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The interplay between economic policy uncertainty and corporate bond yield in emerging Asian markets 亚洲新兴市场经济政策不确定性与公司债券收益率之间的相互作用
IF 1.7 Q2 ECONOMICS Pub Date : 2024-01-04 DOI: 10.1108/jes-07-2023-0385
Mohit Kumar, P. Krishna Prasanna

Purpose

To investigate the role of domestic and foreign economic policy uncertainty (EPU) in driving the corporate bond yields in emerging markets.

Design/methodology/approach

The study utilizes monthly data from January 2008 to June 2023 from the selected emerging economies. The data analysis is conducted using univariate, bivariate and multivariate statistical techniques. The study includes bond market liquidity and global volatility (VIX) as control variables.

Findings

Domestic EPU has a significant role in driving corporate bond yields in these markets. The study finds weak evidence to support the role of the USA EPU in influencing corporate bond yields in emerging economies. Domestic EPU holds more weight and influence than the EPU originating from the United States of America.

Research limitations/implications

The findings provide useful insights to policymakers about the potential impact of policy uncertainty on corporate bond yields and enable them to make informed decisions regarding economic policies that maintains financial stability. Understanding the relationship between EPU and corporate bond yields enables investors to optimize their investment decisions in emerging market economies, opens the scope for further research on the interaction between EPU and volatility and other attributes of fixed income markets.

Originality/value

Focuses specifically on the emerging market economies in Asia, providing an in-depth analysis of the dynamics and challenges faced by these countries, Explores the influence of both domestic and the USA EPU on corporate bond yields in emerging markets, offering valuable insights into the transmission channels and impact of EPU from various sources.

目的研究国内外经济政策不确定性(EPU)在推动新兴市场公司债券收益率方面的作用。数据分析采用了单变量、双变量和多变量统计技术。研究将债券市场流动性和全球波动率(VIX)作为控制变量。研究发现,支持美国 EPU 影响新兴经济体公司债券收益率的证据不足。研究局限性/意义研究结果为政策制定者提供了有关政策不确定性对公司债券收益率潜在影响的有用见解,使他们能够就维护金融稳定的经济政策做出明智决策。原创性/价值特别关注亚洲新兴市场经济体,深入分析了这些国家的动态和面临的挑战,探讨了国内和美国 EPU 对新兴市场经济体公司债券收益率的影响,为了解不同来源的 EPU 的传导渠道和影响提供了宝贵的见解。
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引用次数: 0
Environmental awareness and firm creation 环保意识和企业创建
IF 1.7 Q2 ECONOMICS Pub Date : 2024-01-03 DOI: 10.1108/jes-07-2023-0360
K. Peren Arin, Alessandro De Iudicibus, Nagham Sayour, Nicola Spagnolo

Purpose

This study tests whether environmental awareness affects firm creation by using Google Trends data and a novel region-level data set from Italy.

Design/methodology/approach

Forward-looking entrepreneurs drive firm creation. The authors hypothesize that more environmentally conscious entrepreneurs will emerge as environmental awareness rises, increasing the number of green and energy firms. The authors test the prediction using Google Trends data and a novel region-level data set from Italy.

Findings

The authors find that not only the number of green and energy-innovative firms but also that of all innovative start-ups increases with rising environmental consciousness. The results imply some “innovation spillover” effects from green sectors to other industries with rising environmental awareness.

Originality/value

The paper hypothesizes that as environmental awareness rises, more environmental-conscious entrepreneurs will emerge, which would increase the number of green and energy firms. Robustness and falsification tests are also offered.

目的本研究通过使用谷歌趋势数据和来自意大利的新型地区级数据集,检验环境意识是否会影响企业创建。作者假设,随着环保意识的提高,会出现更多具有环保意识的企业家,从而增加绿色和能源企业的数量。作者利用谷歌趋势数据和来自意大利的新型地区级数据集对这一预测进行了检验。研究结果作者发现,随着环境意识的提高,不仅绿色和能源创新型企业的数量会增加,而且所有创新型初创企业的数量也会增加。结果表明,随着环保意识的提高,绿色行业对其他行业产生了一定的 "创新溢出 "效应。原创性/价值本文假设,随着环保意识的提高,将会出现更多具有环保意识的企业家,这将增加绿色和能源企业的数量。本文还提供了稳健性检验和证伪检验。
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引用次数: 0
Disinflation costs and macroprudential policies: real and welfare effects 通货紧缩成本和宏观审慎政策:实际影响和福利影响
IF 1.7 Q2 ECONOMICS Pub Date : 2023-12-28 DOI: 10.1108/jes-03-2023-0161
Francesco Busato, Maria Ferrara, Monica Varlese

Purpose

This paper analyzes real and welfare effects of a permanent change in inflation rate, focusing on macroprudential policy’ role and its interaction with monetary policy.

Design/methodology/approach

While investigating disinflation costs, the authors simulate a medium-scale dynamic general equilibrium model with borrowing constraints, credit frictions and macroprudential authority.

Findings

Providing discussions on different policy scenarios in a context where still it is expected high inflation, there are three key contributions. First, when macroprudential authority actively operates to improve financial stability, losses caused by disinflation are limited. Second, a Taylor rule directly responding to financial variables might entail a trade-off between price and financial stability objectives, by increasing disinflation costs. Third, disinflation is welfare improving for savers, while costly for borrowers and banks. Indeed, while savers benefit from policies reducing price stickiness distortion, borrowers are worried about credit frictions, coming from collateral constraint.

Practical implications

The paper suggests threefold policy implications: the macroprudential authority should actively intervene during a disinflation process to minimize costs and financial instability deriving from it; policymakers should implement a disinflationary policy stabilizing also output; the central bank and the macroprudential regulator should pursue financial and price stability goals, separately.

Originality/value

This paper is the first attempt to study effects of a permanent inflation target reduction in focusing on the macroprudential policy’ role.

本文分析了通胀率永久性变化的实际影响和福利影响,重点研究了宏观审慎政策的作用及其与货币政策的互动关系。首先,当宏观审慎当局积极改善金融稳定时,通货紧缩造成的损失是有限的。其次,直接应对金融变量的泰勒规则可能会增加通货紧缩的成本,从而在价格和金融稳定目标之间做出权衡。第三,通货紧缩会改善储蓄者的福利,而对借款人和银行来说则代价高昂。事实上,储蓄者可以从减少价格粘性扭曲的政策中受益,而借款人则担心抵押品约束带来的信贷摩擦。实践意义本文提出了三方面的政策含义:宏观审慎监管机构应在通货紧缩过程中积极干预,以最大限度地降低通货紧缩带来的成本和金融不稳定性;政策制定者应实施同时稳定产出的通货紧缩政策;中央银行和宏观审慎监管机构应分别追求金融和价格稳定目标。
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引用次数: 0
An empiric on geopolitical risk and the tourism–economic growth nexus 地缘政治风险与旅游业-经济增长关系的实证研究
IF 1.7 Q2 ECONOMICS Pub Date : 2023-12-26 DOI: 10.1108/jes-08-2023-0459
K. Sandar Kyaw, Yun Luo, Glauco De Vita

Purpose

This study empirically examines the moderating role of geopolitical risk on the tourism–economic growth nexus by applying a recent geopolitical risk indicator developed by Caldara and Iacoviello (2022) in a cross-country panel data growth model context for a sample of 24 countries.

Design/methodology/approach

A Dummy Variable Least Squares panel data model, nonparametric covariance matrix estimator and SYS-GMM estimation techniques are employed for the analysis. The authors capture the GPR moderating effect by disaggregating the cross-country sample according to low versus high country GPR score and through a GPR interaction coefficient. Several controls are included in the models such as gross fixed capital formation and—consistent with Barro (1990)—government consumption. Trade openness is used to account for the export-led growth effect. In line with neoclassical growth theory (e.g. Barro, 1991), the authors also include the real interest rate, to account for policy makers' commitment to macroeconomic stability, financial depth, as a proxy for financial development, population growth and the level of secondary school education. The authors also control for unobserved country-specific and time-invariant effects.

Findings

The research finds that the interaction term of geopolitical risk significantly contributes to the predictive ability of the regression and provides empirical evidence that confirms that only in low geopolitical risk countries international tourism positively and significantly contributes to economic growth. Important theoretical and policy implications flow from these findings.

Originality/value

The study not only contributes to advancing academic knowledge on the tourism–growth nexus, it also has impact beyond academia. Many countries have in the past pursued and many continue to pursue, tourism specialization and/or tourism-led growth strategies based on the theoretically well-established and empirically validated positive link between inbound tourism and economic growth. The findings alert policy makers in such countries to the significant moderating role that geopolitical risk plays in affecting the above-mentioned relationship and to the importance of prioritizing geopolitical stability as a policy precursor for the successful implementation of such strategies.

目的 本研究通过将 Caldara 和 Iacoviello(2022 年)最新开发的地缘政治风险指标应用于跨国面板数据增长模型,以 24 个国家为样本,实证检验了地缘政治风险对旅游-经济增长关系的调节作用。作者根据国家 GPR 低分和高分对跨国样本进行分类,并通过 GPR 交互系数来捕捉 GPR 调节效应。在模型中加入了一些控制因素,如固定资本形成总额以及与 Barro(1990 年)一致的政府消费。贸易开放度用于解释出口带动增长的效应。根据新古典增长理论(如 Barro,1991 年),作者还纳入了实际利率,以考虑决策者对宏观经济稳定的承诺、金融深度(作为金融发展的替代)、人口增长和中学教育水平。研究发现,地缘政治风险的交互项显著提高了回归的预测能力,并提供了经验证据,证实只有在地缘政治风险较低的国家,国际旅游业才会对经济增长产生积极而显著的促进作用。这些发现产生了重要的理论和政策影响。 原创性/价值 该研究不仅有助于推进有关旅游业与经济增长关系的学术知识,其影响也超越了学术界。许多国家过去和现在都在追求旅游专业化和/或以旅游为主导的增长战略,这些战略的基础是在理论上已经确立并在实证中得到验证的入境旅游与经济增长之间的正向联系。研究结果提醒这些国家的决策者注意地缘政治风险在影响上述关系方面发挥的重要调节作用,以及优先考虑地缘政治稳定作为成功实施此类战略的政策先决条件的重要性。
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引用次数: 0
Monetary policy in practice: do central banks respond to movements in exchange rate and credit growth? 实践中的货币政策:中央银行是否会对汇率和信贷增长的变动做出反应?
IF 1.7 Q2 ECONOMICS Pub Date : 2023-12-26 DOI: 10.1108/jes-05-2023-0258
Hai Le, Phuong Nguyen

Purpose

This study examines the importance of exchange rate and credit growth fluctuations when designing monetary policy in Thailand. To this end, the authors construct a small open economy New Keynesian dynamic stochastic general equilibrium (DSGE) model. The model encompasses several essential characteristics, including incomplete financial markets, incomplete exchange rate pass-through, deviations from the law of one price and a banking sector. The authors consider generalized Taylor rules, in which policymakers adjust policy rates in response to output, inflation, credit growth and exchange rate fluctuations. The marginal likelihoods are then employed to investigate whether the central bank responds to fluctuations in the exchange rate and credit growth.

Design/methodology/approach

This study constructs a small open economy DSGE model and then estimates the model using Bayesian methods.

Findings

The authors demonstrate that the monetary authority does target exchange rates, whereas there is no evidence in favor of incorporating credit growth into the policy rules. These findings survive various robustness checks. Furthermore, the authors demonstrate that domestic shocks contribute significantly to domestic business cycles. Although the terms of trade shock plays a minor role in business cycles, it explains the most significant proportion of exchange rate fluctuations, followed by the country risk premium shock.

Originality/value

This study is the first attempt at exploring the relevance of exchange rate and credit growth fluctuations when designing monetary policy in Thailand.

目的 本研究探讨了泰国在制定货币政策时汇率和信贷增长波动的重要性。为此,作者构建了一个小型开放经济新凯恩斯动态随机一般均衡(DSGE)模型。该模型包含几个基本特征,包括不完全金融市场、不完全汇率传递、偏离一价定律和银行业。作者考虑了广义泰勒规则,其中决策者根据产出、通货膨胀、信贷增长和汇率波动调整政策利率。本研究构建了一个小型开放经济 DSGE 模型,然后使用贝叶斯方法对模型进行了估计。研究结果 作者证明,货币当局确实以汇率为目标,但没有证据表明将信贷增长纳入政策规则是正确的。这些结果经受住了各种稳健性检验。此外,作者还证明了国内冲击对国内商业周期的重大影响。虽然贸易条件冲击在商业周期中所起的作用不大,但它却能解释汇率波动中最重要的部分,其次是国家风险溢价冲击。
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引用次数: 0
A novel market sentiment measure: assessing the link between VIX and the Global Consciousness Projects data 新颖的市场情绪衡量标准:评估 VIX 与全球意识项目数据之间的联系
IF 1.7 Q2 ECONOMICS Pub Date : 2023-12-26 DOI: 10.1108/jes-11-2023-0663
Ulf Holmberg

Purpose

The primary objective of this research is to explore the potential of utilizing Global Consciousness Project (GCP) data as a tool for understanding and predicting market sentiment. Specifically, the study aims to assess whether incorporating GCP data into econometric models can enhance the comprehension of daily market movements, providing valuable insights for traders.

Design/methodology/approach

This study employs econometric models to investigate the correlation between the Standard & Poor's 500 Volatility Index (VIX), a common measure of market sentiment and data from the GCP. The focus is particularly on the largest daily composite GCP data value (Max[Z]) and its significant covariation with changes in VIX. The research employs interaction terms with VIX and daily returns from global markets, including Europe and Asia, to explore the relationship further.

Findings

The results reveal a significant relationship with the GCP data, particularly Max[Z] and VIX. Interaction terms with both VIX and daily returns from global markets are highly significant, explaining about one percent of the variance in the econometric model. This finding suggests that variations in GCP data can contribute to a better understanding of market dynamics and improve forecasting accuracy.

Research limitations/implications

One limitation of this study is the potential for overfitting and P-hacking. To address this concern, the models undergo rigorous testing in an out-of-sample simulation study lasting for a predefined one-year period. This limitation underscores the need for cautious interpretation and application of the findings, recognizing the complexities and uncertainties inherent in market dynamics.

Practical implications

The study explores the practical implications of incorporating GCP data into trading strategies. Econometric models, both with and without GCP data, are subjected to an out-of-sample simulation where an artificial trader employs S&P 500 tracking instruments based on the model's one-day-ahead forecasts. The results suggest that GCP data can enhance daily forecasts, offering practical value for traders seeking improved decision-making tools.

Originality/value

Utilizing data from the GCP is found to be advantageous for traders as noteworthy correlations with market sentiment are found. This unanticipated finding challenges established paradigms in both economics and consciousness research, seamlessly integrating these domains of research. Traders can leverage this innovative tool, as it can be used to refine forecasting precision.

目的本研究的主要目的是探索利用全球意识项目(GCP)数据作为理解和预测市场情绪的工具的潜力。具体来说,本研究旨在评估将 GCP 数据纳入计量经济学模型是否能增强对每日市场走势的理解,从而为交易者提供有价值的见解。本研究采用计量经济学模型来研究标准普尔 500 指数(VIX)与 GCP 数据之间的相关性,标准普尔 500 指数是衡量市场情绪的常用指标。重点尤其放在最大的每日 GCP 综合数据值(Max[Z])及其与 VIX 变化的显著协变关系上。研究采用了与 VIX 和包括欧洲和亚洲在内的全球市场每日回报的交互项来进一步探讨两者之间的关系。与 VIX 和全球市场每日回报的交互项都非常显著,解释了计量经济学模型中约 1% 的方差。这一发现表明,GCP 数据的变化有助于更好地了解市场动态,提高预测准确性。研究局限性/启示本研究的一个局限性是可能存在过度拟合和 P-黑客。为解决这一问题,模型在预先确定的一年期样本外模拟研究中进行了严格测试。这一局限性强调了谨慎解释和应用研究结果的必要性,同时认识到市场动态固有的复杂性和不确定性。对包含和不包含 GCP 数据的计量经济学模型进行了样本外模拟,让人工交易员根据模型的一日前预测使用 S&P 500 跟踪工具。结果表明,GCP 数据可以增强每日预测,为寻求改进决策工具的交易者提供了实用价值。原创性/价值利用 GCP 数据对交易者有利,因为发现了与市场情绪的显著相关性。这一意料之外的发现挑战了经济学和意识研究的既定范式,完美地整合了这些研究领域。交易者可以利用这一创新工具,因为它可以用来提高预测精度。
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引用次数: 0
Public debt forecasts and machine learning: the Italian case 公共债务预测与机器学习:意大利案例
IF 1.7 Q2 ECONOMICS Pub Date : 2023-12-21 DOI: 10.1108/jes-07-2023-0337
Edgardo Sica, Hazar Altınbaş, Gaetano Gabriele Marini

Purpose

Public debt forecasts represent a key policy issue. Many methodologies have been employed to predict debt sustainability, including dynamic stochastic general equilibrium models, the stock flow consistent method, the structural vector autoregressive model and, more recently, the neuro-fuzzy method. Despite their widespread application in the empirical literature, all of these approaches exhibit shortcomings that limit their utility. The present research adopts a different approach to public debt forecasts, that is, the random forest, an ensemble of machine learning.

Design/methodology/approach

Using quarterly observations over the period 2000–2021, the present research tests the reliability of the random forest technique for forecasting the Italian public debt.

Findings

The results show the large predictive power of this method to forecast debt-to-GDP fluctuations, with no need to model the underlying structure of the economy.

Originality/value

Compared to other methodologies, the random forest method has a predictive capacity that is granted by the algorithm itself. The use of repeated learning, training and validation stages provides well-defined parameters that are not conditional to strong theoretical restrictions This allows to overcome the shortcomings arising from the traditional techniques which are generally adopted in the empirical literature to forecast public debt.

目的 公共债务预测是一个关键的政策问题。预测债务可持续性的方法有很多,包括动态随机一般均衡模型、存量流量一致法、结构向量自回归模型以及最近的神经模糊法。尽管这些方法在实证文献中得到了广泛应用,但它们都存在一些缺陷,限制了其实用性。本研究采用了一种不同的方法来预测公共债务,即随机森林--一种机器学习的集合。本研究利用 2000-2021 年期间的季度观测数据,测试了随机森林技术预测意大利公共债务的可靠性。重复学习、训练和验证阶段的使用提供了定义明确的参数,这些参数不受限于强大的理论限制,从而克服了实证文献在预测公共债务时普遍采用的传统技术所产生的缺陷。
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引用次数: 0
Remittances and economic growth: a blessing for middle-income countries, ineffective for low-income countries 汇款与经济增长:中等收入国家之福,低收入国家之祸
IF 1.7 Q2 ECONOMICS Pub Date : 2023-12-14 DOI: 10.1108/jes-04-2023-0207
Seyedsoroosh Azizi, Abed Aftabi, Mohsen Azizkhani, Kiana Yektansani
PurposeThis study investigates the impact of international remittances on the economic growth of remittance-receiving countries, using data from 113 developing countries between 1990 and 2015.Design/methodology/approachThe authors used a novel approach to address the potential endogeneity of remittances. The authors estimated bilateral remittances and use them to create weighted indicators of remittance-sending countries, which the authors then use as instruments for remittance inflows to remittance-receiving countries.FindingsThe results indicate that while remittances have a positive impact on economic growth in developing countries with high human capital, they do not contribute to growth in developing countries with low human capital. The authors also examined the channels through which remittances affect growth. The findings suggested that remittances do not impact labor supply in developing countries with high human capital, but they reduce labor supply in countries with low human capital. Additionally, remittances increase investment in physical capital in developing countries with high human capital, but they do not have an effect on investment in developing countries with low human capital.Originality/valueThe authors investigated the impact of remittances on economic growth using a novel approach to address the endogeneity of remittances. Additionally, the authors examined the different indirect channels through which remittances can impact economic growth, such as their effect on labor supply and investment.
目的本研究利用1990年至2015年期间113个发展中国家的数据,调查国际汇款对汇款接收国经济增长的影响。作者估算了双边汇款额,并利用它们创建了汇款输出国的加权指标,然后将这些指标用作汇款流入汇款接收国的工具。结果结果表明,虽然汇款对人力资本高的发展中国家的经济增长有积极影响,但对人力资本低的发展中国家的经济增长却没有贡献。作者还研究了汇款影响增长的渠道。研究结果表明,汇款不会影响高人力资本发展中国家的劳动力供给,但会减少低人力资本国家的劳动力供给。此外,汇款增加了高人力资本发展中国家的物质资本投资,但对低人力资本发展中国家的投资没有影响。此外,作者还研究了汇款影响经济增长的不同间接渠道,如汇款对劳动力供应和投资的影响。
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引用次数: 0
Home, unsweet home – effect of homeownership on financial investments of Indian households 家,不甜蜜的家--房主身份对印度家庭金融投资的影响
IF 1.7 Q2 ECONOMICS Pub Date : 2023-12-08 DOI: 10.1108/jes-05-2023-0238
Shreya Lahiri, Shreya Biswas

Purpose

The study analyzes the relationship between homeownership and financial investment of households in the context of emerging markets like India. It also examines how homeownership affects the portfolio decisions of Indian households.

Design/methodology/approach

Using the nationally representative All-India Debt and Investment Survey of 2019 and employing an instrumental variable approach, the authors analyze the relationship between homeownership and the share of financial assets held by Indian households. The study also employs several sensitivity checks, including alternate estimation techniques and alternative definitions of the housing variables, and accounts for additional factors to ensure that the authors are able to capture the effect of homeownership on the outcome variable.

Findings

The analysis suggests homeownership crowds out financial investment in India due to high repair and maintenance costs. The negative effect is mainly observed in urban households. Further, the findings imply that homeownership leads households to reallocate their asset portfolio. Homeowners have a lower share in liquid short term deposits, indicating the high liquidity risk of their portfolios. On the other hand, homeownership increases the share of long term retirement funds along with no effect on risky asset share. The authors observe that the crowding out effect is more striking for younger households and poorer households with low income, and the effect is lower for indebted households.

Practical implications

The findings underscore the need for financial awareness programs so that housing does not crowd out liquid investments of households. Additionally, the results highlight that policies should first focus on young and poor households as the negative effect is more prominent for these groups. Finally, there is scope for policies to support repair and maintenance costs incurred by vulnerable households to reduce the negative effect of housing on liquid financial investments.

Originality/value

This paper is among the few studies that provide insights into how homeownership relates to financial investment and portfolio decisions in the context of an emerging economy. Furthermore, the heterogeneous effects based on poor economic status and age underscore the need for complementary policies.

目的本研究分析了在印度等新兴市场背景下,房屋所有权与家庭金融投资之间的关系。设计/方法/途径作者利用具有全国代表性的《2019 年全印度债务和投资调查》,采用工具变量法,分析了住房所有权与印度家庭持有的金融资产份额之间的关系。研究还采用了若干敏感性检查,包括替代估算技术和住房变量的替代定义,并考虑了其他因素,以确保作者能够捕捉到住房所有权对结果变量的影响。这种负面影响主要出现在城市家庭中。此外,研究结果表明,拥有住房会导致家庭重新分配资产组合。房主的流动性短期存款比例较低,这表明其资产组合的流动性风险较高。另一方面,住房所有权增加了长期退休基金的份额,但对风险资产份额没有影响。作者注意到,挤出效应对年轻家庭和低收入的贫困家庭更为明显,而对负债家庭的影响较小。此外,研究结果还强调,政策应首先关注年轻家庭和贫困家庭,因为对这些群体的负面影响更为突出。最后,还可以采取政策支持弱势家庭的维修和维护成本,以减少住房对流动性金融投资的负面影响。 原创性/价值 本文是为数不多的研究之一,深入探讨了在新兴经济体背景下,住房所有权与金融投资和投资组合决策的关系。此外,基于贫困经济状况和年龄的异质性影响强调了制定补充政策的必要性。
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引用次数: 0
The determinants of credit restrictions and their impact on micro firms: the case of Colombia 信贷限制的决定因素及其对微型企业的影响:以哥伦比亚为例
IF 1.7 Q2 ECONOMICS Pub Date : 2023-12-04 DOI: 10.1108/jes-08-2023-0403
Jhon James Mora, Andres David Espada Castro

Purpose

This article analyzes the determinants of credit constraints and their effects on the productivity of micro-firms in Colombia.

Design/methodology/approach

An Endogenous Switching Regression Model (ESRM) is estimated to analyze credit constraint impact on economic performance.

Findings

The results show that owner characteristics such as age and gender decrease the likelihood of being constrained. Firms' characteristics, such as legal status, the formality of the employees, commercial property and savings, are important for reducing credit constraints.

Originality/value

This article discusses how formal credit restrictions harm the economic performance of Colombia's micro-firms. The results show that the productivity of the micro firms in Colombia could increase, on average, by U$ 825 USD when all types of restrictions are eliminated.

本文分析了信贷约束的决定因素及其对哥伦比亚微型企业生产率的影响。设计/方法/方法估计了一个内生转换回归模型(ESRM)来分析信贷约束对经济绩效的影响。研究结果表明,所有者的年龄和性别等特征降低了被约束的可能性。公司的特征,如法律地位、雇员的形式、商业财产和储蓄,对减少信贷约束很重要。原创性/价值本文讨论了正规信贷限制如何损害哥伦比亚微型企业的经济绩效。结果表明,取消所有类型的限制后,哥伦比亚微型企业的生产率平均可提高825美元。
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引用次数: 0
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