scholarly journals Market Volatility and Investors’ View of Firm-Level Risk: A Case of Green Firms

2020 ◽  
Vol 13 (8) ◽  
pp. 175
Author(s):  
Khine Kyaw
Keyword(s):  
Generalized Method Of Moments ◽  
Idiosyncratic Risk ◽  
Market Volatility ◽  
Dynamic Panel ◽  
Firm Level ◽  
Industry Performance ◽  
Environmentally Responsible ◽  
The Relationship ◽  
Test Robustness ◽  
Better Than

Do investors believe that firm-level (i.e., idiosyncratic) risk of green (i.e., environmentally responsible) firms is relatively lower? How does high market volatility affect the investors’ view on the firm-level risk of green firms? This paper addresses these questions by investigating the relationship between firm-level (idiosyncratic) risk and firms’ environmental performance. Further, we examine the effect market volatility has on the relationship. We estimate fixed-effect panel models using 8036 firm-year observations across 793 firms. We test robustness of the results with difference-in-difference (DiD), propensity score matching (PSM) and dynamic panel with the generalized method of moments (GMM) estimations. We find that investors generally associate firms that perform well on the environmental front to be of lower risk. However, during periods of high market volatility, just performing better than the industry does not make the investors see the firms’ risk as being significantly lower. How well the firms perform in relation to the industry performance is associated with the investors believing that the firm’s risk is significantly lower.

Merton-type default risk and financial performance: the dynamic panel moderation of firm size

2022 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Muhammad Mushafiq ◽  
Syed Ahmad Sami ◽  
Muhammad Khalid Sohail ◽  
Muzammal Ilyas Sindhu
Keyword(s):  
Financial Performance ◽  
Firm Size ◽  
Default Risk ◽  
Banking Sector ◽  
Generalized Method Of Moments ◽  
Dynamic Panel Data ◽  
Dynamic Panel ◽  
Content Type ◽  
Nonfinancial Firms ◽  
The Relationship

PurposeThe main purpose of this study is to evaluate the probability of default and examine the relationship between default risk and financial performance, with dynamic panel moderation of firm size.Design/methodology/approachThis study utilizes a total of 1,500 firm-year observations from 2013 to 2018 using dynamic panel data approach of generalized method of moments to test the relationship between default risk and financial performance with the moderation effect of the firm size.FindingsThis study establishes the findings that default risk significantly impacts the financial performance. The relationship between distance-to-default (DD) and financial performance is positive, which means the relationship of the independent and dependent variable is inverse. Moreover, this study finds that the firm size is a significant positive moderator between DD and financial performance.Practical implicationsThis study provides new and useful insight into the literature on the relationship between default risk and financial performance. The results of this study provide investors and businesses related to nonfinancial firms in the Pakistan Stock Exchange (PSX) with significant default risk's impact on performance. This study finds, on average, the default probability in KSE ALL indexed companies is 6.12%.Originality/valueThe evidence of the default risk and financial performance on samples of nonfinancial firms has been minimal; mainly, it has been limited to the banking sector. Moreover, the existing studies have only catered the direct effect of only. This study fills that gap and evaluates this relationship in nonfinancial firms. This study also helps in the evaluation of Merton model's performance in the nonfinancial firms.

scholarly journals The Role of Urbanization Rate in the Relationship between Air Pollution and Health Expenditures: A Dynamic Panel Data Approach

2015 ◽  
Vol 53 ◽  
pp. 68-72 ◽  
Author(s):  
Maryam Fattahi
Keyword(s):  
Air Pollution ◽  
Generalized Method Of Moments ◽  
Health Expenditures ◽  
Dynamic Panel Data ◽  
Dynamic Panel ◽  
Public And Private ◽  
Urbanization Rate ◽  
The Impact ◽  
The Relationship

One of the available challenges in areas of health economics is identification of the effective factors on health expenditures. Air pollution plays important role in the public and private health expenditure but most studies have ignored the role of this category in explanation of health expenditures. On the other hand, the impact of air pollution on health expenditures is influenced by several factors. This study intends to investigate the effect of air pollution on public and private health expenditures and to identify the urbanization rate factor affecting the relationship between air pollution and public and private health expenditures. Scope of the present study is developing countries over period of 1995-2011. We used a dynamic panel and Generalized Method of Moments method. The empirical results indicate that air pollution has positive and significant effect on public and private health expenditures. Also, the results imply that urbanization rate affecting the relationship between air pollution and health expenditures that urbanization rate plays a reinforcing role.

Firm-level determinants of job creation by SMEs: Swedish empirical evidence

2015 ◽  
Vol 22 (4) ◽  
pp. 666-679 ◽  
Author(s):  
Darush Yazdanfar ◽  
Peter Öhman
Keyword(s):  
Method Of Moments ◽  
General Pattern ◽  
Generalized Method Of Moments ◽  
Job Creation ◽  
Financial Leverage ◽  
Firm Level ◽  
Data Set ◽  
Content Type ◽  
Industry Sectors ◽  
The Relationship

Purpose – Using a resource-based approach, the purpose of this paper is to examine the effects of the firm-level determinants financial leverage and liquidity on job creation at small and medium-sized enterprises (SMEs) in six industry sectors in Sweden. Design/methodology/approach – The generalized method of moments system model was used to analyse an extensive panel data set of 26,721 Swedish SMEs over the 2008-2011 period. Findings – The empirical results indicate that job creation is positively related to SMEs’ financial leverage and liquidity, and to their size and age. SMEs’ financial leverage and size are the most important firm-level determinants of job creation. Although there are differences between industry sectors, the results confirm the general pattern of the effect of financial leverage and liquidity on job creation. Research limitations/implications – Due to the importance of job creation for economic growth, the relationship between SMEs’ capital structure and job creation should be of interest to researchers, practitioners, and policymakers. In investigating the importance of financial leverage and liquidity to labour demand dynamics, this study analyses the firm-level factors that influence job creation by SMEs. Originality/value – Since there is limited empirical research focusing on this relationship at firm level in the context of SME, the current research aims at investigating the determinants of job creation at the firm level empirically.

Tourism-Led Growth Hypothesis: A New Global Evidence

2017 ◽  
Vol 59 (3) ◽  
pp. 304-311 ◽  
Author(s):  
Chor Foon Tang ◽  
Eu Chye Tan
Keyword(s):  
Economic Growth ◽  
Method Of Moments ◽  
Generalized Method Of Moments ◽  
Political Stability ◽  
Dynamic Panel ◽  
Beneficial Impact ◽  
The Relationship ◽  
Different Levels ◽  
Growth Hypothesis ◽  
Global Evidence

The primary aim of this study is to determine whether the tourism-led growth hypothesis is globally valid by accounting for countries’ income levels and their institutional qualities, against a panel dataset of 167 countries. The institutional qualities referred to are political stability and corruption control. We employ the dynamic panel generalized method of moments (GMM) approach to examine the relationship. It can be inferred from the exercise that tourism positively contributes to economic growth but the effect varies across countries at different levels of income and institutional qualities. Therefore, the effect of tourism on economic growth is contingent on levels of income and institutional qualities of the host tourism countries. Policy initiatives that aim to promote and strengthen institutional qualities should be undertaken for a country to enjoy the beneficial impact of tourism on economic growth and development.

scholarly journals An econometric study of the role of the political stability on the relationship between democracy and economic growth

2020 ◽  
Vol 67 (2) ◽  
pp. 187-206
Author(s):  
Nedra Baklouti ◽  
Younes Boujelbene
Keyword(s):  
Economic Growth ◽  
Data Model ◽  
Generalized Method Of Moments ◽  
Political Stability ◽  
Dynamic Panel Data ◽  
The Political ◽  
Dynamic Panel ◽  
Mena Countries ◽  
The Relationship

This article examines the nexus between democracy and economic growth while taking into account the role of political stability, using dynamic panel data model estimated by means of the Generalized Method of Moments (GMM) over the period 1998 to 2011 for 17 Middle East and North Africa (MENA) countries. Our empirical results showed that there is a bidirectional causal relationship between democracy and economic growth. Moreover, it was found that the effect of democracy on economic growth depends on the political stability. The results also indicated that there is important complementarity between political stability and democracy. In fact, political stability is a key determinant variable of economic growth. Eventually, democracy and political stability, taken together, have a positive and statistically significant effect on economic growth. This finding suggests that, if accompanied by a stable political system, democracy can contribute to the economic growth of countries. Thus, the MENA governments should use policies to promote political stability in the region.

Do corporate bond recovery rates monitored by corporate governance mechanisms?

2016 ◽  
Vol 42 (8) ◽  
pp. 830-848
Author(s):  
Mehdi Mili ◽  
Sami Abid
Keyword(s):  
Corporate Governance ◽  
Generalized Method Of Moments ◽  
Corporate Bonds ◽  
Corporate Bond ◽  
Firm Level ◽  
Recovery Rates ◽  
Content Type ◽  
Country Level ◽  
The Impact ◽  
The Relationship

Purpose – The purpose of this paper is to examine the relationship between corporate governance (CG) and firms’ bond recovery rates (RRs). The authors hypothesize that governance features impact RRs by controlling agency costs that result from conflicts between bondholders and shareholders. The authors also test the relationship between CG and RRs during the last crisis. Design/methodology/approach – The authors use a generalized method of moments regression model to test the relationship between CG and firms’ bond RRs. The authors employ a direct measure of recoveries rates from Moody’s ultimate recovery database covering the period from 2003 to 2012. Both firm-level CG and country-level variables are used to examine the determinants of corporate bonds RRs. Findings – The results support a significant impact of CG mechanisms on bond RRs mainly during crisis period. The authors find that firms operating with CEO-Duality decrease their bond RRs during financial crisis. This implies wealth transfers from bondholders to shareholders and provides one explanation why some firms operate with weak governance. Originality/value – This paper provides the first direct evidence that corporate bond RRs are directly related to CG mechanisms. The authors combine firm-level CG and country-level variables to examine the determinants of corporate bonds RRs. Earlier studies focussed on financial firm-level data and macro-economic variables. The authors also test the impact of board composition and ownership structure on bond recoveries.

Banking regulation and supervision: can it enhance stability in Europe?

2014 ◽  
Vol 6 (3) ◽  
pp. 244-269 ◽  
Author(s):  
Faten Ben Bouheni
Keyword(s):  
Risk Taking ◽  
Generalized Method Of Moments ◽  
Banking Regulation ◽  
European Countries ◽  
Bank Risk ◽  
Dynamic Panel ◽  
Content Type ◽  
Regulation And Supervision ◽  
European Banks ◽  
The Relationship

Purpose – This paper aims to find the effects of regulatory and supervisory policies on bank risk-taking. The same regulation and supervision have different effects on bank risk-taking depending on influence factors. These factors were considered and a sample of the largest European banks from France, Germany, UK, Italy, Spain and Greece was used over the period 2005-2011. Design/methodology/approach – In this paper, the author analyses the effects of regulation and supervision on risk-taking. The author uses a sample of the biggest banks from six European countries (France, UK, Germany, Italy, Spain and Greece) over the period 2005-2011. Because the applicable entry of IFRS was in 2005, thus data of European banks are not available before this date. For each country in the sample, the 10 largest banks (defined by total assets) that lend money to firms were identified. The author does not include central banks or postal banks, which generally do not lend money to firms and are described as non-banking institutions (La Porta et al., 2002). Findings – It was found that restrictions on bank activities, supervisors’ power and capital adequacy decrease risk-taking. Thus, regulation and supervision enhance bank’s stability. While, deposit insurance increases the risk due to its association to moral hazard. Finally, it was found that strengthening regulatory and supervisory framework raises the risk-taking and weakens the stability of European banks. Originality/value – The author contributes to existing empirical analyses in three ways. First, the existing literature has drawn a lot of attention on US banks. However, the purpose of this paper is to examine the biggest banks of three European leaders (France, Germany and UK) and three more European countries influenced by the recent crisis (Spain, Italy and Greece) over the period 2005-2011. Second, most studies focus mainly on the relationship between regulation and profitability, yet seldom on the relationship between regulation, supervision and risk-taking. The author focuses on this relationship. Third, this study applies the two-step dynamic panel data approach suggested by Blundell and Bond (1998) and also uses dynamic panel generalized method of moments (GMM) method to address potential problems. The two-step GMM estimator that the author uses is generally the most efficient.

Asymmetric Impact of Working Capital Efficiency on Market Performance of Indian Firms

2021 ◽  
pp. 097215092098864
Author(s):  
Aditya Banerjee ◽  
Sayantan Kundu ◽  
Narayanasamy Sivasankaran
Keyword(s):  
Generalized Method Of Moments ◽  
Market Performance ◽  
Threshold Level ◽  
Working Capital ◽  
Firm Level ◽  
True Nature ◽  
Gmm Estimation ◽  
Cash Conversion Cycle ◽  
The Impact ◽  
The Relationship

This study aims to explore the true nature of the impact of working capital management (WCM) efficiency, measured by cash conversion cycle (CCC), on the stock market performance (proxied by stock’s Alpha) of Indian non-financial firms. The article presents four possible models from literature and argues why the relationship should be non-linear. Generalized method of moments (GMM) estimation is used on firm-level data of 718 Indian firms from 11 industries listed in the Bombay Stock Exchange (BSE) from 2011 to 2017. A negative relationship is confirmed. However, contrary to prior findings, neither a quadratic relationship nor the deviations from industry median CCC can explain the relationship for Indian firms. Therefore, firms are divided into CCC decile-based equally weighted portfolios and estimation of a threshold level of CCC is carried out iteratively. Threshold thus obtained is validated at the firm level, using dynamic panel through GMM estimation. The novelty of this study is that it is the first one to propose the possibility of a universal threshold level of working capital (WC) efficiency and its impact on the market performance of firms in India. The article argues that in India, due to uncertainties in supply chains, firms, as well as the investors, prefer a threshold level of investment in WC. If CCC is above the threshold level, firms’ excess stock returns fall significantly, while there is no impact below the threshold level. The study is relevant for managers so that they can maintain WC below a threshold level, as well as for investors who can use the threshold WC criteria for valuation and selection of stocks.

scholarly journals Assessing the Relationship between Efficiency, Capital and Risk of Commercial Banks in Bangladesh

2018 ◽  
Vol 14 (1) ◽  
pp. 55
Author(s):  
Nazmoon Akhter
Keyword(s):  
Method Of Moments ◽  
Commercial Banks ◽  
Generalized Method Of Moments ◽  
Operational Efficiency ◽  
Simultaneous Equation ◽  
Least Square ◽  
Dynamic Panel ◽  
Inconsistent Result ◽  
Relationship Of ◽  
The Relationship

Increased competition and problem loan in the banking sectors force banks to operate its activities more efficiently. However, bank’s efficiency, capital and risk are interrelated. The present study is made on assessing the inter-temporal relationship between efficiency, capital and risk of commercial banks in Bangladesh during the period 2011-2016 by setting simultaneous equation. The study uses three-stage least square model (3SLS) and dynamic panel generalized method of moments (GMM) model to estimate efficiency-capital-risk relationship. The study reports that both models provide consistent result regarding the relationship of bank’s operational efficiency with capital and risk and inconsistent result about the relationship between capital and risk. The study concludes that a U-shaped relationship is exited in the 3SLS model of efficiency-capital-risk relationship as banks’ operational efficiency and risk have positive relationship with capital and bank size, indicating that with increased capital and bank size, bank’s operational efficiency is improved at decreasing rate due to increase in bank’s risk.

Re-examining Firm Size-profitability Nexus: Empirical Evidence from Non-financial Listed Firms in Nigeria

2017 ◽  
Vol 18 (3) ◽  
pp. 543-558 ◽  
Author(s):  
Clement Olalekan Olaniyi ◽  
Olayemi O. Simon-Oke ◽  
Olufemi Bodunde Obembe ◽  
Segun Thompson Bolarinwa
Keyword(s):  
Method Of Moments ◽  
Firm Size ◽  
Economies Of Scale ◽  
Generalized Method Of Moments ◽  
Research Work ◽  
Dynamic Panel ◽  
Listed Firms ◽  
Bidirectional Relationship ◽  
Econometric Methodology ◽  
The Relationship

The bulk of extant studies on the relationship between firm size and profitability focus on the effect of former on the latter, neglecting the possibility of feedback effect. This research work re-examines the direction of causality between firm size and profitability for 63 listed non-financial Nigerian firms for the period 1998–2010, using an innovative econometric methodology of a dynamic panel generalized method of moments to resolve the problem of endogeneity inherent in the relationship. The results establish a bidirectional relationship between firm size and profitability of firms in Nigeria. While firm size positively Granger-causes profitability, profitability, on the other hand, negatively Granger-causes firm size. This study therefore rebuts the popular assumption that causation only runs from firm size to profitability and not vice versa. The emerging conclusion drawn from this study is that profitability might be a vital tool to make firms grow faster if well managed as the economies of scale could also be induced.

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