节作用。利用实证方法和美国能源企业数据集,研究发现,即使在控制了企业规模、财务杠杆和盈利能力等特定因素后,CPU 仍会对 CI 产生负面影响。研究还揭示了企业社会责任与 CI 在 CPU 条件下的复杂关系。虽然企业社会责任通过促进可持续实践有利于企业的长期发展和财务健康,但对于财务资源有限的企业来说,它也会加剧中央政策组对企业社会责任的负面影响。研究结果凸显了研究能源行业中央政策组、企业社会责任和企业社会责任之间相互作用的迫切需要。这项研究深入探讨了中央政策组和企业社会责任如何影响企业社会责任,为能源经济学提供了一个关于企业社会责任在中央政策组背景下的双重作用的微妙视角。研究结果不仅具有重要的学术意义,而且对全球气候行动和经济进步的核心行业的企业战略、政策制定和投资决策具有实际意义。
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引用次数: 0
Assessing the impact of climate policy stringency on corporate energy innovation: Insights from China 评估气候政策严格性对企业能源创新的影响:中国的启示
IF 13.6 2区 经济学 Q1 ECONOMICS Pub Date : 2024-10-15 DOI: 10.1016/j.eneco.2024.107959
Zhongzhu Chu , Qiyuan Zhang , Weijie Tan , Pengyu Chen
Corporate energy innovation is a crucial means for countries worldwide to achieve sustainable development goals. Climate policy is one of the measures employed by government departments to address climate change and energy challenges. Existing research mostly focuses on the regional environmental consequences of climate policy, lacking consideration of the policy stringency, and there is a gap in understanding its sustainable energy benefits at the micro level. This study uses data from Chinese A-share listed enterprises from 2012 to 2022, combined with media text big data, to construct and measure a firm-level climate policy stringency indicator using machine learning methods. We explore the complex interplay between climate policy stringency and corporate energy innovation based on institutional theory and its legitimacy perspective. Empirical analysis results indicate that: 1) Climate policy stringency can incentivize companies to pursue energy innovation. 2) Climate policy stringency can promote the process of corporate energy innovation by helping companies acquire external economic resources and encouraging them to modify their internal sustainable development philosophy. 3) In state-owned enterprises, non-short-termism management enterprises, enterprises receiving higher government environmental subsidies, enterprises with higher media attention, enterprises belonging to regulated and polluting industries, and those in regions with high public environmental attention, the climate policy stringency is more likely to have positive effects on energy innovation. This study will help government practitioners and corporate managers comprehend the interplay between the climate policy stringency and corporate energy innovation. It also provides targeted management insights to advance green innovation transformation in the economy and society.
企业能源创新是世界各国实现可持续发展目标的重要手段。气候政策是政府部门应对气候变化和能源挑战的措施之一。现有研究多关注气候政策对区域环境的影响,缺乏对政策严格性的考量,在微观层面对其可持续能源效益的理解也存在空白。本研究利用中国 A 股上市企业 2012 年至 2022 年的数据,结合媒体文本大数据,采用机器学习方法构建并衡量企业层面的气候政策严格性指标。我们基于制度理论及其合法性视角,探讨了气候政策严格性与企业能源创新之间复杂的相互作用。实证分析结果表明1) 气候政策的严格性可以激励企业进行能源创新。2)气候政策的严格性可以通过帮助企业获取外部经济资源、鼓励企业改变内部可持续发展理念来促进企业能源创新的进程。3)在国有企业、非短期化管理企业、获得政府环境补贴较高的企业、媒体关注度较高的企业、属于管制型和污染型行业的企业以及公众环境关注度较高的地区,气候政策的严格性更有可能对能源创新产生积极影响。本研究有助于政府从业人员和企业管理者理解气候政策严格性与企业能源创新之间的相互作用。同时,它也为推动经济和社会的绿色创新转型提供了有针对性的管理见解。
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引用次数: 0
Trade dynamics of environmental goods within global energy economy and their impacts on green technological innovation: A complex network analysis 全球能源经济中环境产品的贸易动态及其对绿色技术创新的影响:复杂网络分析
IF 13.6 2区 经济学 Q1 ECONOMICS Pub Date : 2024-10-15 DOI: 10.1016/j.eneco.2024.107957
Yuyuan Yu , Muhammad Qayyum , Shijie Li
Trade in environmental goods, primarily renewable energy plants and wastewater management equipment, facilitates the dissemination of technologies essential for ecological preservation. Traditional indicators like trade intensity fail to capture the network advantage that a country may possess in advancing environmental-related technologies. Therefore, this study develops a directed trade network of environmental goods (EGTN) from 2002 to 2021 across 234 countries or regions. By applying network topology, we investigate the structural features and dynamic changes of the EGTN. Our analysis reveals that the EGTN has become increasingly interconnected, predominantly influenced by certain OECD countries (i.e., France, Germany and the US) and developing countries (i.e., South Africa, China, and India). Utilizing panel data from 27 OECD countries and 5 BRICS countries between 2002 and 2019, our baseline quantile regressions show that enhanced trade central status can significantly promote green innovation across all percentiles. Non-linear and U-shaped relationships are detected for betweenness centrality and closeness centrality variables. In contrast, the effects of eigenvector centrality diminish in more innovative countries. The above findings remain robust after accounting for potential endogeneity problems. Moreover, while stricter environmental policies tend to promote the development of green innovations in OECD countries, non-market-based policies in BRICS may pose challenges to advancing such innovations. Policies that facilitate information dissemination and strengthen partnerships with influential trade partners can help local organizations leverage their network advantages to spur innovation.
环境产品(主要是可再生能源工厂和废水管理设备)的贸易促进了生态保护所必需的技术的传播。贸易强度等传统指标无法反映一个国家在推进环境相关技术方面可能拥有的网络优势。因此,本研究建立了一个 2002 年至 2021 年横跨 234 个国家或地区的环境产品定向贸易网络(EGTN)。通过应用网络拓扑结构,我们研究了环境产品贸易网络的结构特征和动态变化。我们的分析表明,EGTN 的相互联系日益紧密,主要受到某些经合组织国家(如法国、德国和美国)和发展中国家(如南非、中国和印度)的影响。利用 2002 年至 2019 年期间 27 个经合组织国家和 5 个金砖国家的面板数据,我们的基线量子回归结果表明,贸易中心地位的增强可显著促进所有百分位数的绿色创新。在 "间度中心性 "和 "接近中心性 "变量中发现了非线性和 U 型关系。相比之下,特征向量中心性的影响在创新程度较高的国家有所减弱。在考虑了潜在的内生性问题后,上述结论依然稳健。此外,在经合组织国家,更严格的环境政策倾向于促进绿色创新的发展,而在金砖国家,非市场型政策可能对推进此类创新构成挑战。促进信息传播和加强与有影响力的贸易伙伴的伙伴关系的政策可以帮助当地组织利用其网络优势来刺激创新。
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引用次数: 0
Impact of differentiated carbon taxes on remanufacturing mode selection 差异化碳税对再制造模式选择的影响
IF 13.6 2区 经济学 Q1 ECONOMICS Pub Date : 2024-10-15 DOI: 10.1016/j.eneco.2024.107955
Xiqiang Xia, Jun Chen, Wei Wang, Haijie Wang
In current remanufacturing supply chains, whether the original equipment manufacturer (OEM) independently engages in remanufacturing or delegating (authorizing or outsourcing) to a third-party remanufacturer (TPR) is influenced by the government's differentiated carbon tax. However, our understanding of the factors influencing the optimal choice among the three remanufacturing strategies (i.e., self-remanufacturing, authorizing remanufacturing, and outsourcing remanufacturing) is fairly limited. In particular, little attention has been paid to differentiated carbon taxes, which involve the government imposing a high carbon tax on new products and a low carbon tax on remanufactured products. To fill these gaps, this study develops game models that include an OEM and a TPR. Our analysis reveals four main findings. First, with the increase in carbon tax on new products, the price of both new and remanufactured products rises. By contrast, once the carbon tax on remanufactured products increases, only the price of remanufactured products rises. Second, when the carbon tax gap between new and remanufactured products is small and the ratio of environmental impact per unit of remanufactured products to that of new products is less than consumer preference, both outsourcing remanufacturing and self-remanufacturing could achieve a win-win situation in reducing environmental impact and enhancing consumer surplus. Third, regardless of the governments' setting of the differentiated carbon tax, the OEM, as a profit-seeker, will decline the authorizing remanufacturing to expand profits in any case. Further, when the carbon tax gap between new and remanufactured products is less than a certain threshold, the optimal mode for the OEM is outsourcing remanufacturing, followed by self-remanufacturing. Fourth, our numerical analysis indicates that the carbon tax gap between new and remanufactured products plays a vital role in optimal remanufacturing strategy selection. Notably, both the recycling scale of wasted products and consumer preferences for remanufactured products should be taken into account when making an optimal remanufacturing selection.
在当前的再制造供应链中,原始设备制造商(OEM)是独立从事再制造,还是委托(授权或外包)给第三方再制造商(TPR),受到政府差别化碳税的影响。然而,我们对三种再制造策略(即自我再制造、授权再制造和外包再制造)之间最优选择的影响因素的了解还相当有限。特别是,人们很少关注差别碳税,即政府对新产品征收高碳税,对再制造产品征收低碳税。为了填补这些空白,本研究建立了包含原始设备制造商和再制造产品制造商的博弈模型。我们的分析揭示了四个主要结论。首先,随着新产品碳税的增加,新产品和再制造产品的价格都会上涨。相比之下,一旦再制造产品的碳税增加,只有再制造产品的价格上涨。其次,当新产品和再制造产品的碳税差距较小,且再制造产品单位环境影响与新产品单位环境影响之比小于消费者偏好时,外包再制造和自主再制造都能实现降低环境影响和提高消费者剩余的双赢。第三,无论政府如何设置差别碳税,作为逐利者的整车厂无论如何都会拒绝授权再制造以扩大利润。此外,当新产品和再制造产品之间的碳税差距小于一定临界值时,整车厂的最优模式是外包再制造,其次是自我再制造。第四,我们的数值分析表明,新产品和再制造产品之间的碳税差距在最优再制造战略选择中起着至关重要的作用。值得注意的是,在做出最佳再制造选择时,应同时考虑废弃产品的回收规模和消费者对再制造产品的偏好。
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引用次数: 0
Price discovery redux—Analyzing energy spot and futures prices using a dynamic programming approach 价格发现再现--利用动态编程方法分析能源现货和期货价格
IF 13.6 2区 经济学 Q1 ECONOMICS Pub Date : 2024-10-14 DOI: 10.1016/j.eneco.2024.107965
Puneet Vatsa , Tatjana Miljkovic , Dragan Miljkovic
We employ dynamic time warping (DTW), a non-parametric pattern recognition technique based on a dynamic programming algorithm, to analyze whether futures markets for crude oil and natural gas have facilitated price discovery over the last decade. Should futures prices absorb and reflect information before spot prices, they will move first and lead spot prices, suggesting that they dominate spot prices and play an important role in price discovery. The results show that natural gas futures prices led spot prices more frequently between 2019 and 2023 than during the five years preceding this turbulent period. In the case of crude oil, however, futures prices lagged spot prices more often than leading them. The evidence suggests that futures prices have not consistently fulfilled their price discovery role in the two energy markets. The results also indicate that short-term futures contracts play a more dominant role in price discovery than long-term contracts. Additionally, we demonstrate the advantages of DTW: it lends itself well to analyzing small samples with different orders of integration; it can discover linear and nonlinear relationships between time series; notably, it can detect period-to-period changes in the duration and direction of lead-lag associations between two series and present the results intelligibly.
我们采用动态时间扭曲(DTW)--一种基于动态编程算法的非参数模式识别技术--来分析原油和天然气期货市场在过去十年中是否促进了价格发现。如果期货价格先于现货价格吸收和反映信息,那么期货价格将先于现货价格变动并领先于现货价格,这表明期货价格主导现货价格并在价格发现中发挥重要作用。结果显示,2019 年至 2023 年期间,天然气期货价格领先现货价格的频率高于这一动荡时期之前的五年。然而,就原油而言,期货价格滞后于现货价格的频率高于领先于现货价格的频率。这些证据表明,期货价格在这两个能源市场中并没有始终如一地发挥其价格发现作用。结果还表明,短期期货合约比长期合约在价格发现方面发挥着更主要的作用。此外,我们还展示了 DTW 的优势:它非常适合分析具有不同积分阶数的小样本;它可以发现时间序列之间的线性和非线性关系;值得注意的是,它可以检测两个序列之间前导-滞后关联的持续时间和方向的周期性变化,并将结果清晰地呈现出来。
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引用次数: 0
Natural resource assets management and urban carbon emission efficiency: Evidence from quasi-natural experiment in China 自然资源资产管理与城市碳排放效率:来自中国准自然实验的证据
IF 13.6 2区 经济学 Q1 ECONOMICS Pub Date : 2024-10-13 DOI: 10.1016/j.eneco.2024.107963
Muhetaer Siyiti, Xin Yao
Efficient management of natural resources plays an important role in improving urban low-carbon development. Based on panel data from 277 prefecture-level cities in China, this paper investigates the impact of the “Natural Resource Assets Management Audit” (NRAMA) policy on urban carbon emission efficiency (CEE) using the staggered DID approach. Our findings reveal that the NRAMA policy significantly improves urban CEE and shows heterogeneity from the perspective of regional features, city size, resource dependency, government intervention, and marketization level. The mechanism test results suggest that the pilot policy affects urban CEE through efficient natural resource utilization, better environmental protection, government audit, fiscal expenditures, and urban green innovation. Additionally, population density plays a significant moderating role. Our study supplements new evidence on the relationship between natural resource assets management and efficient carbon emission reduction and provides key insights regarding the effective implementation of the NRAMA policy.
自然资源的高效管理对提高城市低碳发展水平具有重要作用。本文基于中国 277 个地级市的面板数据,采用交错 DID 方法研究了 "自然资源资产管理审计"(NRAMA)政策对城市碳排放效率(CEE)的影响。研究结果表明,"自然资源资产管理审计 "政策显著提高了城市碳排放效率,并在区域特征、城市规模、资源依赖度、政府干预和市场化水平等方面表现出异质性。机制检验结果表明,试点政策通过有效的自然资源利用、更好的环境保护、政府审计、财政支出和城市绿色创新影响城市 CEE。此外,人口密度也起着重要的调节作用。我们的研究补充了自然资源资产管理与有效碳减排之间关系的新证据,并为有效实施自然资源资产管理政策提供了重要启示。
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引用次数: 0
Assessing regional energy security characteristics: Evidence from Chinese province-level data 评估区域能源安全特征:来自中国省级数据的证据
IF 13.6 2区 经济学 Q1 ECONOMICS Pub Date : 2024-10-13 DOI: 10.1016/j.eneco.2024.107964
Juntao Du , Hongwei Gu , Zhiyang Shen , Malin Song , Michael Vardanyan
Energy security is an essential driver of economic growth and social well-being. Countries worldwide are facing threats to their energy independence stemming from climate change, geopolitical instability, and rising energy prices. Given the significance of China's economy, any threat to its energy security is likely to have a negative impact on the global economy. We assess regional energy security in China using a panel of provinces for the period 2000–2019. We rely on multiple factors likely to affect regional energy independence to define an index of energy security. The entropy weight method, Dagum Gini ratio decompositions, and kernel density estimates are subsequently used to assess the differences in energy security levels across China's regions and their evolution over time. Our results provide evidence of a gradual decline in China's overall energy security, accompanied by increasing disparities in regional energy independence over time. Notably, more than half of the total gap in energy security can be attributed to regional differences among China's eastern, central, western, and northeastern provinces. In addition to their relevance to policymakers in China, our findings provide insights into strategies other developing countries can use to promote their energy independence.
能源安全是经济增长和社会福祉的重要推动力。世界各国正面临着气候变化、地缘政治不稳定和能源价格上涨等因素对能源独立性的威胁。鉴于中国经济的重要性,任何对其能源安全的威胁都可能对全球经济产生负面影响。我们使用 2000-2019 年期间的省份面板来评估中国的区域能源安全。我们依据可能影响地区能源独立性的多种因素来定义能源安全指数。随后,我们利用熵权法、达古姆基尼系数分解和核密度估计来评估中国各地区能源安全水平的差异及其随时间的演变。研究结果表明,随着时间的推移,中国的整体能源安全水平逐渐下降,同时地区间能源独立性的差异也在不断扩大。值得注意的是,能源安全总差距的一半以上可归因于中国东部、中部、西部和东北部省份之间的地区差异。除了与中国的政策制定者相关之外,我们的研究结果还为其他发展中国家促进能源独立的战略提供了启示。
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引用次数: 0
Climate change adaptation in China: Differences in electricity consumption between rural and urban residents 中国的气候变化适应:城乡居民用电量的差异
IF 13.6 2区 经济学 Q1 ECONOMICS Pub Date : 2024-10-12 DOI: 10.1016/j.eneco.2024.107958
Yefei Sun , Michael Hanemann
We use high-frequency electricity consumption data (17.58 million observations) at level of household to parameterize the relationship between household electricity consumption and temperature for southern China. We find that although urban households are more sensitive to extreme temperature than rural households, with climate warming, rural households would adopt climate change adaptive behavior (e.g. installing air-conditioning), and rural households' sensitivity to temperature would increase significantly. Considering the long-run response, we find that climate warming as predicted under the RCP8.5 scenario would lead to an increase of 23.42 % and 22.28 % in the summer peak electricity consumption of rural and urban households in 2061–2080. Compared with the results of short-run response, ignoring the long-run response would lead to the summer peak electricity consumption of rural and urban households being underestimated by 56.13 % and 20.11 %. Only for our research sample, the economic losses in rural and urban areas caused by climate warming are as high as 1.358 billion Chinese yuan and 0.617 billion Chinese yuan in 2061–2080 under the RCP 8.5 scenario. Climate change would bring serious losses to rural residents.
我们利用家庭层面的高频用电数据(1758 万个观测值),对中国南方家庭用电量与气温之间的关系进行了参数化。我们发现,虽然城市家庭比农村家庭对极端气温更敏感,但随着气候变暖,农村家庭会采取适应气候变化的行为(如安装空调),农村家庭对气温的敏感度会显著增加。考虑到长期响应,我们发现在 RCP8.5 情景下预测的气候变暖将导致 2061-2080 年农村和城市家庭夏季高峰用电量分别增加 23.42% 和 22.28%。与短期响应结果相比,忽略长期响应将导致农村和城市家庭夏季高峰用电量被低估 56.13 % 和 20.11 %。仅就我们的研究样本而言,在 RCP 8.5 情景下,2061-2080 年气候变暖对农村和城市造成的经济损失分别高达 13.58 亿元和 6.17 亿元。气候变化将给农村居民带来严重损失。
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引用次数: 0
Beyond volatility: Systemic resilience and risk mitigation in interconnected commodity markets 超越波动:相互关联的商品市场中的系统复原力和风险缓解
IF 13.6 2区 经济学 Q1 ECONOMICS Pub Date : 2024-10-12 DOI: 10.1016/j.eneco.2024.107953
Vipul Kumar Singh , Pawan Kumar
In today's interconnected commodity markets, understanding volatility spillover dynamics is crucial. This research builds on Diebold & Yilmaz (2012, 2014) to estimate System Resilience, a vital measure for investors and policymakers. By using connectedness-based estimates, a unique stability score for each system component is constructed and aggregated to estimate overall System Resilience. This concept is applied to three key commodity segments: Energy, Agriculture, and Metals. Results show that most commodities, especially bullion, maintain moderate stability, offering investment alternatives even during periods of heightened systemic risk. The study also examines rolling estimates of System Resilience to identify early warning signals through increased standard deviation in successive resilience series. Tipping points indicate critical slowdowns where recovery to a stable state is hindered. Findings suggest that apart from the Global Financial Crisis (GFC), commodity portfolios remain relatively stable. The implications are significant for energy policymakers, traders, and financial investors. Early detection of warning signals supports strategic risk management. This research contributes to academic discourse and provides actionable insights, highlighting the importance of early warning indicators in enhancing financial resilience in an ever-evolving market landscape. It underscores the value of foresight in navigating global financial stability.
在当今相互关联的商品市场中,了解波动溢出动态至关重要。本研究以 Diebold & Yilmaz(2012 年,2014 年)为基础,对投资者和政策制定者的重要衡量标准--系统弹性进行估算。通过使用基于连通性的估算,为每个系统组件构建了一个独特的稳定性分数,并将其汇总以估算整体系统复原力。这一概念适用于三个关键商品领域:能源、农业和金属。结果显示,大多数商品,尤其是金银,都保持了适度的稳定性,即使在系统性风险加剧的时期,也能提供投资选择。该研究还检查了系统复原力的滚动估算值,通过连续复原力序列中标准偏差的增加来识别预警信号。临界点表示恢复到稳定状态受到阻碍的临界放缓。研究结果表明,除全球金融危机(GFC)外,大宗商品投资组合保持相对稳定。这对能源政策制定者、交易商和金融投资者来说意义重大。及早发现预警信号有助于战略风险管理。这项研究为学术讨论做出了贡献,并提供了可行的见解,强调了预警指标在不断变化的市场环境中增强金融复原力的重要性。它强调了前瞻性在驾驭全球金融稳定方面的价值。
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Energy Economics
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