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This present study aims to investigate the effect of electronic word of mouth (e-WoM) behavior in Muslim social media on building a halal brand image (HBI) and its influence on purchase intention (PI). Also, Muslims’ altruism (ALT) and moral obligation (MO) were hypothesized as motivators to engage in e-WoM behavior.

A survey involving 320 members of a Muslim halal forum was conducted. Further, structural equation modeling was used to assess the proposed hypotheses.

It is found that ALT and MO positively influence e-WoM behavior. Furthermore, E-WoM also significantly affects HBI and PI. Meanwhile, HBI has a positive effect on PI.

Indonesian halal marketers face difficulties developing a halal image as a critical differentiator, mainly due to the upsurging number of halal certifications and the consumer’s perception that all products available in the market are halal. This present study offers an alternative strategy for Indonesian marketers to strengthen the HBI through Muslim social media amidst the cluttering halal brands in the market.

The development of HBI combined with social media interactions will accelerate the halal brand awareness and usage among society, especially in Indonesia, a Major Muslim country.

This present study provides empirical evidence that social media e-WoM, despite its lack of physical interaction and opportunity to scrutinize the halal features, effectively creates HBI and influences PI among Muslims.

There is a strong prerequisite for organizations to analyze customer review behavior to evaluate the competitive business environment. The purpose of this study is to analyze and predict customer reviews of halal restaurants using machine learning (ML) approaches.

The authors collected customer review data from the Yelp website. The authors filtered the reviews of only halal restaurants from the original data set. Following cleaning, the filtered review texts were classified as positive, neutral or negative sentiments, and those sentiments were scored using the AFINN and VADER sentiment algorithms. Also, the current study applies four machine learning methods to classify each review toward halal restaurants into its sentiment class.

The experiment showed that most of the customer reviews toward halal restaurants were positive. The authors also discovered that all of the methods (decision tree, linear support vector machine, logistic regression and random forest classifier) can correctly classify the review text into sentiment class, but logistic regression outperforms the others in terms of accuracy.

The results facilitate halal restaurateurs in identifying customer review behavior.

Sentiment and emotions, according to appraisal theory, form the basis for all interactions, facilitating cognitive functions and supporting prospective customers in making sense of experiences. Emotion theory also describes human affective states that determine motives and actions. The study looks at how potential customers might react to a halal restaurant’s consensus on social media based on reviewers’ opinions of halal restaurants because emotions can be conveyed through reviews.

This study applies machine learning approaches to analyze and predict customer sentiment based on the review texts toward halal restaurants.

Few studies only focus on halal cosmetics, although several previous studies have examined halal food and beverages. This study aims to explore the relationship between knowledge, emotional attachment and religiosity on purchase intention, mediated by satisfaction and brand trust. This study stems from the theory of reasoned action (TRA), which merges the knowledge, emotional attachment, religiosity and purchase intention of halal cosmetics.

The researchers distributed online questionnaires to respondents via Google Form using social media (Instagram)/messaging application (WhatsApp). The respondents were Indonesian and Malaysian millennial Muslims. The sampling technique used was purposive sampling. A total of 528 respondents were involved, consisting of 335 Indonesians and 193 Malaysians. However, data for 381 respondents were successfully screened for normality, outliers and multicollinearity. Furthermore, the data was used for examining the hypotheses proposed.

The results for Indonesian and Malaysian samples showed that there is a significant positive effect of knowledge, emotional attachments and religiosity on satisfaction and brand trust. But the Indonesia sample showed that there is no significant effect of religiosity on satisfaction. For Indonesia, there is a positive significant mediating role of satisfaction on purchasing intention. For Malaysia, there is no significant mediating role of satisfaction on purchasing intention. For Indonesia and Malaysia, there are positive significant mediating role of brand trust on purchasing intention.

The study compared consumers of the millennial generation in Indonesia and Malaysia with limited samples. For future research, it is suggested to exploring and combining non-Muslims and Muslims in the millennial generation and testing it in more than two countries.

The study provides an accurate understanding of the relationships proposed, such as knowledge, emotional attachment and religiosity, on satisfaction, brand trust and purchasing intention of millennial Muslim woman consumers in Indonesia and Malaysia, because the millennial Muslim woman consumers in Indonesia and Malaysia had the same behavioral characteristics: Muslim consumers and product characteristics.

The study of halal cosmetics can provide a spiritual commitment for Muslims, who consciously prefer socio-religious values in choosing cosmetic products. Therefore, the halal label of the product is also a reason for social and religious values to increase the social awareness of the Muslim millennial generation in Malaysia and Indonesia.

This research discusses the antecedents and consequences of satisfaction and brand trust on the purchasing intention of halal cosmetics. The response of Muslim consumers to halal cosmetics has not been widely studied in Indonesia and Malaysia. Meanwhile, in Indonesia, the halal label on all products has recently been made mandatory by the Indonesian Ulema Council. Therefore, this research offers insights into the attitudes of Muslim consumers towards halal cosmetics products.

This study aims to provide a comprehensive and systematic review of halal tourism structure using bibliometric analysis. Halal tourism interest has increased due to the high demand for tourism products adhering to Shariah law. Furthermore, the vast Muslim population has increased the demand for halal tourism products and destination factors in this niche tourism segment.

A network visualization through bibliographic coupling and co-word analysis, this review presents a science mapping analysis to reveal the knowledge structure of emerging and future trends in halal tourism.

The current and emerging trends demonstrate three themes: the fundamentals of halal tourism, communication via word of mouth in halal tourism and Muslim tourist satisfaction and loyalty. At the same time, the co-word analysis presents the four themes primarily associated with halal tourism challenges: tourist satisfaction, service quality and Muslim travellers’ attraction.

The findings serve as crucial implications, contributing to halal and general tourism theory and application.

This review serves as crucial fundamental knowledge for future studies in halal tourism and its relevant themes for further development in tourism management. The most significant emerging theme in halal tourism is the intervention needed to increase Muslim tourist satisfaction and loyalty through halal-friendly service, customer-service quality, foods and beverages, facilities and privacy. The co-word analysis suggests increasing tourists’ engagement in halal tourism by invigorating the religiosity domain among tourists, improving service quality and perceived value and discovering new Muslim-friendly attractions. The most crucial finding from this study is to ensure that halal and Muslim-friendly tourism are at the same level, to the extent of better service according to Islamic practice. This approach would elevate the value and status of halal tourism as a trending product in Muslim and non-Muslim markets.

Halal food (HF) has received significant attention from scholars and practitioners. However, no studies have explored the distinct role played by HF literature as part of knowledge diffusion. Given the increasing number of scholarly outputs, this study aims to examine the HF development over the past decades comprehensively, including emerging topics and knowledge transmission paths and structure.

This study conducted a keyword co-occurrence network analysis and main path analysis (MPA). The MPA included four types of main paths to trace the historical formation of HF based on 253 articles extracted from the Web of Science database.

The findings show that: HF research revolves around several dimensions, including HF safety and trust, halal certification, HF supply chain management and attitudes towards HF purchasing, and the focus of HF research has shifted from the business perspective to the consumer perspective. In recent years, there has been a trend to explore how blockchains can benefit HF supply chains by improving traceability, transparency and consumer trust in HF.

This study addresses the need to examine the knowledge diffusion paths in the HF domain. This study offers a framework to investigate the knowledge dissemination and structure, helping researchers deal with hundreds of articles effectively and increasing their understanding of the past, present and future research trends in the HF domain.

Globally, the halal cosmetics market is experiencing rapid growth and is considered a key economic driver in shaping economy development and growth. However, the extant research on halal cosmetics is fragmented, potentially impeding the field’s advancement when challenged with conflicting viewpoints and limited replications. Therefore, this paper aims to address the knowledge gap by conducting a rigorous and technology-enabled systematic review by leveraging appropriate software to comprehensively evaluate the state of the halal cosmetics literature.

A domain-based review using a hybrid approach that incorporates both bibliometric and interpretive analyses are used to comprehensively assess the current progress of halal cosmetics, identify research gaps and suggest potential directions for future research.

Through a comprehensive review of 66 articles, this review provides a holistic and comprehensive overview of halal cosmetics that both academic scholars and market practitioners can rely upon in strategizing and positioning for future development of halal cosmetics. The study provides a holistic and comprehensive overview of halal cosmetics that both academic scholars and market practitioners can reply upon in strategizing and positioning for future development of halal cosmetics.

The fragmented knowledge of extant research on halal cosmetics across various disciplines limits a comprehensive understanding of the field. It is opportune to conduct a comprehensive and systematic review of the field, providing insight into both its current and future progress. In this regard, this review serves as a “one-stop reference” in providing a state-of-the-art understanding of the field, and enables industry practitioners to reveal the full potential and bridge the theory-practice gap in the halal cosmetics industry.

This study seeks to comprehend if political exposure containing disapproval and different values will affect implicit knowledge sharing (KS) amongst colleagues in the organization. This research examines participants' responses to a colleague's social-media political exposure and their readiness to perform implicit KS to their colleague.

Data collection uses an online questionnaire and a vignette approach. Subsequently, data analysis for 316 finished surveys employs structural equation modelling-partial least squares (SEM-PLS).

The findings show that the perceived-value similarity of political posts of a colleague significantly and indirectly affects workers' readiness to do implicit KS. Besides, likes and trusts also significantly affect workers' readiness to perform implicit KS. While perceived-value similarity strongly shapes likes, likes significantly and positively affect trusts.

Sharing social-media postings associated with political exposure can hinder the implicit KS in organizations and is understudied in the field of knowledge management. Especially, unlike this study which focuses on private companies, previous studies have paid more attention to public enterprises. Besides, this paper's empirical verification is obtained from private organizations in Indonesia, which is also neglected by scholars.

This paper aims to present a theoretical account of the connection between artificial intelligence (AI) enabled technologies and Muslim-friendly tourism experiences (MFTX) using the customer experience (CX) theory, reference group theory and theory of tourism consumption systems.

A model research design is adopted to build a theoretical framework that predicts relationships between constructs. Critical assessment in tourism and AI literature is used to explore AI-enabled technologies in Halal-friendly tourism.

The findings of this paper have conceptualised the CX theory for Muslim travellers satisfying their religious needs in Halal-friendly tourism by suggesting a new construct called the MFTX. It also offered a theoretical model for using AI-enabled technologies to improve the MFTX.

This study provides a new theoretical model for using AI-enabled technologies to improve the MFTX. This paper is also expected to provide suggestions for tourism operators and service providers to cater to Muslim tourists’ needs using AI technologies.

The purpose of this study aims to examine the effect of fintech on pre- and post-financing credit risks faced by the Islamic banks.

This research uses primary data for fintech awareness and adoption and secondary data of various financial and economic variables from 2009 to 2021. It uses baseline regression to identify moderation of fintech controlling gross domestic products, size, return on assets and leverage. The findings are confirmed using robustness against key variable bias. It also uses a dynamic panel two-stage generalized method of moments for endogeneity.

The study finds that the fintech awareness and adoption are not the same across all Islamic countries. The Asia Pacific region is far ahead of the other two regions where Indonesia is ahead in terms of fintech awareness and adoption, and Malaysia is ahead in terms of reaping its benefits in credit risk management. Fintech affects prefinancing credit risk significantly more than postfinancing credit risk. Also, the study finds that Islamic banks suffer from the problem of “Adverse selection under Shariah compliance.”

This research invites regulators to introduce fintech in Islamic banks on war footing. Similar studies can be conducted on the role of other risks such as operational and market risks. Fintech will also help in improving the risk profile and stability of Islamic banks against systemic risks and financial crises.

This research has variety of originalities. First, it is the pioneering study that addresses the effect of fintech pre- and post-financing credit risks in Islamic banks. Second, it identifies “Adverse selection under Shariah compliance” for Islamic banks. Third, it helps identify how fintech can be useful in reducing credit risk that will help in reducing capital charge for regulatory capital.

This study aims to show the factors that influence the intention of Generation Z Muslims to buy halal food products through ShopeeFood.

This study used quantitative methods. The analytical technique used is partial least square-structural equation modeling with 230 respondents as a sample of Generation Z Muslims in West Java, Indonesia. This research was conducted in June 2022 by distributing questionnaires via Google Forms and social media.

The results showed that perceived ease of use, perceived usefulness, attitudes, subjective norms, perceived behavioral control, religiosity and intention to buy halal food through ShopeeFood in Generation Z Muslims in West Java were in the high category. However, subjective norms and perceived behavioral control are the only ones that positively and significantly affect purchase intention.

ShopeeFood is expected to be able to identify and take advantage of the high level of intention of Generation Z Muslims to buy halal food through ShopeeFood. ShopeeFood can socialize and increase consumer attention that ShopeeFood is different from other online food delivery services. ShopeeFood can require merchants to display transparency in the composition of food products.

To the best of the authors’ knowledge, this study is perhaps the first study in the context of Generation Z Muslims in West Java, Indonesia, that deals with the perceived ease of use, perceived usefulness, attitudes, subjective norms, perceived behavioral control and religiosity on the intention to buy halal food through ShopeeFood. The study’s findings are essential in Islamic marketing and technological acceptance (ShopeeFood Apps).