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Reading between the lines: Quantitative text analysis of banking crises 字里行间的解读:银行危机的定量文本分析
IF 1.2 Q3 ECONOMICS Pub Date : 2024-09-12 DOI: 10.1016/j.rie.2024.101000
Emile du Plessis

Digital transformation entails new sources of economic information in the form of rich texts, which can provide a deeper understanding of banking sector developments. With textual data available and accessible in digital format, this paper develops three distinct indices based on a large corpus of economic news articles to forecast banking crises. The methodological approaches feature the identification of key topics within a large volume of texts. A Banking Crisis Lexicon Index and Sentiment Index are developed through analysing a vast number of economic articles to detect the evolution of banking sector discourse. Findings from Granger causality highlight leading indicator status of the Banking Crisis Lexicon Index, signalling a change in the banking crisis series four years in advance, accentuated by innovations from a VAR analysis using Cholesky decomposition, and substantiated by receiver operating characteristics with under the curve estimates suggesting robust predictive performance strength above 70%, on a global scale, for developed economies and crisis countries. Serving as benchmark, the Sentiment Index constitutes a concurrent indicator, which moves in tandem with the crisis series, thereby providing more granular information on banking developments. A combined Banking Crisis Lexicon and Sentiment Index exhibits solid forecasting performance, which is comparable to the Banking Crisis Lexicon Index, yet with shorter lead time. In a robustness test, German-based indices outperform those based on English reporting in a predominantly German speaking region, highlighting the value of textual analysis in the vernacular. In reading between the lines, this paper contributes to the literature on quantitative analyses of textual data in constructing text-based banking crisis indicators to support a preemptive policy response.

数字化转型带来了以丰富文本为形式的新经济信息来源,可以让人们更深入地了解银行业的发展。由于文本数据可以通过数字格式获取,本文在大量经济新闻文章的基础上开发了三种不同的指数来预测银行业危机。这些方法的特点是在大量文本中识别关键主题。通过分析大量经济文章来检测银行业言论的演变,从而开发出银行业危机词典指数和情绪指数。格兰杰因果关系的研究结果凸显了银行业危机词典指数的领先指标地位,它提前四年预示着银行业危机系列的变化,利用 Cholesky 分解法进行的 VAR 分析所带来的创新更加突出了这一点,而接收器操作特征则证实了这一点,其曲线下估计值表明,在全球范围内,对发达经济体和危机国家的强劲预测性能强度超过 70%。作为基准,情绪指数是一个并行指标,与危机序列同步变化,从而提供有关银行业发展的更细化信息。银行业危机词典和情绪指数的组合表现出稳健的预测性能,可与银行业危机词典指数相媲美,但提前期更短。在一项稳健性测试中,在一个以德语为主的地区,基于德语的指数优于基于英语报告的指数,这凸显了语言文本分析的价值。从字里行间可以看出,本文为有关文本数据定量分析的文献做出了贡献,有助于构建基于文本的银行业危机指标,支持先发制人的政策应对。
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引用次数: 0
CBDC and banking stability: Modeling cascading effects on reserves, lending, and liquidity CBDC 与银行业稳定性:模拟对储备金、贷款和流动性的连带效应
IF 1.2 Q3 ECONOMICS Pub Date : 2024-09-12 DOI: 10.1016/j.rie.2024.101005
Gilles Brice M'bakob , Anatole Tchounga

This research uses a dynamic modelling approach to design and simulate an equilibrium model of the interaction between CBDC issuance, deposits and bank reserves. With many central banks announcing their intention to issue central bank digital currencies (CBDCs), it has become imperative to rigorously analyse the potential impact of these issues on the banking system. This study aims to examine the implications of the introduction of CBDCs within a robust analytical framework, in order to inform policymakers and financial sector players about the possible consequences of this major monetary innovation. The study results show that overconfidence of economic agents towards CBDCs can drastically reduce bank reserves, thereby limiting the lending capacity of banks and creating liquidity problems. Similarly, increasing reserve requirements in fiat currency for each unit of CBDC issued can constrain bank reserves and restrict loans and deposits. Additionally, a rise in interest rates on CBDC-related loans can discourage borrowers, thereby reducing loan demand and affecting banking activity. An increase in interest rates leads to a decrease in the quantity of CBDC in circulation, an increase in bank reserves and deposits in CBDC, and a decrease in bank loans. Monitoring the level of confidence of economic agents towards CBDCs is crucial to avoid excessive speculation.

本研究采用动态建模方法,设计并模拟了 CBDC 发行、存款和银行储备之间相互作用的均衡模型。随着许多中央银行宣布有意发行中央银行数字货币(CBDCs),严格分析这些问题对银行系统的潜在影响已成为当务之急。本研究旨在一个稳健的分析框架内研究引入 CBDCs 的影响,以便让政策制定者和金融业参与者了解这一重大货币创新可能带来的后果。研究结果表明,经济主体对 CBDC 的过度信任会大幅降低银行准备金,从而限制银行的贷款能力,造成流动性问题。同样,提高每发行一单位 CBDC 的法定货币储备要求也会限制银行储备,限制贷款和存款。此外,与 CBDC 相关的贷款利率上升会打击借款人的积极性,从而减少贷款需求,影响银行活动。利率上升会导致 CBDC 流通量减少,银行准备金和 CBDC 存款增加,银行贷款减少。要避免过度投机,监测经济主体对银行间债券市场的信心水平至关重要。
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引用次数: 0
Private ownership in monopolistic competition models 垄断竞争模式中的私有制
IF 1.2 Q3 ECONOMICS Pub Date : 2024-09-11 DOI: 10.1016/j.rie.2024.101003
Vincent Boitier

Motivated by empirical evidence, I study the properties of a monopolistic competition model with private ownership. Toward that goal, I consider a monopolistic competition model with additive preferences, homogeneous workers and homogeneous firms. I then introduce in such a standard framework a single additional ingredient: private ownership. Private ownership means that each firm is owned and managed by a single household called the entrepreneur, and this entrepreneur receives profits as sole revenues. In turn, private ownership changes the nature of entry. Free entry in the industry is no longer satisfied. Rather, the number of firms is now determined through occupational choice. Armed with this new framework, I provide a full characterization of a market equilibrium, and compare it to the standard model with collective ownership and free entry. Notably, I find new results concerning optimality, the transmission of aggregate shocks and the ability of the new model to replicate well-established empirical facts.

受经验证据的启发,我研究了私有制垄断竞争模型的特性。为此,我考虑了一个具有加法偏好、同质工人和同质企业的垄断竞争模型。然后,我在这样一个标准框架中引入了一个附加要素:私有制。私有制意味着每家企业都由一个被称为企业家的家庭拥有和管理,该企业家获得利润作为唯一收入。反过来,私有制也改变了进入的性质。行业的自由进入不再得到满足。相反,企业数量现在是通过职业选择来决定的。有了这个新框架,我对市场均衡进行了全面描述,并将其与集体所有制和自由进入的标准模型进行了比较。值得注意的是,我发现了有关最优性、总体冲击传递以及新模型复制既定经验事实能力的新结果。
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引用次数: 0
Resilient forces: The role of intangible capital in mitigating financial contagion dynamics 弹性力量:无形资本在缓解金融疫情动态中的作用
IF 1.2 Q3 ECONOMICS Pub Date : 2024-09-07 DOI: 10.1016/j.rie.2024.101001
Çiğdem Ateş-Saygılı

This essay explores the mechanics of financial shocks within a globalized framework, employing a two-country macroeconomic model to distinguish between core and periphery economies. Our research indicates that intangible assets, serving as stable collateral, respond more robustly to economic shocks than traditional physical forms. Moreover, the study highlights the complex transmission mechanisms of productivity and leverage shocks, revealing that while the financial sector effectively assimilates the positive economic outcomes resulting from a productivity shock, leverage shocks, despite depleting capital, paradoxically stimulate overall economic output.

本文采用两国宏观经济模型,区分核心经济体和外围经济体,在全球化框架内探讨金融冲击的机理。我们的研究表明,作为稳定抵押品的无形资产比传统的有形资产更能有力地应对经济冲击。此外,研究还强调了生产率和杠杆率冲击的复杂传导机制,揭示了金融部门在有效吸收生产率冲击带来的积极经济成果的同时,杠杆率冲击尽管会消耗资本,却会自相矛盾地刺激整体经济产出。
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引用次数: 0
The effect of human capital on the trade-growth nexus: A dynamic panel threshold analysis 人力资本对贸易-增长关系的影响:动态面板阈值分析
IF 1.2 Q3 ECONOMICS Pub Date : 2024-09-01 DOI: 10.1016/j.rie.2024.100988
Mariem Gharsallah, Salwa Trabelsi

This paper analyzes the nonlinear effect of trade openness on economic growth over a sample of developed and developing countries during the period 1980–2020. Using a Dynamic Panel Threshold Model advanced by Seo and Shin (2016), and Seo et al., (2019), the results prove the existence of a human capital's threshold level above it openness to trade has a positive effect on economic growth. More precisely, trade can enhance economic performance if the human capital is high, otherwise, the effect is negative.

本文以发达国家和发展中国家为样本,分析了 1980-2020 年间贸易开放对经济增长的非线性影响。利用 Seo 和 Shin(2016 年)以及 Seo 等人(2019 年)提出的动态面板阈值模型,结果证明存在一个人力资本阈值水平,在该水平之上,贸易开放对经济增长有积极影响。更确切地说,如果人力资本较高,贸易可以提高经济表现,反之,则效果为负。
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引用次数: 0
A stochastic-demographic model to explain success and dominance in international sports 解释国际体育赛事成功与主导地位的随机人口统计模型
IF 1.2 Q3 ECONOMICS Pub Date : 2024-08-24 DOI: 10.1016/j.rie.2024.100990
Julian Alexander Klöcker, Frank Daumann

We model a stochastic, demographic-based framework to examine how an empirically proven, so-called first mover advantage affects the long-term sporting success of states by considering, among other things, demographic developments and the accumulation of sport-related human capital. In order to clarify and formalize this advantage in a sports economics framework, we draw on the concept of the stochastic dominance. Since our model is dynamic, it allows us to show how the probability of success of a nation evolves and under which conditions the stochastic dominance reduces.

我们建立了一个基于人口统计的随机框架模型,通过考虑人口发展和与体育相关的人力资本积累等因素,研究经验证明的所谓先发优势如何影响国家在体育方面的长期成功。为了在体育经济学框架内阐明并正式表述这一优势,我们借鉴了随机优势的概念。由于我们的模型是动态的,因此可以展示一个国家的成功概率是如何演变的,以及在哪些条件下随机优势会减弱。
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引用次数: 0
Effect of climate finance on environmental quality: A global analysis 气候融资对环境质量的影响:全球分析
IF 1.2 Q3 ECONOMICS Pub Date : 2024-08-24 DOI: 10.1016/j.rie.2024.100989
Tibi Didier Zoungrana , Aguima Aimé Bernard Lompo , Daouda Lawa tan Toé

Climate finance is an increasingly sought-after instrument for reducing greenhouse gas emissions by financing adaptation and mitigation measures. There is a global commitment to achieve the Sustainable Development Goals (SDGs), particularly with regard to tackling climate change. The mobilization and use of climate finance could influence environmental quality. This paper focuses on analyzing the impact of climate finance on environmental quality in 111 countries worldwide over the period 2000-2019. This study uses the generalized method of moments (GMM) in panel data. The main results indicate a positive effect of climate finance on environmental quality, reflecting the theory of financial ecology. More specifically, climate finance targeting climate change mitigation measures has a significant effect on environmental quality. Member countries of the United Nations Framework Convention on Climate Change (UNFCCC) and private sector actors should implement strategies to monetize climate finance and invest heavily in mitigation and adaptation measures to improve environmental quality.

气候融资是通过资助适应和减缓措施来减少温室气体排放的一种日益受追捧的工具。全球都致力于实现可持续发展目标(SDGs),尤其是在应对气候变化方面。气候融资的动员和使用可影响环境质量。本文重点分析了 2000-2019 年间气候融资对全球 111 个国家环境质量的影响。研究使用了面板数据中的广义矩方法(GMM)。主要结果表明,气候融资对环境质量有积极影响,反映了金融生态学理论。更具体地说,以减缓气候变化措施为目标的气候融资对环境质量有显著影响。联合国气候变化框架公约》(UNFCCC)成员国和私营部门行动者应实施气候融资货币化战略,大力投资于减缓和适应措施,以改善环境质量。
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引用次数: 0
Examining the New Keynesian Phillips Curve in the U.S.: Why has the relationship between inflation and unemployment weakened? 研究美国的新凯恩斯主义菲利普斯曲线:通胀与失业之间的关系为何减弱?
IF 1.2 Q3 ECONOMICS Pub Date : 2024-08-20 DOI: 10.1016/j.rie.2024.100987
Rouven E. Haschka

This paper conducts a comprehensive review of the relationship between inflation and unemployment in the U.S. as described by the Phillips curve in a New Keynesian framework and investigates whether this relationship has changed systematically over time. We also aim to identify possible explanations for these changes. Three different hypotheses are discussed to assess whether they are consistent with more recent developments, such as the evolution of inflation expectations, the impact of globalization, and possible nonlinearities in the functional shape of the Phillips curve. We find that the relationship between inflation and unemployment has weakened since the 1980s and especially during the Covid-19 pandemic due to forces of globalization and better anchored inflation expectations resulting from more credible monetary policy. This has led to question of whether the Phillips curve is outdated. We conclude with the implications of these findings for the conduct of monetary policy.

本文全面回顾了新凯恩斯主义框架下菲利普斯曲线所描述的美国通货膨胀与失业之间的关系,并研究了这种关系是否随着时间的推移而发生了系统性变化。我们还旨在找出这些变化的可能解释。我们讨论了三种不同的假设,以评估它们是否与近期的发展相一致,如通胀预期的演变、全球化的影响以及菲利普斯曲线函数形状中可能存在的非线性。我们发现,自 20 世纪 80 年代以来,特别是在科维德-19 大流行病期间,通货膨胀与失业之间的关系有所减弱,原因是全球化的力量以及更可信的货币政策使通货膨胀预期更加稳定。这引发了菲利普斯曲线是否已经过时的问题。最后,我们将阐述这些发现对货币政策实施的影响。
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引用次数: 0
Bayesian probability revision and infection prevention behavior in Japan: A quantitative analysis of the first wave of COVID-19 贝叶斯概率修正与日本的感染预防行为:COVID-19 第一波定量分析
IF 1.2 Q3 ECONOMICS Pub Date : 2024-07-16 DOI: 10.1016/j.rie.2024.100986
Shin Kinoshita , Masayuki Sato , Takanori Ida

The relationship between cognitive biases and infection prevention behavior remains unexplored in the existing literature. This study uses data from a questionnaire survey conducted in Japan on the first wave of Coronavirus Disease 2019 (COVID-19) from February to May 2020 to empirically investigate the impact of Bayesian probability inference, the influence of cognitive biases of PCR test results on infection prevention behavior, and the discrepancy between infection prevention intentions and behaviors. We used a bivariate ordinal probit model when considering the correlation between behaviors. The results showed that the higher probability responses, implying pessimistic biases, were more likely to indicate that declaring a state of emergency was necessary and effective, and were more health-oriented in ensuring infection prevention behavior even at the expense of the economy. However, the study found that although they wanted to reduce the frequency of their outings and the number of people they met, they did not reduce them in terms of actual behavior change. It also found that those with pessimistic biases had a higher WTP for the vaccine.

认知偏差与感染预防行为之间的关系在现有文献中仍未得到探讨。本研究利用 2020 年 2 月至 5 月在日本进行的第一波冠状病毒病 2019(COVID-19)问卷调查数据,实证研究了贝叶斯概率推断的影响、PCR 检测结果的认知偏差对感染预防行为的影响以及感染预防意愿与行为之间的差异。在考虑行为之间的相关性时,我们使用了双变量序数概率模型。结果显示,概率较高的回答意味着悲观偏差,他们更倾向于表示宣布紧急状态是必要且有效的,并且在确保感染预防行为方面更以健康为导向,甚至不惜牺牲经济利益。然而,研究发现,尽管他们希望减少外出的频率和接触的人数,但在实际行为改变方面并没有减少。研究还发现,有悲观偏见的人对疫苗的 WTP 值更高。
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引用次数: 0
Revisiting the economic growth on Latin American and Caribbean Countries: The role of trade and democracy 重新审视拉丁美洲和加勒比国家的经济增长:贸易和民主的作用
IF 1.2 Q3 ECONOMICS Pub Date : 2024-07-06 DOI: 10.1016/j.rie.2024.100985
Vitor Bernard de Souza Santos , Mauricio Vaz Lobo Bittencourt

Latin American and Caribbean countries have had a singular path of growth throughout their history. This paper aimed to analyze the economic growth in Latin America and the Caribbean (LAC) countries, setting the focus on the politics and trade outcomes. Working with a dynamic panel of biannual growth from 1981 to 2018 for nineteen countries, we apply the System Generalized Method of Moments (SYS-GMM), allowing to some covariates to be endogenous to the growth process. We do not observe income convergence in LAC countries, as well as any effect of being a democracy on growth. We found a positive and significant effect of trade measures on growth. We perform a series of alternative specifications and our main results do not change.

拉丁美洲和加勒比国家在其历史上一直走着一条独特的增长之路。本文旨在分析拉丁美洲和加勒比地区(LAC)国家的经济增长,重点关注政治和贸易成果。我们采用系统广义矩量法(SYS-GMM)对 19 个国家从 1981 年到 2018 年的两年期增长进行动态面板分析,允许某些协变量是增长过程的内生变量。我们没有观察到拉丁美洲和加勒比国家的收入趋同,也没有观察到民主制度对经济增长的影响。我们发现贸易措施对经济增长有积极而显著的影响。我们采用了一系列替代规格,主要结果没有变化。
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引用次数: 0
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Research in Economics
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