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Does the financialization of agricultural commodities impact food security? An empirical investigation 农产品金融化对粮食安全有影响吗?实证调查
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-01 DOI: 10.1016/j.bir.2024.01.001
Manogna R. L., Nishil Kulkarni

The possible effect of the financialization of agricultural commodities on food security has become an evolving worry in recent years. This study seeks to empirically investigate this complicated problem and influence policy choices to ensure a more stable and secure food system by analyzing the role of financialization in global food markets. The study uses the panel data regression model, moderating effects model, and panel data regression with threshold variable to analyze financialization due to three agricultural commodities: wheat, maize, and soybean. For wheat, maize, and soybean futures traded on the Chicago Board of Trade, we utilize data related to annual trading volume, annual open interest contracts, and a ratio of annual trading volume to annual open interest contracts. The sample covers five developed countries - the United States, Australia, Canada, France, and Germany, and seven developing countries- China, Russia, India, Indonesia, Brazil, Vietnam, and Thailand. Annual panel data are constructed for the 2000–2021 period. The Human Development Index (HDI) is the threshold variable to differentiate the impact across these countries. The findings reveal that the financialization of agricultural commodities has negatively impacted food security globally, with wheat and soybean having a greater negative impact than corn. Also, there is a more considerable impact on developing countries compared to developed countries. The study finds that monetary policy can potentially reduce the impact of agricultural financialization on food security. The findings of this paper act as a guide to assist policymakers in ensuring that the world's food supply stays secure and available.

近年来,农产品金融化对粮食安全可能产生的影响已成为一个不断演变的担忧。本研究试图通过分析金融化在全球粮食市场中的作用,对这一复杂问题进行实证研究,并影响政策选择,以确保粮食系统更加稳定和安全。本研究采用面板数据回归模型、调节效应模型和带阈值变量的面板数据回归模型,对小麦、玉米和大豆三种农产品的金融化进行分析。对于在芝加哥期货交易所交易的小麦、玉米和大豆期货,我们利用了与年度交易量、年度未平仓合约以及年度交易量与年度未平仓合约比率相关的数据。样本涵盖五个发达国家--美国、澳大利亚、加拿大、法国和德国,以及七个发展中国家--中国、俄罗斯、印度、印度尼西亚、巴西、越南和泰国。年度面板数据的时间跨度为 2000-2021 年。人类发展指数(HDI)是区分这些国家之间影响的临界变量。研究结果表明,农产品金融化对全球粮食安全产生了负面影响,其中小麦和大豆的负面影响大于玉米。此外,与发达国家相比,发展中国家受到的影响更大。研究发现,货币政策有可能减少农业金融化对粮食安全的影响。本文的研究结果可作为指南,帮助决策者确保世界粮食供应的安全和可获得性。
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引用次数: 0
A novel distance-based moving average model for improvement in the predictive accuracy of financial time series 提高金融时间序列预测准确性的新型基于距离的移动平均模型
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-01 DOI: 10.1016/j.bir.2024.01.011
Uğur Ejder , Selma Ayşe Özel

Time-series forecasting is essential for system analysis. Many traditional studies have paid attention to individual stock-oriented solutions and disregarded general approaches on financial time series or skipped the dynamics of the system and its triggering components. It is difficult to fully adapt to evolving market conditions with stable financial indicators. For this reason, the proposed novel distance-based exponential moving-average (DBEMA) model is dynamically designed to overcome the changing conditions of financial time series. A novel distance-based moving-average feature model can produce an adaptive prediction approach for financial time series. To evaluate the impact of the novel proposed DBEMA features, they are compared to the features selected by recursive feature elimination using classification and regression trees among the financial indicators, using benchmark classification models. To confirm the performance of the proposed novel distance-based moving-average features, the forecasting results of the features are compared using linear regression, bagged trees regressor, Gaussian naive Bayes, k-nearest neighbors, random forests, multilayer perceptron, convolutional neural network, long short-term memory, gated recurrent unit, and relative strength index method benchmark models. The experimental analysis has shown that methods with our proposed novel DBEMA features has better forecasting accuracy with respect to the methods without DBEMA. Therefore, the proposed novel distance-based moving-average methodology designed for financial time-series analysis demonstrates that it guides a new perspective in nonlinear time-series trends.

时间序列预测对于系统分析至关重要。许多传统研究只关注以个股为导向的解决方案,而忽视了金融时间序列的一般方法,或者跳过了系统的动态性及其触发因素。稳定的金融指标很难完全适应不断变化的市场条件。因此,所提出的基于距离的指数移动平均(DBEMA)模型是动态设计的,以克服金融时间序列不断变化的条件。基于距离的新型移动平均特征模型可以为金融时间序列提供一种自适应预测方法。为了评估所提出的新型 DBEMA 特征的影响,我们使用基准分类模型,将其与使用分类树和回归树在金融指标中递归特征消除所选择的特征进行了比较。为了证实所提出的基于距离的新型移动平均特征的性能,使用线性回归、袋装树回归器、高斯天真贝叶斯、k-近邻、随机森林、多层感知器、卷积神经网络、长短期记忆、门控递归单元和相对强弱指数法等基准模型比较了这些特征的预测结果。实验分析表明,与不使用 DBEMA 的方法相比,使用我们提出的新型 DBEMA 特征的方法具有更高的预测精度。因此,为金融时间序列分析而设计的基于距离的移动平均方法为非线性时间序列趋势提供了新的视角。
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引用次数: 0
Blockchain mania: A perspective on corporate executive opportunism 区块链狂热:企业高管机会主义透视
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-01 DOI: 10.1016/j.bir.2024.02.003
Qilin Wang , Yanhao Ding , Jinzhao Liu , Yehua Huang

This study investigates whether investors' overreactions to blockchain-related announcements is driven by corporate executive opportunism in the Chinese capital market. We manually collect blockchain-related announcements made by Chinese listed firms over 2016–2022 and conduct an event study to estimate market reaction. The announcements are further categorized as value-driven and speculation-driven announcements. Although both announcement types elicit positive short-term market reactions, the long-term reactions to speculation-driven announcements fade and even reverse, while the value-driven ones remain positive. Additionally, we determine that speculation-driven announcements are followed by seasoned equity offerings, negative news releases, and reductions in the stockholdings of large shareholders and executives, suggesting corporate executive opportunism. Finally, we demonstrate the efficacy of internal and external corporate governance in reducing corporate executive opportunism. Our study sheds light on market reactions to blockchain-related announcements from the perspective of executives’ opportunism.

本研究探讨了在中国资本市场上,投资者对区块链相关公告的过度反应是否受企业高管机会主义的驱动。我们人工收集了中国上市公司在2016-2022年间发布的区块链相关公告,并通过事件研究来估计市场反应。这些公告被进一步分为价值驱动型公告和投机驱动型公告。虽然两种类型的公告都会引起积极的短期市场反应,但投机驱动型公告的长期反应会减弱甚至逆转,而价值驱动型公告的长期反应仍然积极。此外,我们还发现,投机驱动型公告发布后,大股东和高管都会进行股票发行、发布负面新闻和减持股票,这表明公司高管存在机会主义。最后,我们证明了内部和外部公司治理在减少公司高管机会主义方面的功效。我们的研究从高管机会主义的角度揭示了市场对区块链相关公告的反应。
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引用次数: 0
Exploring the impact of financial literacy on predicting credit default among farmers: An analysis using a hybrid machine learning model 探索金融知识对预测农民信贷违约的影响:使用混合机器学习模型进行分析
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-01 DOI: 10.1016/j.bir.2024.01.006
Zhiqiang Lu , Hongyu Li , Junjie Wu

This study explores whether financial literacy can enhance the ability to predict credit default by farmers using machine-learning models. It introduces a hybrid model combining k-means clustering and Adaboost to predict loan default using data on 10,396 farmers who obtained credit from Chinese rural commercial banks, including demographics, household finance, credit history, and financial literacy. We systemically compare the results of models with and without financial literacy variables, which indicate significant improvement in the predictive accuracy about credit risk when financial literacy factors are included. Our findings confirm that financial literacy is a crucial indicator of farmers' ability to make informed financial decisions, reducing their likelihood of loan default and suggesting its utility as a screening tool or supplementary credit risk assessment variable. This research has profound implications for financial inclusion and credit risk management, indicating that financial institutions can leverage financial literacy data to evaluate farmers’ creditworthiness and design effective financial education programs. This study enriches the literature on credit risk prediction by introducing financial literacy as a predictor of credit default.

本研究利用机器学习模型探讨了金融知识能否提高预测农户信贷违约的能力。研究利用从中国农村商业银行获得信贷的 10,396 位农民的数据,包括人口统计学、家庭财务、信贷历史和金融素养,引入了一个结合了 k-means 聚类和 Adaboost 的混合模型来预测贷款违约。我们对包含和不包含金融知识变量的模型结果进行了系统比较,结果表明,当包含金融知识因素时,信用风险预测的准确性显著提高。我们的研究结果证实,金融知识是衡量农民做出明智金融决策能力的重要指标,可降低他们拖欠贷款的可能性,并表明金融知识可作为筛选工具或补充信贷风险评估变量。这项研究对普惠金融和信贷风险管理有着深远的影响,表明金融机构可以利用金融素养数据来评估农民的信用度,并设计有效的金融教育计划。本研究通过引入金融知识作为信贷违约的预测因素,丰富了有关信贷风险预测的文献。
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引用次数: 0
The role of financial and trade globalization in enhancing environmental sustainability: Evaluating the effectiveness of carbon taxation and renewable energy in EU member countries 金融和贸易全球化在提高环境可持续性方面的作用:评估欧盟成员国碳税和可再生能源的有效性
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-01 DOI: 10.1016/j.bir.2024.01.004
Ayhan Nadiri , Veclal Gündüz , Tomiwa Sunday Adebayo

The study addresses the pressing issue of environmental degradation, pinpointing carbon dioxide (CO2) emissions as its primary driver, posing a threat to global environmental sustainability, including the member countries of the European Union (EU). Global warming problems persist, but previous studies have not adequately explored the factors that contribute to a reduction in carbon emissions in EU countries. The paper fills the gap by assessing the efficacy of carbon tax and eco-innovation in mitigating CO2 levels from 1994 to 2019, considering the influence of renewable energy and various aspects of globalization. The study establishes long-term associations among the indicators examined using advanced methodologies, including the cross-sectional autoregressive distributed lag approach and the Westerlund cointegration method. Notably, the results highlight that carbon taxes, eco-innovation, renewable energy, and globalization contribute to slowing environmental deterioration, and economic progress plays a role in mitigating environmental sustainability challenges in EU member states. These findings reinforce the importance of robust strategies for reducing CO2 emissions and minimizing adverse environmental impacts.

该研究探讨了环境退化这一紧迫问题,指出二氧化碳(CO2)排放是环境退化的主要驱动因素,对全球环境可持续性构成威胁,其中包括欧盟(EU)成员国。全球变暖问题持续存在,但以往的研究并未充分探讨欧盟国家减少碳排放的因素。本文考虑到可再生能源和全球化各方面的影响,评估了从 1994 年到 2019 年碳税和生态创新在降低二氧化碳水平方面的功效,从而填补了这一空白。研究采用先进的方法,包括横截面自回归分布滞后法和韦斯特伦德协整法,确定了所研究指标之间的长期关联。值得注意的是,研究结果突出表明,碳税、生态创新、可再生能源和全球化有助于减缓环境恶化,而经济进步在减轻欧盟成员国环境可持续性挑战方面发挥着作用。这些发现强化了减少二氧化碳排放和最大限度降低不利环境影响的有力战略的重要性。
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引用次数: 0
The relationship between shari’ah convergence and market-to-book value: A case study of firms in Islamic countries 伊斯兰教法趋同与市场账面价值之间的关系:伊斯兰国家企业案例研究
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-01 DOI: 10.1016/j.bir.2024.02.001
Deniz Parlak , Mehmet Emin Yildiz , Naci Yilmaz

This study ranks 1235 companies operating in 10 different Islamic countries according to their degree of Shari'ah convergence and investigates the relationship between a firm's market-to-book ratio and convergence to Shari'ah rules. We determine Shari'ah screening variables by reviewing existing Shari'ah market indices and their screening rules; variable weights are determined using the criterion impact loss (CILOS) method, a well-known, multicriteria decision-making technique. The results show that the degree of Shari'ah convergence has a statistically significant negative effect on the market-to-book ratio, which can be seen as a proxy for the market value of equity.

本研究根据在 10 个不同伊斯兰国家运营的 1235 家公司的伊斯兰教法趋同程度对其进行排名,并调查公司的市账率与伊斯兰教法规则趋同之间的关系。我们通过审查现有的伊斯兰教法市场指数及其筛选规则来确定伊斯兰教法筛选变量;使用标准影响损失(CILOS)方法(一种著名的多标准决策技术)来确定变量权重。结果表明,伊斯兰教法的趋同程度在统计上对市场账面比率有显著的负面影响,而市场账面比率可被视为股票市场价值的代表。
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引用次数: 0
ESG performance and organizational resilience ——based on an “extreme heat event” 基于 "极端高温事件 "的 ESG 业绩和组织复原力
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-01 DOI: 10.1016/j.bir.2023.12.007
Haiyue Liu , Qin Zhang , Xin Xia , Xite Yang , Zhimin Yi , Longfei Yue , Linya Huang

This study evaluated the organizational resilience of Chinese listed companies under extreme heat events based on the cumulative abnormal return of stocks during severe environmental disturbances. Based on institutional, stakeholder, and risk management theories, the extreme heat event in August 2022 was chosen as the research setting to evaluate the relationships between environmental, social, and governance (ESG) performances and organizational resilience. Results showed that ESG performances significantly improve company resilience in market short-term response. The significantly improved resilience effects were observed in non-state-owned enterprises and companies in low-carbon pilot cities. Further analysis revealed that companies with varying levels of ESG performances demonstrate significant differences in long-term profitability potential. This study has important implications for further research on the effect of ESG performance on company resilience and provides a basis for enhancing company stability and flexibility during frequent extreme weather events.

本研究基于严重环境干扰期间股票的累计异常回报,评估了极端高温事件下中国上市公司的组织韧性。基于制度理论、利益相关者理论和风险管理理论,选择 2022 年 8 月的极端高温事件作为研究背景,评估环境、社会和治理(ESG)绩效与组织弹性之间的关系。结果表明,环境、社会和治理绩效能显著提高公司在市场短期反应中的应变能力。在非国有企业和低碳试点城市的企业中,抗风险能力的提高效果明显。进一步的分析表明,不同ESG绩效水平的公司在长期盈利潜力方面存在明显差异。本研究对进一步研究环境、社会和治理绩效对公司抗风险能力的影响具有重要意义,并为在极端天气事件频发时增强公司的稳定性和灵活性提供了依据。
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引用次数: 0
Managerial overconfidence and corporate information disclosure 管理者过度自信与公司信息披露
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-01 DOI: 10.1016/j.bir.2023.12.011
Yang Hu , Yingying Ye , Xiaobo Yu , Xiuting Piao , Lan Huang , Baohua Li

By extracting detailed birth information for managers of Chinese listed firms from 2011 to 2021, we developed a novel measure of overconfidence and applied it to the corporate information disclosure. Our findings demonstrated a close association between managerial overconfidence and both mandatory and voluntary disclosure behaviors exhibited by firms. Specifically, managerial overconfidence significantly contributed to an increase in accrual-based earnings management and the voluntary disclosure of Corporate Social Responsibility (CSR) information by firms. Furthermore, we observed that overconfident managers were more inclined to adopt a positive disclosure tone and tend to underestimate future risks in forward-looking information disclosure. In our additional analysis, we uncovered evidence suggesting that various factors, including corporate governance practices, the types of actual controllers, financing constraints, analyst following, and market competition, might all play a role in influencing corporate information disclosure behavior driven by managerial overconfidence. This study expands on the economic implications of the Upper Echelons Theory and offers pertinent recommendations to enhance the quality of information disclosure.

通过提取 2011 年至 2021 年中国上市公司经理人的详细出生信息,我们开发了一种新的过度自信度量方法,并将其应用于企业信息披露。我们的研究结果表明,管理者过度自信与企业的强制性和自愿性信息披露行为之间存在密切联系。具体而言,管理者过度自信极大地促进了权责发生制收益管理和企业自愿披露企业社会责任(CSR)信息的增加。此外,我们还观察到,过度自信的管理者更倾向于采用积极的信息披露基调,并倾向于在前瞻性信息披露中低估未来风险。在补充分析中,我们发现有证据表明,包括公司治理实践、实际控制人类型、融资限制、分析师跟踪和市场竞争在内的各种因素,都可能在管理者过度自信的驱动下对企业信息披露行为产生影响。本研究阐述了上层理论的经济含义,并为提高信息披露质量提出了中肯的建议。
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引用次数: 0
The link between Chinese belt and road initiative and foreign direct investment inflows in Southern Africa 中国的 "一带一路 "倡议与流入南部非洲的外国直接投资之间的联系
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-01 DOI: 10.1016/j.bir.2023.12.012
Gift Andrew Sabola

This study investigates the association between infrastructure development in China's Belt and Road Initiative (BRI) and foreign direct investment (FDI) inflows to southern Africa, using a propensity score matching–difference-in-difference (PSM-DID) regression. The empirical examination is based on a sample of eight southern African countries selected based on data availability. We find that China's BRI has significantly positive effects on FDI inflows to southern Africa. Therefore, governments and development policy makers in southern African countries are recommended to devise supporting policies in order to ensure that the BRI leads to sustainable FDI inflows and sustainable economic growth. The study makes significant contributions to theory, policy, and practice. In policy and practice, our study is valuable for policy-making on driving FDI inflows. However, the context of the study is specifically southern Africa, hence, the results might not be generalizable to other African regions or Africa as a whole, so further research is needed to consider those areas.

本研究采用倾向得分匹配-差分回归法(PSM-DID),探讨了中国 "一带一路 "倡议(BRI)中的基础设施建设与流入南部非洲的外国直接投资(FDI)之间的关联。实证研究以八个南部非洲国家为样本,根据数据的可获得性进行选择。我们发现,中国的金砖倡议对流入南部非洲的外国直接投资具有显著的积极影响。因此,建议南部非洲国家的政府和发展政策制定者制定配套政策,以确保 "金砖倡议 "带来可持续的外国直接投资流入和可持续的经济增长。本研究为理论、政策和实践做出了重大贡献。在政策和实践方面,我们的研究对推动外国直接投资流入的政策制定很有价值。然而,本研究的背景是南部非洲,因此研究结果可能无法推广到其他非洲地区或整个非洲,因此需要进一步研究这些领域。
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引用次数: 0
Digital financial inclusion in the context of financial development: Environmental destruction or the driving force for technological advancement 金融发展背景下的数字普惠金融:环境破坏还是技术进步的动力
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-01 DOI: 10.1016/j.bir.2024.01.003
Tran Thi Kim Oanh

This study employs the panel vector autoregression model to investigate how digital financial inclusion (DFI), technological advancement, environmental conditions, and economic growth are interconnected in 16 low financial development countries (LFDCs) and 29 high financial development countries (HFDCs) from 2015 to 2020. The results of the impulse response function reveal that in LFDCs, DFI enhances environmental quality while promoting technological progress. However, this improvement in environmental quality results in a decline in economic growth in these countries. In HFDCs, the promotion of DFI results in economic growth; however, it is accompanied by a decrease in environmental quality. Furthermore, the results of variance decomposition demonstrate that the interconnection among DFI, economic growth, environmental quality, and technological progress is more closely related in LFDCs than in HFDCs. Based on the findings, we recommend relevant policy implications for the respective country groups.

本研究采用面板向量自回归模型,研究了2015-2020年16个低金融发展水平国家(LFDCs)和29个高金融发展水平国家(HFDCs)的数字金融包容性(DFI)、技术进步、环境条件和经济增长之间的相互关系。脉冲响应函数的结果显示,在低金融发展水平国家,发展筹资倡议在促进技术进步的同时也提高了环境质量。然而,环境质量的改善导致这些国家的经济增长下降。在高频发展中经济体,发展筹资倡议的促进带来了经济增长,但同时也导致了环境质量的下降。此外,方差分解的结果表明,与高频发展中国家相比,低频发展中国家的发展成果转化、经济增长、环境质量和技术进步之间的相互关系更为密切。根据研究结果,我们提出了对相应国家组的相关政策影响。
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引用次数: 0
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Borsa Istanbul Review
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