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Economic policy uncertainty and spillovers in selected emerging market economies: time- and frequency-domain approach 选定新兴市场经济体的经济政策不确定性和溢出效应:时域和频域方法
IF 1.2 Q3 ECONOMICS Pub Date : 2024-06-26 DOI: 10.1108/jfep-09-2023-0287
Abigail Naa Korkor Adjei, George Tweneboah, Peterson Owusu Junior

Purpose

This study aims to investigate the amount and direction of economic policy uncertainty (EPU) spillover among six emerging market economies (EMEs), and to also ascertain arguments on the increased volatilities of uncertainty in most EMEs.

Design/methodology/approach

This study adopts a recent methodology developed by Baruník and Krehlík’s (2018) methodology to measure pairwise, composite and net spillover. This methodology helps investigate the size and direction of EPU spillover in EMEs. The unique feature of this methodology is its ability to capture frequency domain as well as time-frequency dynamics.

Findings

Inter-country static spillover connectedness among the EPU of the selected EMEs show that Korea-EPU is the main transmitter and recipient of spillover shocks among the EMEs across all frequency bands. The findings from this study also show evidence of spillover between EPU, GDP and SPX across the EMEs. The time-varying total spillover index analysis shows evidence of overall connectedness across the selected EMEs. Overall connectedness is highest in the short term. We document that global economic and financial events intensify the volatility of the total spillover across the selected EMEs.

Originality/value

This study extends the literature on studies conducted on EMEs as studies on EPU spillover has mainly focused on advanced economies. To address the limitation of previous empirical studies that were unable to address the amount and direction of spillover from a country to other countries, this study offers new insight on country-specific spillover amounts and causal patterns “to” and “from” the selected EMEs. The findings throw more light on the network connectedness across EMEs and hence aids investors to undertake precise investment decisions and intelligently plan their portfolio diversification strategies. We then introduce two new variables to the analysis and record evidence of high connectedness between EPU, gross domestic product and share price index in all the frequency bands.

目的本研究旨在调查六个新兴市场经济体(EMEs)之间经济政策不确定性(EPU)溢出的数量和方向,同时确定大多数新兴市场经济体不确定性波动性增加的论据。设计/方法/途径本研究采用了Baruník和Krehlík(2018)最近开发的方法来衡量成对溢出、复合溢出和净溢出。该方法有助于研究EPU在EMEs中的溢出规模和方向。该方法的独特之处在于它能够捕捉频域和时频的动态变化。研究结果选定的欧洲经济和货币中心国家EPU之间的国家间静态溢出连通性显示,韩国-EPU是所有频段的欧洲经济和货币中心国家之间溢出冲击的主要传播者和接受者。这项研究的结果还显示,EPU、国内生产总值和 SPX 之间的溢出效应在各经济大国之间存在。随时间变化的总溢出指数分析表明,有证据表明选定的新兴市场经济体之间存在整体联系。总体关联度在短期内最高。我们发现,全球经济和金融事件加剧了所选 EMEs 总溢出的波动性。原创性/价值 由于有关 EPU 溢出效应的研究主要集中在发达经济体,本研究扩展了有关 EMEs 研究的文献。以往的实证研究无法解决从一国向其他国家溢出的数量和方向问题,为了解决这一局限,本研究对 "向 "和 "从 "选定的中小型企业溢出的具体国家溢出数量和因果模式提出了新的见解。研究结果进一步揭示了新兴市场经济体之间的网络关联性,从而帮助投资者做出准确的投资决策,并明智地规划投资组合多元化战略。然后,我们在分析中引入了两个新变量,并记录了在所有频段中 EPU、国内生产总值和股价指数之间高度关联的证据。
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引用次数: 0
The heterogeneous effects of macroeconomic and financial factors on financial deepening in Africa: evidence from a method of moments quantile regression analysis 宏观经济和金融因素对非洲金融深化的异质性影响:矩量回归分析法的证据
IF 1.2 Q3 ECONOMICS Pub Date : 2024-06-26 DOI: 10.1108/jfep-07-2023-0199
Bahati Sanga, Meshach Aziakpono

Purpose

This paper aims to investigate the heterogeneous effects of macroeconomic and financial factors across various distributions of financial deepening in 22 African countries over the past two decades (2000–2019).

Design/methodology/approach

The paper uses a recent method of moments quantile regression, which accounts for the often overlooked heterogeneity effects. The analysis focuses on the banking sector, which is predominant in Africa, using a broad range of macroeconomic and financial indicators.

Findings

The findings show that gross domestic product per capita positively and significantly impacts financing deepening with an increasing marginal benefit as depth increases. Trade openness positively and substantially affects only high financial deepening. Real interest rate, real exchange rate and inflations negatively and significantly affect financial deepening, especially at higher than lower levels. Financial stability positively and substantially influences financial deepening with an increasing marginal benefit as the depth increases. Bank lending interest rate, bank lending–deposit rate spread, bank concentration and return on equity negatively and substantially impact higher levels of financial deepening than lower levels.

Practical implications

These findings are crucial to policymakers and development partners, as promoting a favourable financial environment and stable macroeconomic policies based on the heterogeneity of financial depths can increase debt financing in Africa.

Originality/value

To the best of the authors’ knowledge, this paper is one of the first attempts to analyse the heterogeneous effects of macroeconomic and financial determinants on varying levels of financial depth in Africa.

本文旨在研究过去二十年(2000-2019 年)22 个非洲国家的宏观经济和金融因素对不同金融深化分布的异质性影响。本文采用最新的矩量回归方法,该方法考虑了经常被忽视的异质性影响。研究结果研究结果表明,人均国内生产总值对融资深化有显著的正向影响,边际效益随着融资深化程度的增加而增加。贸易开放度只对金融深化程度高的国家产生积极而重大的影响。实际利率、实际汇率和通货膨胀率对金融深化有显著的负面影响,尤其是在较高水平而非较低水平时。金融稳定性对金融深化有积极而重大的影响,边际效益随着金融深化程度的增加而增加。这些发现对政策制定者和发展合作伙伴至关重要,因为根据金融深度的异质性来促进有利的金融环境和稳定的宏观经济政策,可以增加非洲的债务融资。 原创性/价值 据作者所知,本文是分析宏观经济和金融决定因素对非洲不同金融深度的异质性影响的首次尝试之一。
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引用次数: 0
Social unrest and bank liquidity creation: evidence from MENA banks 社会动荡与银行流动性创造:来自中东和北非银行的证据
IF 1.2 Q3 ECONOMICS Pub Date : 2024-06-14 DOI: 10.1108/jfep-09-2023-0257
Saibal Ghosh

Purpose

A host of studies have assessed the determinants of bank liquidity creation, highlighting the relevance of macroeconomic and microeconomic factors. However, whether and how social unrest impacts bank liquidity creation remains a moot issue. To inform this debate, this study aims to exploit bank-level data for Middle East and North Africa (MENA) countries covering the period 2010–2019 to assess the interlinkage between social unrest and bank liquidity creation.

Design/methodology/approach

In view of the staggered inception of social unrest across MENA countries, the author uses a difference-in-differences specification to tease out the causal impact.

Findings

The findings reveal that the Arab Spring improves liquidity creation after onboarding after confounding factors. This impact differs across conventional and Islamic banks and differs across asset side (market) and liability side (funding) liquidity creation. The evidence also underscores the positive real effects of such liquidity creation on real economic output.

Originality/value

This is one of the early studies exploiting a large sample of MENA banks to examine this issue in a systematic manner.

目的 大量研究评估了银行创造流动性的决定因素,强调了宏观经济和微观经济因素的相关性。然而,社会动荡是否以及如何影响银行流动性的创造仍是一个悬而未决的问题。为了给这一争论提供信息,本研究旨在利用 2010-2019 年期间中东和北非(MENA)国家的银行级数据,评估社会动荡与银行流动性创造之间的相互联系。研究结果研究结果表明,"阿拉伯之春 "在混淆因素后改善了入职后的流动性创造。这种影响在传统银行和伊斯兰银行之间存在差异,在资产方(市场)和负债方(资金)流动性创造方面也存在差异。证据还强调了这种流动性创造对实际经济产出的积极实际影响。
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引用次数: 0
The new monetary policy regime under central bank’s abundant balance sheet: the case of the Federal Reserve 中央银行充裕资产负债表下的新货币政策体系:美联储案例
IF 1.2 Q3 Economics, Econometrics and Finance Pub Date : 2024-06-11 DOI: 10.1108/jfep-08-2023-0235
Fotios Siokis
PurposeThe transmission of monetary policy has received considerable attention due to the sizable enlargement of the Federal Reserve’s balance sheet and consequently of the large reserve balances held by the Depository Institutions. This paper aims to investigate whether changes in the quantity of the reserve balances during the so-called normalization period and the COVID-19 crisis put significant pressure on short-term interest rates and specifically on the Effective Federal Funds rate (EFFR).Design/methodology/approachUnder the new monetary policy regime, with two newly administered interest rates, the authors use the spread of the Federal Funds rates and the Interest on Reserve Balances (as a measure of the price of liquidity. With the means of various models such as the structural vector autoregression, the authors investigate, for two different subsample periods, the effectiveness of the monetary policy and the creation of (any) liquidity effects.FindingsThe results showed that when the Fed decreases its balance sheet size, during the normalization period, significant liquidity effects are present meaning that the authorities could influence the stage of the short-term interest rates under the new monetary policy regime. However, this relationship appears to weaken considerably as the level of reserve balances, particularly in response to the COVID-19 pandemic, increases substantially. The authors enriched the findings by highlighting the role of the benchmark repo rate. During the COVID-19 period, and in light of abundant reserve balances, the repo rate reacts more vigorously to a reduction in reserves, whereas an increase in the repo rate seems to exert a strong positive influence on the EFFR.Originality/valueThe findings are very important for the efficiency of the monetary transmission mechanism. An expanded balance sheet is still considered an arcane concept in regard to the structure and its effects on monetary policy implementation. This is one of the only few studies that investigates the effect of the abundant reserve balances on the short-term interest rates for two different in nature subsample periods. It shows as well the interplay between short-term interest rates, secured and unsecured.
目的 由于美联储资产负债表的大幅扩大,存款机构持有的大量储备余额也随之增加,货币政策的传导受到了广泛关注。本文旨在研究在所谓的正常化时期和 COVID-19 危机期间,准备金余额数量的变化是否对短期利率,特别是对有效联邦基金利率(EFFR)造成了重大压力。设计/方法/方法在新的货币政策体制下,有两种新管理的利率,作者使用联邦基金利率和准备金余额利息的利差(作为流动性价格的衡量标准)。研究结果表明,当美联储在正常化期间减少其资产负债表规模时,流动性效应显著,这意味着在新的货币政策制度下,当局可以影响短期利率的阶段。然而,随着储备金余额水平的大幅增加,尤其是 COVID-19 大流行的影响,这种关系似乎大大减弱。作者通过强调基准回购利率的作用丰富了研究结果。在 COVID-19 期间,由于储备金余额充裕,回购利率对储备金减少的反应更为强烈,而回购利率的提高似乎对 EFFR 有很大的积极影响。扩大资产负债表的结构及其对货币政策实施的影响仍被认为是一个神秘的概念。本研究是仅有的几项研究之一,它调查了两个不同性质的子样本时期,丰富的储备余额对短期利率的影响。它还显示了短期利率、有担保利率和无担保利率之间的相互作用。
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引用次数: 0
Towards the recalibration of US dollar’s international dominance 重新调整美元的国际主导地位
IF 1.2 Q3 Economics, Econometrics and Finance Pub Date : 2024-06-07 DOI: 10.1108/jfep-08-2023-0206
Jamilu Iliyasu, Suleiman O. Mamman, A. Abubakar
PurposeThis paper aims to examine the impact of United States (US) financial sanctions on the international dominance of the US dollar.Design/methodology/approachThe survival analysis technique, which incorporates survival and hazard probabilities to determine the probability of central banks' reserve recalibration, is adopted for analysis.FindingsThe result shows that the probability of central banks recalibrating the dollar share of their official reserve currencies would increase by 60% for every ten additional financial sanctions by the United States. This could imply that more sanctions might have unintended consequences on the international reserve currency dominance of the US dollar.Originality/valueTo the best of the authors’ knowledge, this study may be a novel attempt to use survival analysis to examine the impact of financial sanctions on the US dollar’s international reserve currency dominance.
本文旨在研究美国金融制裁对美元国际主导地位的影响。本文采用生存分析技术进行分析,该技术结合了生存概率和危险概率来确定中央银行重新调整储备的概率。这可能意味着,更多的制裁可能会对美元的国际储备货币主导地位产生意想不到的后果。原创性/价值据作者所知,本研究可能是使用生存分析法来研究金融制裁对美元的国际储备货币主导地位的影响的一次新尝试。
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引用次数: 0
Bank fundamental dynamics: the role of optimal bank management 银行基本动态:优化银行管理的作用
IF 1.2 Q3 Economics, Econometrics and Finance Pub Date : 2024-06-04 DOI: 10.1108/jfep-04-2023-0094
Moch. Doddy Ariefianto, Tasha Sutanto, Cecilia Jesslyn

Purpose

This study aims to investigate the dynamic relationships between profitability, credit risk, liquidity risk and capital in Indonesian banking industry.

Design/methodology/approach

The authors use a panel vector autoregression model that incorporates macroeconomic variables: growth, interest rate, foreign exchange. The analysis is based on a monthly panel data set of 88 banks spanning from January 2012 to September 2021, which comprises 10,296 bank-month observations.

Findings

Our key findings highlight (i) permanent credit cost and liquidity cost pass through practices, (ii) complementary function of liquidity and capital, (iii) earning management motivated asset write off and (iv) credit risk-liquidity risk neutrality. In addition, the authors observe that the banks demonstrated resilience to macroeconomic shocks.

Research limitations/implications

Our study have shown some interesting dynamic patterns of fundamentals; nevertheless, unified theoretical underpinning of the process is still unavailable. This should be an important future reasearch avenue.

Practical implications

The study brings significant implications for regulatory and supervisory practices aimed at enhancing the financial stability of banks.

Originality/value

We conduct estimation of Indonesian banks system in dynamic perspective and perform impulses responses.

本研究旨在调查印尼银行业的盈利能力、信贷风险、流动性风险和资本之间的动态关系。作者使用了面板向量自回归模型,该模型包含宏观经济变量:增长、利率和外汇。分析基于 2012 年 1 月至 2021 年 9 月期间 88 家银行的月度面板数据集,该数据集包含 10,296 个银行月的观测值。研究结果我们的主要研究结果强调了(i)永久性信贷成本和流动性成本传递实践,(ii)流动性和资本的互补功能,(iii)收益管理激励资产注销,以及(iv)信贷风险-流动性风险中性。此外,作者还注意到,银行对宏观经济冲击表现出很强的抵御能力。研究局限/启示我们的研究显示了一些有趣的基本面动态模式,但对这一过程仍缺乏统一的理论支撑。这应该是未来的一个重要研究方向。实践意义本研究对旨在增强银行金融稳定性的监管和监督实践具有重要意义。 原创性/价值我们从动态角度对印尼银行系统进行了估计,并进行了脉冲响应。
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引用次数: 0
The asymmetric impact of monetary policy and firm leverage on firm investment: some insights from Pakistan 货币政策和企业杠杆对企业投资的非对称影响:巴基斯坦的一些启示
IF 1.2 Q3 Economics, Econometrics and Finance Pub Date : 2024-06-03 DOI: 10.1108/jfep-05-2023-0124
Farooq Ahmad, Abdul Rashid, Anwar Shah

Purpose

This paper aims to investigate whether negative and positive monetary policy (MP) shocks have asymmetric impacts on corporate firms’ investment decisions in Pakistan using firm-level panel data set. Moreover, the authors emphasized on symmetric effects of MP; the authors examine whether high-leverage and low-leverage firms respond differently to negative and positive unanticipated shocks in MP instruments.

Design/methodology/approach

In contrast to the conventional framework of VAR, it uses an alternative methodology of Taylor rule to estimate unanticipated MP shocks. The two-step system-generalized method of movement (GMM) estimation method is applied to examine the effect of MP shocks on firm investment through leverage-based asymmetry.

Findings

The two-step system-GMM estimation results indicate that unanticipated negative changes (unfavorable shocks) in MP instruments have negative, significant effects on investment. In contrast, unanticipated positive changes (favorable shocks) have statistically insignificant impacts on firm investment. The results also reveal that firm leverage has a significant role in establishing the effect of unanticipated negative changes in MP instruments on investments. Finally, the results indicate that high-leverage firms respond more to negative changes than low-leverage firms. Yet, the results show that only low-leverage firms positively respond to unanticipated positive shocks in MP.

Practical implications

The findings of the paper suggest that MP authorities should pay due attention to the asymmetric effects of MP shocks on firm investment while designing MP. Because firm leverage has a significant influence on the effects of MP shocks, firm managers should take into account such role of leverage while deciding capital structure of their firms.

Originality/value

First, unlike “Keynesian asymmetry” and most of published empirical research work, the authors use both unanticipated negative and positive MP shocks simultaneously. Departing from the conventional empirical literature, the authors differentiate between unanticipated positive and negative shocks in MP using the backward-looking Taylor rule. Second, the authors contribute to the existing literature by investigating the differential effects of positive and negative unanticipated MP shocks on firms’ investment decisions. Unlike the published studies that have emphasized on the symmetric effects of MP, the authors examine whether high-leverage and low-leverage firms respond differently to negative and positive unanticipated shocks in MP instruments.

目的 本文旨在利用公司层面的面板数据集,研究消极和积极的货币政策(MP)冲击是否会对巴基斯坦公司企业的投资决策产生非对称影响。此外,作者还强调了货币政策的对称效应;作者研究了高杠杆率和低杠杆率企业是否对货币政策工具中的负面和正面非预期冲击做出了不同的反应。设计/方法/途径与传统的 VAR 框架不同,本文使用泰勒规则的替代方法来估计非预期的货币政策冲击。结果两步系统-广义运动法(GMM)估计结果表明,MP 工具中未预期的负向变化(不利冲击)对投资有显著的负向影响。相反,非预期的正向变化(有利冲击)对企业投资的影响在统计上并不显著。结果还显示,企业杠杆在确定MP工具的非预期负面变化对投资的影响方面具有重要作用。最后,结果表明,高杠杆企业比低杠杆企业对负面变化的反应更大。本文的研究结果表明,MP 管理机构在设计 MP 时应充分关注 MP 冲击对企业投资的非对称影响。首先,与 "凯恩斯不对称 "和大多数已发表的实证研究工作不同,作者同时使用了未预期的负向和正向 MP 冲击。与传统的实证文献不同,作者利用后向泰勒规则区分了MP中的非预期正向和负向冲击。其次,作者通过研究未预期的正负MP冲击对企业投资决策的不同影响,为现有文献做出了贡献。与已发表的强调 MP 对称效应的研究不同,作者研究了高杠杆率和低杠杆率企业对 MP 工具中负面和正面非预期冲击的反应是否不同。
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引用次数: 0
Banking competition in Indonesia: does Fintech lending matters? 印度尼西亚的银行业竞争:金融科技贷款是否重要?
IF 1.2 Q3 Economics, Econometrics and Finance Pub Date : 2024-05-31 DOI: 10.1108/jfep-12-2023-0365
Salsa Dilla, Aidil Rizal Shahrin, Fauzi Zainir

Purpose

This paper aims to examine how the rise of financial technology (Fintech) lending affects bank competition. Moreover, this study also identifies the structure of Indonesian commercial banking sector and the different behaviour of competition among bank groups (based on their size, type and ownership) and the joint impact of COVID-19 due to the rise of Fintech lending.

Design/methodology/approach

Using an unbalanced panel data set of 118 commercial banks in Indonesia over the period 2018–2022, both static panel and 2SLS/IV data analysis were used and found that random effect model is the best model.

Findings

The results show that the Indonesian commercial banking sector can be considered as monopolistic competition. Moreover, using the Lerner index reveals that the entry of the Fintech lenders increases bank competition. Furthermore, there were different responses to the impact of Fintech lending on bank competition among state-owned banks, private banks, regional development banks and foreign banks. Greater efficiency and stability lead to greater market power. In the meantime, higher level of asset growth, capitalisation and cost-to-income ratio increase the competition. Lastly, higher bank credit growth and lower inflation boost overall bank competitiveness.

Practical implications

This study highlights some policy recommendations for commercial banks to be aware of the coming of Fintech lenders because they have started to increase the market competition. The government should create a more collaborative ecosystem between banks and Fintech lending to anticipate unhealthy competition.

Originality/value

This study will contribute to the literature by expanding the determinants of bank competition by considering the rise of Fintech lending in the market.

本文旨在研究金融科技(Fintech)贷款的兴起如何影响银行竞争。此外,本研究还确定了印尼商业银行部门的结构和银行集团之间不同的竞争行为(基于其规模、类型和所有权),以及 COVID-19 因金融科技贷款的兴起而产生的共同影响。设计/方法/方法使用 2018-2022 年期间印尼 118 家商业银行的非平衡面板数据集,采用静态面板和 2SLS/IV 数据分析,发现随机效应模型是最佳模型。研究结果结果表明,印尼商业银行部门可视为垄断竞争。此外,利用勒纳指数可以看出,金融科技贷款机构的进入增加了银行竞争。此外,国有银行、私营银行、地区发展银行和外资银行对金融科技贷款对银行竞争的影响反应不同。更高的效率和稳定性会带来更大的市场力量。同时,资产增长、资本化和成本收入比水平的提高也会加剧竞争。最后,较高的银行信贷增长和较低的通货膨胀率提升了银行的整体竞争力。 本研究强调了一些政策建议,商业银行应警惕金融科技贷款机构的到来,因为它们已开始加剧市场竞争。政府应在银行和金融科技贷款机构之间建立一个更具协作性的生态系统,以避免恶性竞争。原创性/价值本研究通过考虑金融科技贷款机构在市场中的崛起,拓展了银行竞争的决定因素,从而为相关文献做出了贡献。
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引用次数: 0
Financial globalization, governance and economic growth in Sub-Saharan Africa 撒哈拉以南非洲的金融全球化、治理和经济增长
IF 1.2 Q3 Economics, Econometrics and Finance Pub Date : 2024-05-31 DOI: 10.1108/jfep-08-2023-0234
Audrey Afua Foriwaa Adjei, John Gartchie Gatsi, Michael Owusu Appiah, Mac Junior Abeka, Peterson Owusu Junior

Purpose

The study aims to assess the interplay between financial globalization, effective governance and economic growth in sub-Saharan African (SSA) economies.

Design/methodology/approach

This study uses the Generalized Method of Moment Estimation and the Panel Quantile Regression techniques to analyze how financial globalization and governance impact sub-Saharan African economies.

Findings

The results show that governance is vital to the region's economic development. In order to achieve significant growth, sub-Saharan African economies must prioritize actions that promote good governance.

Research limitations/implications

The study is limited to sub-Saharan African economies.

Practical implications

It is crucial for the sub-Saharan Africa economies to concentrate on strengthening governance frameworks in order to realize its full economic potential because improvements in governance quality would have a favorable effect on economic growth.

Social implications

The findings indicate that both capital inflows and governance dynamics are essential for fostering economic growth in SSA economies. Also, balancing globalization's benefits with effective governance is crucial for promoting sustainable growth in SSA.

Originality/value

This paper fills a gap in literature by using the KOF financial globalization index to assess the impact of financial globalization and governance on economic growth in sub-Saharan African economies.

目的本研究旨在评估撒哈拉以南非洲经济体的金融全球化、有效治理和经济增长之间的相互作用。社会影响研究结果表明,资本流入和治理动态对于促进撒哈拉以南非洲经济体的经济增长至关重要。此外,平衡全球化的益处和有效的治理对于促进撒哈拉以南非洲地区的可持续增长也至关重要。
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引用次数: 0
Assessing Bitcoin, gold and gold-backed cryptocurrencies as safe havens for energy and agricultural commodities: insights from COVID-19, Russia–Ukraine conflict and SVB collapse 评估比特币、黄金和黄金支持的加密货币作为能源和农产品避风港的作用:从 COVID-19、俄乌冲突和 SVB 崩溃中得到的启示
IF 1.2 Q3 Economics, Econometrics and Finance Pub Date : 2024-05-31 DOI: 10.1108/jfep-12-2023-0386
Yasmine Snene Manzli, Ahmed Jeribi

Purpose

This paper aims to investigate the safe haven feature of Bitcoin, gold and two gold-backed cryptocurrencies (DGX and PAXG) against energy and agricultural commodities (crude oil, natural gas and wheat) during the COVID-19 pandemic, the Russia–Ukraine conflict and the Silicon Valley Bank (SVB) collapse.

Design/methodology/approach

The authors use the threshold GARCH (T-GARCH)-asymmetric dynamic conditional correlation (ADCC) model to evaluate the asymmetric dynamic conditional correlation between the return series and compare the diversifying, hedging and safe-haven ability of Bitcoin, gold and the two gold-backed cryptocurrencies (DGX and PAXG) against financial swings in the commodity market during the COVID-19 outbreak, the Russian–Ukrainian military conflict and SVB collapse. The authors also calculate the hedging ratios (HR) and hedging effectiveness index (HE). The authors finally use the wavelet coherence (WC) approach to check our results’ robustness and further investigate the impact of the three crises on the relationship between Bitcoin, gold gold-backed cryptocurrencies and commodities.

Findings

The results show that PAXG serves as a strong hedging instrument while gold, Bitcoin and DGX act as strong diversifiers during normal times. During crises, gold outperforms Bitcoin as a diversifier and a safe haven against commodities. Gold-backed cryptocurrencies also exhibit strong performance as diversifiers and safe havens. HR results indicate that Bitcoin and DGX are more cost-effective for commodities risk mitigation than gold and PAXG. In terms of hedging effectiveness, gold and PAXG emerge as the best hedging instruments for commodities, while DGX is considered the worst one. Bitcoin shows superior hedging against oil compared to wheat and gas risks. Moreover, the results of the WC approach confirm those of the T-GARCH-ADCC results in both the short and long run.

Originality/value

This paper provides a comprehensive analysis of the diversification ability of gold, Bitcoin and gold-backed cryptocurrencies during different crises (the COVID-19 pandemic, the Russia–Ukraine conflict and the SVB collapse). By taking into consideration gold-backed cryptocurrencies, the authors expand the understanding of safe havens beyond conventional assets.

目的本文旨在研究在 COVID-19 大流行、俄罗斯-乌克兰冲突和硅谷银行(SVB)倒闭期间,比特币、黄金和两种黄金支持的加密货币(DGX 和 PAXG)相对于能源和农产品(原油、天然气和小麦)的避风港特征。设计/方法/途径 作者使用阈值 GARCH(T-GARCH)-非对称动态条件相关性(ADCC)模型来评估收益序列之间的非对称动态条件相关性,并比较比特币、黄金和两种黄金支持的加密货币(DGX 和 PAXG)在 COVID-19 爆发、俄乌军事冲突和硅谷银行倒闭期间对商品市场金融波动的分散、对冲和避险能力。作者还计算了对冲比率(HR)和对冲有效性指数(HE)。最后,作者使用小波一致性(WC)方法检验了我们结果的稳健性,并进一步研究了三次危机对比特币、黄金支持的加密货币和大宗商品之间关系的影响。在危机期间,黄金作为多样化工具和商品避风港的表现优于比特币。黄金支持的加密货币作为多样化工具和避风港也表现强劲。人力资源结果表明,在降低商品风险方面,比特币和 DGX 比黄金和 PAXG 更具成本效益。就对冲效果而言,黄金和 PAXG 是最好的商品对冲工具,而 DGX 被认为是最差的对冲工具。与小麦和天然气风险相比,比特币对石油的对冲效果更好。此外,WC 方法的结果证实了 T-GARCH-ADCC 方法在短期和长期的结果。 原创性/价值 本文全面分析了黄金、比特币和黄金支持的加密货币在不同危机(COVID-19 大流行病、俄罗斯-乌克兰冲突和 SVB 崩溃)期间的多样化能力。通过考虑黄金支持的加密货币,作者将对避风港的理解扩展到了传统资产之外。
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引用次数: 0
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Journal of Financial Economic Policy
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