International Journal of Islamic and Middle Eastern Finance and Management最新文献

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An empirical analysis of the dynamic impact of DeFi on GCC foreign exchange forward markets: portfolio implication DeFi 对海湾合作委员会外汇远期市场动态影响的实证分析:投资组合的影响
IF 3 3区 经济学
International Journal of Islamic and Middle Eastern Finance and Management Pub Date : 2023-12-29 DOI: 10.1108/imefm-06-2023-0228
Ho Thuy Tien, Nguyen Mau Ba Dang, Ngo Thai Hung
{"title":"An empirical analysis of the dynamic impact of DeFi on GCC foreign exchange forward markets: portfolio implication","authors":"Ho Thuy Tien, Nguyen Mau Ba Dang, Ngo Thai Hung","doi":"10.1108/imefm-06-2023-0228","DOIUrl":"https://doi.org/10.1108/imefm-06-2023-0228","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>This paper aims to investigate the conditional equicorrelation and cross-quantile dependence between the DeFi, European and GCC currency markets (Oman, Qatar, Bahrain, Kuwait, Saudi Arabia and the United Arab Emirates).</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>This study applies the GARCH-DECO model and cross-quantilogram framework.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>The findings reveal evidence of weak and negative average equicorrelations between the examined markets through time, excluding the COVID-19 outbreak and Russia–Ukraine conflict, which is consistent with the literature examining relationships in different markets. From the cross-quantilogram model, the authors note that the dependence between DeFi, EURO and GCC foreign exchange rate markets is greatest in the short run and diminishes over the medium- and long-term horizons, indicating rapid information processing between the markets under consideration, as most innovations are transmitted in the short term.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>For the pairs of DeFi and currency markets, the static and dynamic optimal weights and hedging ratios are also estimated, providing new empirical data for portfolio managers and investors.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>To the best of the authors’ knowledge, this is one of the most important research looking into the conditional correlation and predictability between the DeFi, EURO and GCC foreign exchange markets. More importantly, this study provides the first empirical proof of the safe-haven, hedging and diversification qualities of DeFi, EURO and GCC currencies, and this work also covers the COVID-19 pandemic and the Russia–Ukraine war with the use of a single dynamic measure produced by the GARCH-DECO model. In addition, the directional predictability between variables under consideration using the cross-quantilogram model is examined, which can be capable of capturing the asymmetry in the quantile dependent structure. The findings are helpful for both policymakers and investors in improving their trading selections and strategies for risk management in different market conditions.</p><!--/ Abstract__block -->","PeriodicalId":47091,"journal":{"name":"International Journal of Islamic and Middle Eastern Finance and Management","volume":"10 1","pages":""},"PeriodicalIF":3.0,"publicationDate":"2023-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139054497","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing the impact of external determinants on the social performance of Islamic banks 评估外部决定因素对伊斯兰银行社会绩效的影响
IF 3 3区 经济学
International Journal of Islamic and Middle Eastern Finance and Management Pub Date : 2023-12-11 DOI: 10.1108/imefm-08-2022-0335
Admir Meskovic, Alija Avdukic, Emira Kozarevic
{"title":"Assessing the impact of external determinants on the social performance of Islamic banks","authors":"Admir Meskovic, Alija Avdukic, Emira Kozarevic","doi":"10.1108/imefm-08-2022-0335","DOIUrl":"https://doi.org/10.1108/imefm-08-2022-0335","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>Explaining the sources of the differences in social performance among Islamic banks (IBs) is the motivation for this research. Consequently, the purpose of this paper is to investigate the relationship between the development of Islamic finance regulation, the development of an Islamic financial system, the proportions of affected Muslim populations and the level of competition, on the one hand, and the social performance of IBs, on the other. To the best of the authors' knowledge, this is the first study that investigates the impact of the development of regulation and the Islamic financial system on the social performance of IBs.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>A balanced panel of annual data for 40 banks from 13 countries is applied, spanning 2012–2018. A social performance index with eight dimensions is constructed and measures the social performance of IBs. The index based on qualitative and quantitative data derives from IBs’ annual reports and financial statements. The linear scaling transformation method articulates the quantitative dimensions of the index. In hypotheses testing, the authors use OLS, LSDV, FEM and Random Effect Model to estimate Model (1) and panel-corrected standard errors with Prais–Winsten transformation to estimate Model (2).</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>This unique research confirms the positive impact of the development of Islamic finance regulation on the social performance of IBs. The results show that the development of Islamic finance regulation is consistently significant on all standard significance levels. IBs’ age and the presence of Muslim populations in the country are also significant in most estimators.</p><!--/ Abstract__block -->\u0000<h3>Research limitations/implications</h3>\u0000<p>The results of this research highlight a significant value for regulators, shareholders and the management of IBs. Without proper regulation, these banks can hardly operate under the principles and expectations of the Islamic moral economy.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>This is pioneering research that explores the development of Islamic finance regulation and market concentration as a determinant of social performance of IBs. Development of Islamic finance regulation has proved significant in all estimated models, which confirms that a new variable has been discovered among determinants of the social performance of IBs.</p><!--/ Abstract__block -->","PeriodicalId":47091,"journal":{"name":"International Journal of Islamic and Middle Eastern Finance and Management","volume":"26 1","pages":""},"PeriodicalIF":3.0,"publicationDate":"2023-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138560176","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prospects of Islamic capital market in Uzbekistan: issues and challenges 乌兹别克斯坦伊斯兰资本市场的前景:问题与挑战
IF 3 3区 经济学
International Journal of Islamic and Middle Eastern Finance and Management Pub Date : 2023-12-11 DOI: 10.1108/imefm-04-2022-0145
Alam Asadov, Ikhtiyorjon Turaboev, Ramazan Yildirim
{"title":"Prospects of Islamic capital market in Uzbekistan: issues and challenges","authors":"Alam Asadov, Ikhtiyorjon Turaboev, Ramazan Yildirim","doi":"10.1108/imefm-04-2022-0145","DOIUrl":"https://doi.org/10.1108/imefm-04-2022-0145","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>Despite its potential as an emerging market for Islamic financial services, Uzbekistan has lagged in legislative support. This study aims to evaluate the feasibility of introducing an Islamic capital market (ICM) in Uzbekistan, preceding a broader industry establishment.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>The authors begin by assessing Islamic finance literacy and the potential demand for ICMs in Uzbekistan. The authors then scrutinize Uzbekistan’s capital market legislation and its readiness. This analysis uses primary data, including surveys and interviews, and secondary data from literature and financial legislation.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>This study highlights a significant demand for ICMs, despite low Islamic finance awareness in Uzbekistan. Presently, Uzbekistan’s capital market development is lacking, with regulations not yet suitable for ICMs. As a result, legal and operational enhancements are needed.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>The authors provide essential policy recommendations for authorities and practitioners to facilitate the effective launch of ICMs and enhance Uzbekistan’s capital market stature.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>To the best of the authors’ knowledge, this is the first study offering an in-depth analysis of the potential and feasibility of ICMs in Uzbekistan.</p><!--/ Abstract__block -->","PeriodicalId":47091,"journal":{"name":"International Journal of Islamic and Middle Eastern Finance and Management","volume":"26 1","pages":""},"PeriodicalIF":3.0,"publicationDate":"2023-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138560172","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The sustainability and performance of Bank Wakaf Mikro: waqf-based microfinance in Indonesia Wakaf Mikro银行的可持续性和绩效:印尼基于waqf的小额信贷
IF 3 3区 经济学
International Journal of Islamic and Middle Eastern Finance and Management Pub Date : 2023-12-05 DOI: 10.1108/imefm-06-2022-0233
Inka Yusgiantoro, Putra Pamungkas, Irwan Trinugroho
{"title":"The sustainability and performance of Bank Wakaf Mikro: waqf-based microfinance in Indonesia","authors":"Inka Yusgiantoro, Putra Pamungkas, Irwan Trinugroho","doi":"10.1108/imefm-06-2022-0233","DOIUrl":"https://doi.org/10.1108/imefm-06-2022-0233","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>This study aims to empirically investigate the sustainability and performance of Bank Wakaf Mikro (hereafter called BWM), which is a waqf-based microfinance in the context of Indonesia.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>The authors use several model specifications. The specifications mainly take the BWM’s characteristics and governance into account. The authors use a standard-panel data approach with a fixed-effects model as the Hausman test result favors the fixed-effects model. The authors collected monthly data from the Indonesia Financial Services Authority for the period 2018–2020. The detailed data, 39 BWM enabling us to observe the financial, social and governance elements of BWMs.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>The results reveal interesting findings. The authors find that BWM characteristics, governance and social capital are significant in shaping BWM’s sustainability, performance and risk. Furthermore, the authors find that BWM located in a province with higher lending density has lower performance than those located in a province with lower lending density. The results provide some evidence on how waqf-based microfinance could achieve both economic and social goals. It could provide perspectives for stakeholders in designing microfinance institutions.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>This paper is the first to empirically study the waqf-based microfinance institutions in Indonesia by looking at the determinants of performance and sustainability of those institutions.</p><!--/ Abstract__block -->","PeriodicalId":47091,"journal":{"name":"International Journal of Islamic and Middle Eastern Finance and Management","volume":"34 1","pages":""},"PeriodicalIF":3.0,"publicationDate":"2023-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138534375","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An analysis of spatial effects of terrorism on stock market returns in the Middle East countries 恐怖主义对中东国家股市收益的空间效应分析
IF 3 3区 经济学
International Journal of Islamic and Middle Eastern Finance and Management Pub Date : 2023-11-17 DOI: 10.1108/imefm-01-2023-0031
Ali Rezazadeh, Vahid Nikpey Pesyan, Azhdar Karami
{"title":"An analysis of spatial effects of terrorism on stock market returns in the Middle East countries","authors":"Ali Rezazadeh, Vahid Nikpey Pesyan, Azhdar Karami","doi":"10.1108/imefm-01-2023-0031","DOIUrl":"https://doi.org/10.1108/imefm-01-2023-0031","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>Stock markets are highly sensitive to foreign and domestic events. Stock exchange markets react promptly to news and are known as an indicator of good and bad trading conditions. Terrorist attacks leave adverse effects on the economy and cause stock price volatility and, consequently, stock return volatility. Therefore, this paper aims to analyze the spatial effects of terrorism on stock market returns in the Middle East from 2008 to 2019.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>This paper uses analytical research design and estimates spatial model. Before estimating the spatial model, the spillover effects were confirmed for the spatial autoregressive model using Moran’s diagnostic test for spatial dependence, Geary’s C test and Akaike statistic.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>The results of this study on spatial panel data and based on spatial autoregressive estimator indicated that terrorism and associated neighborhood effects had a negative impact on stock returns in Middle East countries. Also, the corruption index and oil price negatively affected stock market return in these countries, while the democracy index had a positive effect on stock market returns. According to the results, to achieve a high and stable stock market return, it is recommended that high-level consultation is pursued with leaders of involved countries to reduce the devastating effects of terrorist activities, increase political and economic stability, attract stockholders to stock markets and spend corresponding incomes developing the infrastructures in this sector in countries of this region.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>Most of the studies have investigated the impact of terrorism on the stock market returns at the national or provincial level. However, the effect of terrorism on the stock market index in the tense region of the Middle East, which is the center of terrorist attacks in the world, has not been dealt with by considering the spatial econometric effects. Thus, to the best of the authors’ knowledge, this research is a first attempt to study the impact of terrorism on the stock market returns in Middle East countries using the spatial econometric approach.</p><!--/ Abstract__block -->","PeriodicalId":47091,"journal":{"name":"International Journal of Islamic and Middle Eastern Finance and Management","volume":"69 1","pages":""},"PeriodicalIF":3.0,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138534381","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Antecedents of Islamic welfare: productivity, education, and the financial aspect 伊斯兰福利的前身:生产力、教育和财政方面
3区 经济学
International Journal of Islamic and Middle Eastern Finance and Management Pub Date : 2023-11-14 DOI: 10.1108/imefm-07-2022-0299
Meri Indri Hapsari, Amin Hanif Mahmud, Sri Herianingrum, R. Moh Qudsi Fauzy, Siti Ngayesah Ab. Hamid, Arka Prabaswara, Lina Mawaddatul Masfiyah
{"title":"Antecedents of Islamic welfare: productivity, education, and the financial aspect","authors":"Meri Indri Hapsari, Amin Hanif Mahmud, Sri Herianingrum, R. Moh Qudsi Fauzy, Siti Ngayesah Ab. Hamid, Arka Prabaswara, Lina Mawaddatul Masfiyah","doi":"10.1108/imefm-07-2022-0299","DOIUrl":"https://doi.org/10.1108/imefm-07-2022-0299","url":null,"abstract":"Purpose The purpose of this study is to analyse, firstly, whether education, financial inclusion, financial literacy and financial planning can be antecedents that affect Islamic welfare and, secondly, whether productivity can be a mediator to improve Islamic welfare. Design/methodology/approach This study involved quantitative research using data obtained from a survey. The respondents were 538 Muslim families in East Java, Indonesia. Structural equation modelling was used for the analysis. Findings This study tested 13 hypotheses, of which 10 were accepted. The accepted hypotheses refer to the effects of financial literacy on productivity, financial inclusion on productivity, financial planning on productivity, financial planning on Islamic welfare, education on Islamic welfare, productivity on Islamic welfare, financial literacy and productivity on Islamic welfare, financial inclusion and productivity on Islamic welfare and financial planning and productivity on Islamic welfare, as well as the effects of financial inclusion on Islamic welfare. Meanwhile, three hypotheses were not accepted; they refer to the effects of financial literacy on Islamic welfare, the effect of education on productivity, as well as the impact of education and productivity on Islamic welfare. Research limitations/implications The study was conducted only with respondents living in East Java, so the results depict the condition of Muslim families’ welfare in East Java. Originality/value Research into the antecedents of Islamic welfare has received little academic attention, so this study explores how education, financial inclusion, financial literacy, financial planning and productivity could affect Islamic welfare among Muslim families.","PeriodicalId":47091,"journal":{"name":"International Journal of Islamic and Middle Eastern Finance and Management","volume":"49 26","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134902504","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bank-specific factors, market conditions and the riskiness of Islamic and conventional banks: evidence from recent quantile approaches 银行特定因素、市场条件和伊斯兰银行和传统银行的风险:来自最近的分位数方法的证据
3区 经济学
International Journal of Islamic and Middle Eastern Finance and Management Pub Date : 2023-10-20 DOI: 10.1108/imefm-11-2022-0435
Resul Aydemir, Huzeyfe Zahit Atan, Bulent Guloglu
{"title":"Bank-specific factors, market conditions and the riskiness of Islamic and conventional banks: evidence from recent quantile approaches","authors":"Resul Aydemir, Huzeyfe Zahit Atan, Bulent Guloglu","doi":"10.1108/imefm-11-2022-0435","DOIUrl":"https://doi.org/10.1108/imefm-11-2022-0435","url":null,"abstract":"Purpose The purpose of this paper is to investigate how bank-specific factors affect the riskiness of conventional and Islamic banks in response to shocks in major financial indices as market conditions change. Design/methodology/approach The authors use a multivariate quantile model using daily equity returns data to analyze financial risk spillovers in the values at risk that may occur between major financial indices and the equity prices of conventional and Islamic banks worldwide. Then, using both quantile and quantile-on-quantile models, the authors examine the effects of bank-specific variables such as leverage ratio, bank size, return on equity and capital adequacy ratio on the initial impact of shocks in major global financial indices on bank equity price returns at different quantiles of shocks and bank-specific variables. Findings The findings reveal that major financial indices can predict bank stock returns. Moreover, the authors find that the effect of bank-specific factors on the riskiness of banks is heterogeneous in that it depends on the bank type (Islamic vs conventional), the level of banking variable (high vs low) and, more importantly, market conditions. Originality/value To the best of the authors’ knowledge, this is the first study that compares the dual banking system with stock market performance while considering bank-specific variables as market conditions change. The results of this study reveal that the effect of bank-specific variables on bank performance varies according to different quantiles of shocks and bank-specific variables. Islamic banks may echo or differ from conventional banks depending on the specific factor under investigation.","PeriodicalId":47091,"journal":{"name":"International Journal of Islamic and Middle Eastern Finance and Management","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135565730","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluating the technical efficiency of Saudi Arabian telecommunications companies using window DEA and AHP techniques 利用窗口DEA和AHP技术评价沙特阿拉伯电信公司的技术效率
3区 经济学
International Journal of Islamic and Middle Eastern Finance and Management Pub Date : 2023-10-12 DOI: 10.1108/imefm-02-2023-0043
Amr Abdel-Halim, Mohammed Al Khars, Ahmad Alnasser
{"title":"Evaluating the technical efficiency of Saudi Arabian telecommunications companies using window DEA and AHP techniques","authors":"Amr Abdel-Halim, Mohammed Al Khars, Ahmad Alnasser","doi":"10.1108/imefm-02-2023-0043","DOIUrl":"https://doi.org/10.1108/imefm-02-2023-0043","url":null,"abstract":"Purpose This study aims to evaluate the efficiency of the three telecommunications companies in Saudi Arabia: Saudi Telecom Company (STC), Mobily and Zain over the period of 2010–2019. This evaluation is a step toward improving the performance of the Saudi telecommunications sector. Design/methodology/approach Three multicriteria decision-making (MCDM) techniques were used to calculate technical efficiency. These techniques include the traditional data envelopment analysis (DEA), window DEA and analytical hierarchy process (AHP). The three inputs used were total assets, operating expenses and capital expenditures, whereas the two outputs were sales revenue and total stockholders’ equity. Findings STC was ranked first using the three techniques, followed by Zain, and then Mobily. According to the DEA window analysis, these three companies were all efficient only in 2012. The efficiency was high in the initial years, 2010–2013, when it was above 0.90, and it dropped below 0.90 in the subsequent years, 2014–2019. In addition, the efficiency of STC remained high, with an average of 0.990. However, the average efficiencies of Zain and Mobily during this period were 0.807 and 0.804, respectively. Originality/value This is the first study to use the three MCDM techniques to evaluate the performance of telecommunications providers. The results show that window DEA is better than the other two techniques at evaluating performance over time, as it has a higher discrimination power than either the traditional DEA or AHP.","PeriodicalId":47091,"journal":{"name":"International Journal of Islamic and Middle Eastern Finance and Management","volume":"0 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135922884","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predicting the future financial performance of Islamic banks: a sentiment analysis approach 预测伊斯兰银行未来的财务表现:一种情绪分析方法
3区 经济学
International Journal of Islamic and Middle Eastern Finance and Management Pub Date : 2023-09-29 DOI: 10.1108/imefm-07-2022-0267
Javid Iqbal, Muhammad Khalid Sohail, Muhammad Kamran Malik
{"title":"Predicting the future financial performance of Islamic banks: a sentiment analysis approach","authors":"Javid Iqbal, Muhammad Khalid Sohail, Muhammad Kamran Malik","doi":"10.1108/imefm-07-2022-0267","DOIUrl":"https://doi.org/10.1108/imefm-07-2022-0267","url":null,"abstract":"Purpose This study aims to predict the financial performance of Islamic banks with sentiments of management from the textual information in annual reports. Design/methodology/approach The study uses data from 33 Islamic banks in six Islamic countries from 2006 to 2020. The authors estimate the model using the system GMM because it helps dealing with endogeneity problem, which are inherent in panel data. Findings The findings of the study reveal that there is a strong relationship between the sentiment expressed by management in annual reports and the current (future) financial performance of Islamic banks. The higher the positive sentiments of management, the better financial performance. In addition, the study also suggests that negative sentiments using term frequency-inverse document frequency is linked to a decrease in banks’ financial performance. Research limitations/implications The study does not present the Islamic view on sentiment analysis in the context of Islamic scriptures due to the unavailability of a relevant dictionary. Practical implications The findings of the study suggest that developing accurate models with the help of textual information for performance prediction of Islamic banks help shareholders, regulators and policymakers avoid devastating events. Using textual information may also help reduce the information asymmetry between the management and shareholders, which may lead to more efficient bank supervision. The study can also help investors evaluate their prospective investments in the Islamic bank. Originality/value To the best of the authors’ knowledge, this study is the first of its kind that uses management sentiments for performance prediction of the Islamic banking sector. It may add a valuable contribution to the existing literature.","PeriodicalId":47091,"journal":{"name":"International Journal of Islamic and Middle Eastern Finance and Management","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135131745","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Equity financing and Islamic bank stability: evidence from Malaysia and Indonesia 股权融资与伊斯兰银行稳定性:来自马来西亚和印度尼西亚的证据
IF 3 3区 经济学
International Journal of Islamic and Middle Eastern Finance and Management Pub Date : 2023-09-12 DOI: 10.1108/imefm-03-2022-0106
Norfaizah Othman, Mariani Abdul-Majid, Aisyah Abdul-Rahman
{"title":"Equity financing and Islamic bank stability: evidence from Malaysia and Indonesia","authors":"Norfaizah Othman, Mariani Abdul-Majid, Aisyah Abdul-Rahman","doi":"10.1108/imefm-03-2022-0106","DOIUrl":"https://doi.org/10.1108/imefm-03-2022-0106","url":null,"abstract":"\u0000Purpose\u0000This paper aims to determine the effect of equity financing on bank stability during normal and crisis periods.\u0000\u0000\u0000Design/methodology/approach\u0000This study uses a static panel regression that includes pooled ordinary least square, random effect and fixed effect model to examine the influence of equity financing on bank stability. In estimating bank stability during a financial crisis, the authors predict the occurrence of a crisis using the early warning system (EWS). The authors then used z-score to measure Islamic banks’ stability.\u0000\u0000\u0000Findings\u0000Islamic banks that offer equity financing structure are more stable compared to Islamic banks without such structure. Islamic banks with medium equity financing have highest stability relative to Islamic banks with high or low equity financing. During crises, the Islamic banks with equity financing structure remain relatively stable compared to other Islamic banks.\u0000\u0000\u0000Research limitations/implications\u0000The sampling coverage could have included a larger number of countries and banks.\u0000\u0000\u0000Practical implications\u0000The authorities need to strengthen the banking framework to support the Islamic financial products by encouraging a wider use of risk-sharing instruments. Besides using a debt-like financing structure, Islamic banks should also place emphasis on equity financing in instilling the banking sector stability. In monitoring banks with equity financing, the authorities may need to look into the level of equity financing.\u0000\u0000\u0000Social implications\u0000Besides avoiding riba and gharar in financing, equity financing encourages cooperation and participation among society as they share the risks.\u0000\u0000\u0000Originality/value\u0000This paper analyses the effect of equity financing on the Islamic banks stability during normal and crisis periods. This paper further examines the intensity of the equity financing and its influence on bank stability.\u0000","PeriodicalId":47091,"journal":{"name":"International Journal of Islamic and Middle Eastern Finance and Management","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2023-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43052095","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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