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This study aims to examine the validity of the installment payment contract when using the first Islamic credit card (ICC) in Jordan and will explore the hidden techniques that are used to operate such a financial product. The purpose of the study will be achieved by examining the structure and the issues surrounding the first ICC that was introduced to the Jordanian market as a hybrid contract of Qard Hassan (benevolent loan), Murabaha, Wakalah (agency) and Bay‘ Al Ajjal (credit sale). In addition, a further objective is to examine whether this credit card is a Sharia-compliant financial product.

A qualitative research method approach was adopted to understand the issues, nature and structure of the first Jordanian ICC. This was due to the explanatory nature of the product, the different financial solutions it offered and the fact that the ICC in Jordan is, to date, relatively unexplored. This paper used the technique of content/thematic analysis that involves multiple sequenced steps to analyze these matters.

The main finding of this research is that the first ICC in the Jordanian financial market has caused a degree of uncertainty. This is because, once a customer decides to choose the installment payment contract option, the bank does not have real possession of the assets in question. The issue of constructive possession has been denied by several classic and contemporary Islamic scholars, including the General Iftaa Department of Jordan. Therefore, it can be seen that the installment payment contract option does not comply with Islamic principles and particular Fatwas that have been decreed.

This is the first study that shows how the first ICC, being a new Islamic financial product in Jordan, operates in relation to the installment payment contract. In addition, focusing on the concept of changing the nature of the contract from a Qard Hassan (benevolent loan) to a hybrid contract is significant, to encourage Islamic scholars to take a clear, legal stand under Sharia law.

This paper aims to investigate the factors affecting intentions to select Islamic credit cards in Pakistan by using the theory of reasoned action (TRA) model. In general, bank customers are aware of credit card facility, but the leading factors to select Islamic credit cards are particularly unexplored. Due to this fact, the study examined the effect of subjective norm (SN) and attitude (ATT) with the inclusion of new construct, namely, perceived financial cost (PFC) to predict the intention of customers about the Islamic credit card in Pakistan.

Sample data were conveniently drawn from the bank customers with the help of a self-administered survey based questionnaire, which was consisted over five-point Likert scale. The study uses a sample of 492 bank customers located in the biggest city of Pakistan. Out of these responses, only 466 responses were used in the analysis, while the remaining responses were ignored due to missing data and incomplete responses. The data were analyzed through factor and regression analysis.

Findings from regression analysis suggest that SN and ATT show positive and significant impact on intentions to select an Islamic credit card, while PFC has a negative impact on intentions to select Islamic credit cards. Moreover, SN was found to be the most influential factor to predict the selection of Islamic credit card.

This study has some practical implications for the academicians and Islamic bank managers. Through this research, bank managers can educate their customers about Islamic credit and financial products. Not only this, they should develop a strategy for the awareness of Islamic banking products through social networking and other marketing modes. On the other side, this study laid a foundation for future researchers to explore additional predictors of Islamic credit card. Their empirical work will provide a help to benefit and understand customers’ financial knowledge.

Islamic credit facility is entirely new in Pakistan and lacking with empirical support. Therefore, this investigation contributes to the existing body of knowledge by providing a comprehensive explanation on the Islamic credit card service in Pakistan.

The main aim of this paper is to identify whether certain consumers behave irrationally when it comes to select banking products. This paper builds on one of the most significant banking products that is the credit card.

This is an exploratory research paper. Therefore, only descriptive analysis on the differences between three credit card user groups such as the Islamic credit card users, conventional card users and users who decide to use both credit cards, conventional and Islamic, were presented.

The demographic and psychographic factors for the three different groups differ. In addition, there are four factors that influence the credit card selection. The factors are insurance/takaful provided by the credit issuers, cost associated with the credit card, the reward points programme offered and the convenience factors. Furthermore, the study found that three of the factors except insurance/takaful are significantly different between three credit card groups.

This paper is limited to the context of Malaysia and the respondents are mostly from the same ethnic. Therefore, it could not be generalised in the context of other countries and further studies comparing different culture or ethnic could benefit and enrich the topic of study.

The Islamic and conventional banks could focus on several factors influencing customers’ selection and could focus to improve certain lacking areas as perceived by the consumers. The ability to increase the perceptions of the consumers regarding their credit cards will enable their products to be chosen in the market.

There was a significant amount of literature discussed in the Islamic banking selection factors. However, little attention being paid to the selection of a specific bank’s product. This study offers a study that looks into the selection of the credit card offered by the banks in respect to the irrational behaviours of the religious consumers in economic activities as compared to the conventional economists. This paper will contribute to the body of existing literature of banking selection.

The purpose of this paper is to analyze the probability of Islamic credit card usage intention among Islamic banks' customers. Financial cost, knowledge of Islamic credit card, attitude, financial recommendation and demographic items were examined in order to determine whether these factors are influencing the Islamic credit card usage intention or not.

Drawing upon the theory of reasoned action (TRA), this study proposes a conceptual model to examine the factors determining the Islamic credit card usage intention. The research model is evaluated using survey data from 354 respondents with the help of a questionnaire.

The results reveal that “financial recommendation”, “knowledge on Islamic credit card”, “age (young)”, “marital status”, “religion” and “education level” are significantly affecting the Islamic credit card usage intention. The research also concludes that “attitude on Islamic credit card” appears to have no effect on the Islamic credit card usage intention.

The research has two limitations. The limitations however provide support for future researches in the area of Islamic credit card. Despite the limitations, the study contributes to the body of academic knowledge by shedding more light onto the factors affecting Islamic credit card usage intention.

Insights reported from this study are of particular importance to bank managers, providing them with an improved understanding pertaining to the Malaysian bank customers' usage intentions for Islamic credit cards. The research helps them to better plan for Islamic credit card facilities, in order to cater for the financial needs of Malaysia bank customers.

The contribution of the research lies in achieving a more profound understanding of Malaysia bank customers' usage intentions for Islamic credit cards. The research manages to discover the factors which particularly determine the use of Islamic credit cards. It also expands the literature on Islamic credit cards.

Understanding the important patronage factors of Islamic credit card as a new e-commerce banking service is essential for bankers and users. Although some previous studies have focused on the factors that influence adoption of Islamic credit card, there are few empirical research studies that use a well-established adoption model that helps bankers and consumers to accept and use the Islamic credit card. This study aims to provide such a model to facilitate the adoption of Islamic credit card.

In response, a conceptual model was developed that combines the Technology Acceptance Model (TAM) with perceived religiosity (a new developed construct in this study) and trust to explain usage intention of this new banking product. Accordingly, the data were collected from 327 bank customers, and the results supported the applicability of TAM to describe usage behavior of Islamic credit card. Besides, the newly developed construct (perceived religiosity) increased the TAM power regarding explaining adoption of a new e-commerce banking service.

Theoretically, the results of this study advocate that perceived religiosity increase the TAM predictive power to clarify intention to use. While, perceived usefulness, perceived ease of use and attitude explained low level of the variance regarding intention to use, by adding perceived religiosity to TAM, these constructs contributed to an increase in the described variance, therefore offering a better explanatory power. In addition, the proposed joint TAM, perceived religiosity and trust explained 57.1 per cent of usage behavior variance. These results are of prime importance, as, to the best of the authors’ knowledge, this is the first study that proves the applicability of TAM for explaining adoption and usage of the Islamic credit card.

The findings of the current study showed that perceived usefulness is an important factor effecting people’s intention to use the Islamic credit card. Consequently, managers need to first ensure that the Islamic credit card and its services are technically sound and work in an appropriate manner. The focus should be on promoting speed, efficiency and effectiveness of this new product. In financial part, there is a need to reduce the interest rate in the long run to encourage potential users to consider the usage of the Islamic credit card and its offered services.

The purpose of this paper is to explore factors influencing Malaysian bank customers to choose Islamic credit cards. The bank customers generally aware of Islamic credit card facilities in Islamic banks but factors leading them to choose it are particularly unexplored. Given the importance of Islamic credit cards to Islamic banks, the study is aimed at explaining the effects of attitude, subjective norm and perceived financial cost on the Malaysian bank customers' behavioral intention to choose Islamic credit cards.

Drawing upon the theory of reasoned action (TRA), this study suggests a modified model to examine the acceptance factors of attitude, subjective norm and perceived financial cost within a context of Islamic credit cards. This paper extends partial least squares (PLS) to examine the impacts of these factors on the intention to choose Islamic credit cards. The model is tested using a survey data from 257 respondents.

The results reveal that attitude, subjective norm and perceived financial cost significantly influence the intention to choose Islamic credit card. Of these, attitude is first ranked as an influential factor in explaining one's intention to choose Islamic credit cards. All hypotheses are supported. The findings have proven the soundness of the TRA for study in the area of Islamic credit cards. Earlier works in Islamic credit cards have not ready to apply TRA in their works. The current research is thus closed the gap.

Pertaining to research limitations, this paper reveals two limitations owing to their future directions for future research on Islamic credit cards. This study indicates that its contributions are particularly confined to potential users in Eastern-Malaysia whilst those from Western-Malaysia are largely untapped. Further research is required to include users from both geographies. Owing to time and financial constraints, this study is only analyzed three factors in explaining the behavioral intention to choose Islamic credit cards. Therefore, future studies in this area should examine new potential factors contributing the receptivity.

Findings generated from this study serve as a basis for more future works in the area of Islamic credit cards. The theory developed in the current study's model could also be generalized into other contexts of Islamic banking products and services. Practically, branch managers of Islamic banking institutions are of considerable importance to extend the findings of this study to better future planning of their Islamic credit card services.

This study extends the applicability of the TRA model into a newly context of Islamic credit cards. Empirically, this study also integrates the effect of perceived financial cost on the intention to choose Islamic credit cards. This study offers insights with respect to factors affecting one's decision to choose Islamic credit cards.

The purpose of this paper is to develop a new Islamic credit card model that is in line with Shariah principles and can be adopted as an alternative to contemporary Islamic credit card models by Islamic financial institutions in Malaysia.

This paper is theoretical in nature and mainly based on descriptive research method approach.

The overall findings indicate that the contemporary practice of Islamic credit card in Malaysia is still controversial in its design and operation. Moreover, the adoption and practice of Shariah contracts in bay’ al-inah, tawarruq and ujrah models are not in line with fundamental doctrines of Shariah and are imbued with the practice of hilah (legal trick), which allows them to circumvent the prohibition of riba. The paper indicates that Al-Muqassah model possibly has a comparative advantage in design and operation when compared with the bay’ al-inah, tawarruq or ujrah models.

The paper is limited to develop a new Shariah-compliant Islamic credit card model. The paper presents a design and defines the underlying Islamic financial contracts and their working mechanisms in the proposed model. However, it will not address other related areas like consumer perception, legal and regulatory requirements.

The paper will have direct implications on contemporary practice of Islamic credit card in Malaysia and elsewhere. The practice of Al-Muqassah model can also possibly have effects on common well-being and economic development.

The paper has relevance for Islamic financial institutions offering Islamic credit cards. The proposed model is fully in line with fundamental doctrines of Shariah and performs the key functions of an Islamic credit card.

Despite the practice of credit card services by Islamic financial institutions (IFIs) is debatable, Islamic banks (IBs) have been offering this product. Both Muslim and non-Muslim customers have subscribed to the products. Thus, it is critical to analyse the strategy of IBs’ moral messages in reminding their Muslim and non-Muslim customers to repay their credit card debts. This paper aims to investigate this issue in Indonesia using data mining via machine learning.

This study examines the IBs’ customers across the 32 provinces of Indonesia regarding their moral status in credit card debt repayment. This work considers 6,979 observations of the variables that affect the moral status of the IBs’ customers in repaying their debt. The five types of data mining via machine learning (i.e. Boruta, logistic regression, Bayesian regression, random forest, XGBoost and spatial cluster) are used. Boruta, random forest and XGBoost are used to select the important features to investigate the moral aspects. Bayesian regression is used to get the odds and opportunity for the transition of each variable and spatially formed based on the information from the logistical intercepts. The best method is selected based on the highest accuracy value to deliver the information on the relationship between moral status categories in the selected 32 provinces in Indonesia.

A different variable on moral status in each province is found. The XGBoost finds an accuracy value of 93.42%, which the three provincial groups have the same information based on the importance of the variables. The strategy of IBs’ moral messages by sending the verse of al-Qur’an and al-Hadith (traditions or sayings of the Prophet Muhammad PBUH) and simple messages reminders do not impact the customers’ repaying their debts. Both Muslim and non-Muslim groups are primarily found in the non-moral group.

This study does not consider socio-economic demographics and culture. This limitation calls future works to consider such factors when conducting a similar topic.

The industry professionals can take benefit from this study to understand the Indonesian customers’ moral status in repaying credit card debt. In addition, future works may advance the recent findings by considering socio-cultural factors to investigate the moral status approach to Islamic credit warnings that is not covered by this study.

This work finds that religious text of credit card repayment reminders sent to Muslims in several provinces of Indonesia does not affect their decision to repay their debts. To some extent, this finding draws a social issue that the local IBs need to consider when implementing the strategy of credit card repayment reminders.

This study credits a novelty in the discourse of data science for Islamic finance practices. Specifically, this study pioneers an example of using data mining to investigate Islamic-moral incentives in credit card debt repayment.

The purpose of this paper is to examine the relationship between attitude, subjective norm, perceived behavioural control, religiosity, knowledge and Shariah-compliance with intention to hold Shariah-compliant credit card (SCCC) amongst Muslims and non-Muslims.

Researchers used survey questionnaire to collect data and applied a purposive sampling method, then analyzing the data using descriptive statistics and also multi-group analysis of SmartPLS.

For Muslims, attitude, subjective norm, Shariah-compliance, knowledge and religiosity are positively significant. While for non-Muslims, only attitude and subjective norm are positively significant to intention to hold SCCCs.

The behavioural study only focusses on intention to hold Islamic credit cards, which is constraining the extended model of the theory of planned behaviour (TPB) without the actual performance of the behaviour, which is holding SCCCs. Secondly, the research caters for a single method, namely, quantitative without including the qualitative method to better understand and explore other factors affecting consumers’ behavioural intention. The qualitative part can be carried out by conducting interviews with practitioners, regulators and customers. Thirdly, the cultural dimensions are not combined as parts of TPBs’ antecedents for extended model that could be affecting intention, as Malaysia has diverse ethnic groups with different religious background.

In terms of managerial implications, the findings will further assist financial service providers to develop more effective marketing strategies for Islamic financial products not just to cater for the Muslims but also the non-Muslims, who are increasingly attracted to Islamic banking. As many Muslims are still holding conventional credit cards, it is timely for the Islamic financial institutions to attract them with the SCCCs.

Financial marketers are expected to be qualified and well-versed on the different Islamic product structures and also the conventional products. By having such enables them to enlighten and create awareness amongst the targeted consumers in seeking Shariah-compliant financial-related products.

The research will contribute to new theoretical knowledge of an extended behavioural model in relation to customers’ perception towards SCCCs’ acceptance.

One challenge when launching new banking services is to overcome resistance to change so as to accelerate market acceptance. This is the case of Islamic credit card (ICC). In response, this study aims to develop a conceptual framework that combines the innovation diffusion theory (IDT) and the theory of reasoned action (TRA) with religious obligation and customer awareness to explain behavior intention and usage behavior of ICC.

To test the conceptual model, the data are collected from 649 bank customers in Malaysia, and the structural equation modeling technique is used to test the forecasting model.

The study results support some relationships of IDT and TRA, such as relative advantage, compatibility, trialability, observability, attitude and also the customer awareness as a stronger predictor of intention of ICC.

To the author’s knowledge, there have not been any attempt to develop a conceptual model for identifying the factors that influence the adoption of ICC by integrating IDT and TRA and other added measures. Therefore, this study adds to the body of knowledge regarding ICC adoption studies by extending the IDT in this domain and integrating it with TRA as two well-established models in the area of acceptance and usage behavior studies.