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How efficient are Indian banks? An application of stochastic frontier analysis 印度银行的效率如何?随机前沿分析的应用
IF 1.2 Q3 ECONOMICS Pub Date : 2024-07-04 DOI: 10.1108/jfep-11-2023-0338
Ahmad Shadab Khan, Shakeb Akhtar, Mahfooz Alam

Purpose

This study aims to investigate the efficiency of Indian commercial banks from 2002 to 2018 using the stochastic frontier analysis.

Design/methodology/approach

This study uses the parametric approach of the stochastic frontier to examine the technical efficiency of banks acknowledging exogenous shocks, omitted variables and measurement errors, filling a gap in the existing financial literature. The scope of this study was constrained to 71 scheduled commercial banks to make it manageable and productive with 1,036 observations.

Findings

The results show that the mean technical efficiency of new private banks remained constant at 92.7% during the study period because of technology diffusion in banking systems. The technical efficiency of the nationalized, old private and foreign banks has enhanced over the period because of the efficient utilization of various innovative information technology services such as mobile banking, cheque truncation system, magnetic ink character recognition. However, the foreign banks are still laggards with a mean technical efficiency of 81.7%. The empirical findings suggest that new private sector banks depict higher efficiency than nationalized, old private and foreign banks.

Research limitations/implications

This study’s sample represents all categories of banks (public, private and foreign) including the banks that merged or consolidated during the period of study. To achieve the desired results, the authors incorporate the consolidated and merged banks in their data set. Further, the authors excluded all scheduled small finance banks and scheduled payment banks from their analysis, as these entities commenced operations post-2015. Additionally, the authors also excluded regional rural banks because of their distinct mandate aimed at servicing the rural populace and agricultural sector.

Originality/value

This study contributes to the literature on the performance of conventional banks in general and emerging markets, in particular, using the most recent data and covering a relatively long period using the stochastic frontier approach.

本研究采用随机前沿的参数方法来考察银行的技术效率,同时承认外生冲击、遗漏变量和测量误差,填补了现有金融文献的空白。研究结果表明,在研究期间,由于银行系统的技术扩散,新私营银行的平均技术效率保持在 92.7%。在此期间,国有银行、老牌私人银行和外资银行的技术效率有所提高,原因是有效利用了各种创新信息技术服务,如移动银行、支票截断系统、磁性墨水字符识别。然而,外资银行的技术效率平均值为 81.7%,仍然处于落后地位。实证研究结果表明,新私营银行的效率高于国有银行、老私营银行和外资银行。为了达到预期结果,作者将合并银行纳入了数据集。此外,作者在分析中排除了所有在册小型金融银行和在册支付银行,因为这些实体是在 2015 年后开始运营的。此外,作者还排除了地区性农村银行,因为这些银行的独特任务是为农村人口和农业部门提供服务。 原创性/价值 本研究采用随机前沿方法,使用最新数据,涵盖相对较长的时期,为有关传统银行,特别是新兴市场银行绩效的文献做出了贡献。
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引用次数: 0
Geopolitical risk and cash holdings: evidence from an emerging economy 地缘政治风险与现金持有量:来自新兴经济体的证据
IF 1.2 Q3 ECONOMICS Pub Date : 2024-07-03 DOI: 10.1108/jfep-02-2024-0056
Manoja Behera, Jitendra Mahakud

Purpose

This study aims to examine the influence of geopolitical risk (GPR) on corporate cash holdings in an emerging market, India. It also investigates whether the effect of GPR on cash holdings varies across financially constrained and unconstrained firms, and across the different sectors.

Design/methodology/approach

This study uses the fixed-effect regression model to examine the effect of GPR on the corporate cash holdings of 2090 Indian firms from 2003 to 2021. To correct the potential endogeneity issue and ensure the robustness of the results, this study uses two-stage least squares regression, alternative cash holdings proxies, GPR measures and across the different periods (Global financial crisis and COVID-19).

Findings

The paper finds that GPR has a positive impact on the cash holdings of Indian firms. The authors also find that the positive relationship between GPR and cash holdings is consistent for financially constrained and unconstrained firms. Furthermore, the results also show that firms in the construction sector maintain higher cash reserves than other sectors.

Originality/value

To the best of the authors’ knowledge, this study is one of the first-ever studies which examines the effect of GPR on corporate cash holding for an emerging economy like India. The use of alternative measures of cash holding, GPR, and estimation methods make this study more robust.

目的 本研究旨在探讨地缘政治风险(GPR)对新兴市场印度企业现金持有量的影响。本研究采用固定效应回归模型,研究 2003 年至 2021 年地缘政治风险对 2090 家印度公司现金持有量的影响。为了纠正潜在的内生性问题并确保结果的稳健性,本研究使用了两阶段最小二乘法回归、替代现金持有量代用指标、GPR 指标以及不同时期(全球金融危机和 COVID-19)。作者还发现,GPR 与现金持有量之间的正相关关系对于财务受限和财务不受限的公司都是一致的。此外,研究结果还显示,建筑行业的企业比其他行业的企业保持更高的现金储备。 原创性/价值 据作者所知,本研究是有史以来首次研究 GPR 对印度这样的新兴经济体企业现金持有量的影响的研究之一。对现金持有量、GPR 和估算方法的使用使本研究更加稳健。
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引用次数: 0
Estimating the causal relationship between external debt and inflation in Jordan: evidence from an ARDL and Toda–Yamamoto approaches 估算约旦外债与通货膨胀之间的因果关系:ARDL 和 Toda-Yamamoto 方法提供的证据
IF 1.2 Q3 ECONOMICS Pub Date : 2024-07-02 DOI: 10.1108/jfep-06-2023-0148
Mesbah Fathy Sharaf, Abdelhalem Mahmoud Shahen, Badr Abdulaziz Binzaid

Purpose

This study aims to investigate the causal relationship between external debt and inflation in Jordan over the period 1970 to 2020.

Design/methodology/approach

The external debt–inflation nexus is examined within a multivariate framework by including other determinants of inflation, including money supply and the nominal effective exchange rate. This study uses an ARDL bounds testing approach to cointegration to test the existence of a long-run relationship between the inflation rate and its drivers. An error correction model is estimated to reveal the short-run dynamics of the series. The direction of causality among the variables is examined using a modified version of the Granger non-causality test due to Toda and Yamamoto (1995). The analyses control for the presence of structural breaks in the underlying time series.

Findings

The empirical results show that external debt and money supply have a statistically significant positive effect on inflation in the long run. The authors also find that a nominal depreciation of the Jordanian Dinar raises inflation rates in the long run. The Toda–Yamamoto Granger non-causality test findings reveal a statistically significant bi-directional positive causality between inflation and external debt, between the nominal effective exchange rate and inflation and between money supply and inflation.

Practical implications

Proper management of the exchange rate policy, money supply and external debt levels is crucial to control inflation rates in Jordan.

Originality/value

To date, the authors are unaware of any empirical study that examines the impact of external debt on inflation in Jordan, and the current study aims to fill this gap in the literature.

本研究旨在调查 1970 年至 2020 年期间约旦外债与通货膨胀之间的因果关系。设计/方法/途径通过纳入通货膨胀的其他决定因素(包括货币供应量和名义有效汇率),在多元框架内研究外债与通货膨胀之间的关系。本研究采用 ARDL 边界检验法进行协整,以检验通货膨胀率与其驱动因素之间是否存在长期关系。对误差修正模型进行了估计,以揭示序列的短期动态。使用 Toda 和 Yamamoto(1995 年)提出的格兰杰非因果关系检验的改进版来检验变量之间的因果关系方向。实证结果表明,外债和货币供应在统计上对长期通货膨胀有显著的正向影响。作者还发现,约旦第纳尔的名义贬值会提高长期通货膨胀率。Toda-Yamamoto格兰杰非因果检验结果显示,通货膨胀与外债之间、名义有效汇率与通货膨胀之间以及货币供应量与通货膨胀之间存在统计上显著的双向正因果关系。
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引用次数: 0
Economic policy uncertainty and Indian equity sectors: a quantile regression approach 经济政策的不确定性与印度股票部门:量化回归方法
IF 1.2 Q3 ECONOMICS Pub Date : 2024-07-02 DOI: 10.1108/jfep-12-2023-0362
Simran  , Anil K. Sharma

Purpose

This paper aims to investigate the effect of economic policy uncertainty (EPU) shocks on Indian equity market sectors. The effect of domestic (Indian) and foreign (USA) EPU shocks is examined on ten major Bombay Stock Exchange sectors.

Design/methodology/approach

The study uses data covering the period from September 2005 to July 2023 and uses the methodology of quantile regression to investigate the heterogenous response of stock market sectors under diverse market conditions explained through the analysis of conditional quantiles distribution.

Findings

The results demonstrate that domestic and foreign EPU shocks negatively affect most of the sectors in bearish market conditions. Industrials, commodities, utilities, consumer discretionary and financial services are the most affected sectors by domestic EPU. However, the information technology sector is found to be immune to domestic EPU shocks but negatively affected by foreign EPU shocks. On the other hand, energy, financial services and fast-moving consumer goods sectors are found to be immune to foreign EPU shocks but are negatively affected by domestic EPU shocks.

Practical implications

Understanding the heterogeneous response of different sectors to EPU shocks could help investors and portfolio managers identify portfolio diversification opportunities.

Originality/value

This study makes an inaugural attempt to examine the responses of Indian stock market sectors to domestic and foreign EPU shocks using the approach of quantile regression and unveils the previously unexamined diverse reactions of Indian stock market sectors to EPU shocks originating from both India and USA.

目的 本文旨在研究经济政策不确定性(EPU)冲击对印度股票市场板块的影响。研究采用 2005 年 9 月至 2023 年 7 月期间的数据,并使用量化回归的方法,通过对条件量化分布的分析,研究不同市场条件下股市板块的异质性反应。研究结果表明,在熊市条件下,国内和国外的经济政策不确定性冲击对大多数板块产生负面影响。工业、商品、公用事业、自由消费品和金融服务是受国内 EPU 影响最大的行业。不过,信息技术行业不受国内 EPU 冲击的影响,但受到国外 EPU 冲击的负面影响。实际意义了解不同行业对 EPU 冲击的不同反应有助于投资者和投资组合经理识别投资组合多样化的机会。独创性/价值本研究首次尝试使用量化回归方法研究印度股票市场各行业对国内外 EPU 冲击的反应,揭示了印度股票市场各行业对来自印度和美国的 EPU 冲击的不同反应。
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引用次数: 0
Geopolitical risk and the sentiment connectedness among European stock markets 地缘政治风险与欧洲股市的情绪关联性
IF 1.2 Q3 ECONOMICS Pub Date : 2024-06-28 DOI: 10.1108/jfep-11-2023-0315
Thai Hong Le, Tram Anh Luong, Sergio Morales Heredia, Trang Thuy Le, Linh Phuong Dong, Trang Thi Nguyen

Purpose

This paper aims to investigate the sentiment connectedness among 10 European stock markets between January 2020 and July 2022, associating such connectedness with the level of the geopolitical risk index.

Design/methodology/approach

For this purpose, a time-varying parameter vector autoregressive connectedness framework is used.

Findings

Results show a high degree of sentiment connectedness. Overall, the sentiments of Portugal, France, the Netherlands, Spain, Germany and Italy are net transmitters of shocks while those of Poland, Sweden, Norway and Romania are net receivers. Additional evidence indicates that when geopolitical risks increase, the sentiment connectedness tends to decrease. However, the reverse holds under extremely high levels of geopolitical risks.

Originality/value

Overall, this study provides some significant contributions to the literature. First, to the best of the authors’ knowledge, this is among the first few studies to examine the dynamic connectedness among stock market sentiment across countries. This issue needs special consideration for European countries because of their close geographical distance and strong integration due to the European Union’s co-development strategies. Second, the association of sentiment connectedness with geopolitical risk is examined for the first time. This is even more meaningful in the context of growing geopolitical risks stemming from the Ukraine war, which could affect international financial markets.

本文旨在研究 2020 年 1 月至 2022 年 7 月期间 10 个欧洲股票市场之间的情绪关联性,并将这种关联性与地缘政治风险指数的水平联系起来。总体而言,葡萄牙、法国、荷兰、西班牙、德国和意大利的情绪是冲击的净传递者,而波兰、瑞典、挪威和罗马尼亚的情绪则是净接受者。其他证据表明,当地缘政治风险增加时,情绪关联度往往会降低。然而,在地缘政治风险极高的情况下,情况恰恰相反。首先,就作者所知,这是少数几项研究中最早考察各国股市情绪动态关联性的研究。由于欧洲各国地理位置相近,且因欧盟的共同发展战略而高度一体化,因此需要特别考虑欧洲各国的这一问题。其次,首次研究了情绪关联性与地缘政治风险之间的联系。在乌克兰战争引发的地缘政治风险不断增加,可能影响国际金融市场的背景下,这一点更有意义。
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引用次数: 0
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
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 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 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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Journal of Financial Economic Policy
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