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This research navigates the confluence of data analytics, machine learning, and artificial intelligence to revolutionize the management of urban services in smart cities. The study thoroughly investigated with advanced tools to scrutinize key performance indicators integral to the functioning of smart cities, thereby enhancing leadership and decision-making strategies. Our work involves the implementation of various machine learning models such as Logistic Regression, Support Vector Machine, Decision Tree, Naive Bayes, and Artificial Neural Networks (ANN), to the data. Notably, the Support Vector Machine and Bernoulli Naive Bayes models exhibit robust performance with an accuracy rate of 70% precision score. In particular, the study underscores the employment of an ANN model on our existing dataset, optimized using the Adam optimizer. Although the model yields an overall accuracy of 61% and a precision score of 58%, implying correct predictions for the positive class 58% of the time, a comprehensive performance assessment using the Area Under the Receiver Operating Characteristic Curve (AUC-ROC) metrics was necessary. This evaluation results in a score of 0.475 at a threshold of 0.5, indicating that there's room for model enhancement. These models and their performance metrics serve as a key cog in our data analytics pipeline, providing decision-makers and city leaders with actionable insights that can steer urban service management decisions. Through real-time data availability and intuitive visualization dashboards, these leaders can promptly comprehend the current state of their services, pinpoint areas requiring improvement, and make informed decisions to bolster these services. This research illuminates the potential for data analytics, machine learning, and AI to significantly upgrade urban service management in smart cities, fostering sustainable and livable communities. Moreover, our findings contribute valuable knowledge to other cities aiming to adopt similar strategies, thus aiding the continued development of smart cities globally.

The purpose of this study is to analyze the profitability performance of Islamic banks (IBs) of the Gulf Cooperation Council (GCC) region during 2008 global financial crisis.

Bank-specific data are taken from the Bank Scope database and macroeconomic data are collected from International Financial Statistics. Using a panel data series of 30 banks for the period of 2005 to 2011, the study shows the evidence of structural break for the crisis year as well as the factors that impact the profitability of IBs.

The performance of GCC IBs was significantly influenced during the crisis period by capital adequacy, credit risk, financial risk, operational efficiency, liquidity, bank size, gross domestic product, growth rate of money supply, bank sector development and inflation rate. The study also finds that there is a structural change before and after the global financial crisis.

This is an original study that shows that the Sharīʿah-compliant banks have performed better during the crisis and are not affected based on their internal performance records; rather, they have been affected indirectly from the macro shock owing to the overall economic crisis.

This study aims to examine the impact of economic globalization on bank profitability in Sub-Saharan Africa.

The empirical analysis is based on panel data of banks spanning 2008–2016. Relying on the KOF Globalization Index, the study uses financial globalization and trade globalization as measures of economic globalization. The authors employ the system generalized method of moments technique to establish the relationship between economic globalization and bank profitability while controlling for the effect of bank-specific and macroeconomic factors.

The results show a negative significant effect of financial and trade globalization on bank profitability, signifying the intense competition of banks in Sub-Saharan Africa accelerated by globalization. The negative effect of economic globalization holds irrespective of the indicator of bank profitability. Bank size exerts a significant effect on profitability though the impact is negative for return on equity measure. The findings further reveal a positive significant impact of GDP growth and inflation on profitability.

This paper presents a pioneering work on the impact of economic globalization on bank profitability in the Sub-Saharan African context per the researchers' knowledge.

Cash waqf is a powerful financial instrument that deals with the issue of liquidity constraints in waqf institutions. While there are several models of cash waqf operating in different countries, there is increasing demand for innovative cash waqf models, especially within the financial technology context. This paper aims to propose a practical alternative model of funding for waqf institutions using the concepts of crowdfunding and cash waqf.

This study evaluated the literature relevant to cash waqf models that have been implemented in different countries and proposed a new viable alternative model.

Results offer an alternative financing model, named crowdfunding cash waqf model, for waqf institutions to overcome monetary constraints and enable development projects to be completed.

The current study has important implications for both officials and relevant stakeholders. It is sought to bring better consistency between cash waqf donors, solving the liquidity problem faced by waqf institutions, enhancing the transparency of waqf institutions and their use of waqf funds, wealth circulation and financing businesses without interest-based loans (riba). By incorporating a crowdfunding and investment mechanism in the model, this method of collecting funds will assist governments in reducing their expenditure on waqf institutions and other social development programmes.

The proposed model differs from current methods of generating cash waqf, including those are also internet-based. The proposed model is devised to help waqf institutions achieve financial sustainability by including an investment mechanism in the model to sustain the development of waqf projects.

The purpose of this paper is to find applicable Islamic pricing benchmarks (IPBs) instead of the market interest rates which are currently used in Islamic finance as benchmark.

The suggested model (Islamic pricing benchmark model (IPBM)) obviously reveals the feasibility and practical effectiveness of a substitute to London Interbank Offered Rate (LIBOR) and as an evaluator tool to suggested investment projects. The model is a suggested mechanism which could be used as an alternative choice to the conventional borrowing based on the forbidden Riba or on interest. The suggested IPBM depends on estimating the rate of return for any project on consideration of the cash flows in future which is expected to be relative to the invested capital.

The IPBM approach might be applied to financial tools, where the fund owner bears the loss since it is not because of negligence. An instrument to help identify the investment for target rates of return (as an alternative choice to LIBOR) to identify a breakeven point based on expected cash flows for the project to be financed instead of based on seeking the indicators of interest or Riba (as LIBOR). This feature of the IPBM model as an Islamic benchmark renders it as a Shariah pricing mechanism for the Islamic financial products.

The IPBM could be used as a financial instrument to assist in identifying the investment for the target return rates to determine a breakeven point based on expected cash flows for the project to be funded instead of being based on seeking the interest indicators or Riba (as LIBOR). This feature as an Islamic benchmark is considered as a Shariah pricing mechanism for the Islamic financial products. In particular, the proposed model incorporates the Shariah parameters. In that, it is hoped that the Islamic financial instruments will be more comprehensive in their Shariah compliance and thereby may bring more credibility to the Islamic financial system in general.

This paper highlights several important issues related to the IPBMs in Islamic financial institutions which are not widely discussed among researchers. This study contributes to finding an alternative IPB for the Islamic financial products which is currently using the conventional interest rate (LIBOR) as its benchmark. The current study provides empirical evidence for the possibility of relying on the IPBM as an Islamic benchmark to price Islamic financial transactions.

The purpose of this paper is to examine the impact of trade openness on the cost of financial intermediation and bank performance. Developed and developing countries are currently pursuing trade openness to achieve higher bank performance with less intermediation costs.

In attaining the study's objectives, several regression methodologies were employed (i.e. system generalized method of moments (GMM), fixed effect, pooled ordinary least squares (OLS) and vector error correction model (VECM)). The authors tested the hypothesis on data of 885 banks from BRICS countries, which span 18 years (2000–2017).

The results from this robust study showed that embedding higher trade openness reduces financial intermediation costs and improves banks' performance. The results remain robust following the use of different estimation methods and alternative variables as proxies. In addition, results were still valid upon considering bank level, industry level and country level as control variables. It was also observed that the relation pattern holds its rigidity during “good” and “bad” times (i.e. the global financial crisis).

The results provide better references for bank regulators, academics and policymakers to take advantage of the low financial intermediation costs resulting from trade openness.

This paper examines the financial ratios that may have a significant effect on the efficiency in Malaysian listed companies. Nine financial ratios measure seven variables which are firm visibility, tangibility, working capital, leverage, liquidity, productivity and profitability.

Data are collected from 108 public listed companies in Malaysia. The data extracted from companies' annual reports for three years 2012–2014. STATA software analysis is used to examine these relationships.

The results show each of tangibility and liquidity have negative relationships with efficiency ratio. In against of that, profitability, working capital and productively positively link to efficiency. Leverage which is measured by two ratios – Debt ratio and Debt equity ratio – shows mix results. Debt ratio shows a positive but not significant relationship with efficiency ratio and Debt equity ratio shows a negative significant relationship with efficiency ratio.

The results benefit companies, investors, economists and governments regulators in Malaysia-to understand the efficiency determinants, so help to make the right decision to enhance the efficiency level in companies which leads to enhance the amount of investments which in turn, enhance the country's economy in general.

This study differs than previous studies number of aspects: first the study covers a three years' period between 2012 and 2014, this period presents the movement of Malaysian current into depreciation with more than 45 percent of its value. Second, in the Malaysia context, this study examines new variables such as firm visibility, tangibility, and productivity. Third, the results of this study will help managers, shareholders, investors, regulators and other parties to make right decisions that will enhance the level of firm efficiency which enhances the investments and the economy of Malaysia.

Islamic banks, despite being Shariah-compliant, have long been criticized for mimicking conventional banks in terms of their products and processes (Khan, 2010; Kuran, 1996). However, several Islamic banks do engage in philanthropy (zakat and charity) and risk-sharing financing (mudarabah and musharakah) instruments that better meet their raison d'etre, the fulfillment of Maqasid al-Shariah (Jatmiko et al., 2023). These contracts, however, are more susceptible to moral hazard and adverse selection problems than traditional debt-based finance (Azmat et al., 2015) and may impair Islamic bank stability. This paper explores the relationship between social finance and the stability of Islamic banks, and whether institutional quality moderates this relationship.

Using hand-collected annual data on social finance from 12 Islamic banks in four countries: Bangladesh, Bahrain, Indonesia and Malaysia, between 2006 and 2019, the authors employ the feasible generalized least squares and the panel-corrected standard errors methods for the analysis. The Stata version 16 software was used to analyze the data for the study.

The results indicate that mudarabah and musharakah financing raises the stability of Islamic banks. The authors also found that mudarabah and musharakah expose Islamic banks to more risk-taking behavior amidst the conditioning effect of institutional quality. On the other hand, charity induces the stability of Islamic banks, while zakat increases the risk-taking behavior of the banks. Further, when the quality of institutions was used as a moderator, both zakat and charity induced the stability of Islamic banks. The results were robust when liquidity risk was used and partially robust when portfolio risks were employed as measures of stability.

One concern regarding the application of Islamic social finance is that it might be a risky strategy for Islamic banks. In terms of research implications, the available evidence suggests that the use of Islamic social finance instruments is not detrimental to the stability of Islamic banks. Hence, regulators and policymakers should not penalize Islamic banks for using Islamic social finance instruments that help provide financial solutions to the underserved and unserved. In terms of research limitations, the study could not include other relevant Islamic social finance instruments such as waqf and qard al-hassan. Furthermore, data availability restricts the analysis to only 12 Islamic banks in fourcountries. As more Islamic banks in different countries venture into Islamic social finance, and the quantity and quality of information improve, future studies could explore the issue further.

The available evidence suggests that the use of Islamic social finance instruments does not worsen the stability of Islamic banks. Given the dominance of sale- and lease-based contracts in Islamic financing (Aggarwal and Yousef, 2000; Šeho et al., 2020), these findings should encourage other Islamic banks to provide financial solutions using other Shariah-compliant contracts including those based on risk-sharing and philanthropy. This would be a better reflection of the Islamic banks’ value proposition as it helps boost social activities that have a high impact on the activities of small businesses, contributing to the real economy and promoting well-being in society.

Previous studies mainly relied on mudarabah, mushakarah and zakat separately as they relate to the performance of Islamic banks. This study explores the impact of social finance which includes charity and zakat to examine their impact on Islamic banks’ stability. Further, the authors use institutional quality as a moderating variable in the relationship between Islamic social finance instruments and the stability of Islamic banks.

The peer review history for this article is available at: https://publons.com/publon/10.1108/IJSE-06-2022-0441

Innovation, privatisation and property development.

Undergraduate and MA level property development courses; modules covering privatisation within undergraduate, MBA and MA level management programmes.

This paper presents the genesis and motivating factors that stimulate a managing director of a housing development (D&B Private Limited Company) to introduce innovation as a strategic solution to the challenges which hinder his firm's growth. The recently launched Ten Malaysian Plan and the Sustainable Programme for Corporate Malaysia are identified as the two stimulating events that triggered the initiation and subsequent implementation of innovation into Design and Build Sdn Bhd. Innovation has been recognized as an endeavor that impacts positively and significantly the performance of the firm that innovates. There was a major focus on factors that enhance innovation of a firm: structure, culture, resources and how to address or react to external factors such as government regulation on innovation, environmental uncertainty and market competition. The quest to be an innovative firm has led to major changes in the structure, culture and review of the firm intangible resources. Coupled with some corporate responsibilities, Design and Build Sdn Bhd has been recognized for its unique performance resulting from the competitive advantage derived from this very idea of innovations.

Students are expected to be able: to present a basic understanding of the motivations and driving force behind the housing developer's keen interest to innovate, to present the multiple benefits of adopting innovation in the housing industry, to highlight the internal and external factors which positively influence innovation among housing developers?, to present how housing developers are able to manage challenges facing their companies through innovation.

Teaching notes.