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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 aims to identify the characteristics of Muslim Generation Z and analyze the factors that influence its purchase intention of environmentally friendly halal cosmetic products.

This research adopts the quantitative methods of a questionnaire and sampling technique using purposive sampling. The respondents in this study were 300 Indonesian Muslims from Generation Z. Descriptive analysis and structural equation modeling–partial least structural with SmartPLS 3.3.7 software were used to analyze the research data.

This study found that of the nine hypotheses tested, seven are confirmed, including the effect of halal labels on halal-green awareness, environmentally friendly labels on halal-green awareness, environmental knowledge on halal-green awareness and knowledge on attitudes. Meanwhile, religiosity and halal-green awareness influence attitudes and attitudes that affect the purchase intention of environmentally friendly halal cosmetics. Two hypotheses that are not accepted are the influence of religiosity on halal-green awareness and halal-green awareness on attitudes. The findings are expected to increase interest in buying environmentally friendly halal cosmetics by better understanding consumer behavior, especially Generation Z.

Cosmetics manufacturers benefit from halal-green branding on their products to enter new halal markets and increase market share.

This study is more comprehensive than previous studies, combining halal and environmentally friendly elements with a focus on Generation Z.

The purpose of this study is to investigate the impulsive purchase of Generation Z of Muslim women on TikTok Shop. The primary attention in this stimulation investigation drives the impulsive buying between the Generation Z of Muslim women customers in Indonesia. This study provides valuable concept to help a company or cosmetic brand grow the marketing strategy for stimulating impulsive behaviour of Generation Z customers on TikTok Shop.

An online survey of 256 Muslim women consumers of the Generation Z was used to collect the data. Covariance-based structural equation modelling was applied to assess the five hypotheses.

The results of this study indicate that micro-celebrities post authenticity has a positive and significant relationship with utilitarian browsing. However, micro-celebrities post authenticity did not have a positive and significant relationship with hedonic browsing. This study also concludes that utilitarian browsing was found to have a positive and significant relationship with hedonic browsing. Finally, hedonic browsing was found to have a positive and significant effect on reminiscence impulse purchase intention and designed impulse purchase intention.

The primary limitation is the research sample that only consists of Indonesian TikTok Shop customers. Next, the researchers could examine the research model in several countries to expand its generalisation. The second one, this research does not consider the origin country of a cosmetic product. The future study must investigate the local and foreign cosmetics to see the preference and the differences in the impulsive purchase, especially for Z women generation customer. Third, this study quantifies the intention to buy impulsively so that the following research must investigate the ownership of the cosmetics product that has been bought before. Finally, the research only involves a quantitative research method. The future study must investigate with another approach, such as a qualitative method or mixed-method, in the impulsive purchase intention context.

A cosmetic company or marketer could maximise the authenticity, relevancy and attractive information that is posted by micro media social celebrities or media social influencers. Cosmetic companies or marketers must provide comprehensive information to satisfy customers’ browsing actions. Finally, besides the information related to the limited cosmetics product stock, discount and promotion as the effective strategy to stimulate the impulsive buying, the cosmetics marketing can use gamification, increasing the picture quality and equipping product descriptions, and making educational content.

The existence of TikTok Shop is increasing the number of cosmetics products and competitors because of product’s excessive availability in the market. In the social benefit context, the Generation Z Muslim women can purchase and use various cosmetics product available on TikTok Shop, but customers must be on guard by knowing the cosmetics material to prevent the healthiness. In addition, the existence of TikTok Shop and the impulsive purchases by the Generation Z Muslim women are also increasing the retailer or local cosmetics producer income.

This study is a contribution to consumer behaviour literature by raising the Stimulus–Organism–Response framework used in determining the factors influencing browsing and impulsive consumption of cosmetic products on TikTok Shop.

The halal cosmetics industry continues to grow significantly. Furthermore, using halal cosmetics is a must for Muslims. This study aims to analyze the factors influencing the switching intention to halal cosmetics in Indonesia.

This quantitative study uses a Partial Least Square-Structural Equation Modelling (PLS-SEM) on 214 respondents. The variables include halal certification, halal awareness, product image, perceived behavioral control, subjective norm, attitude, advertisement and switching intention.

The product image plays the most influential role in deriving the attitude toward switching intention to halal cosmetics, following perceived behavioral control, halal awareness and subjective norm, but not halal certification and advertisement. The result indicates that the image of halal cosmetics influences customers’ attitudes toward switching to using halal cosmetics. Indonesian customers know the obligation to use halal products because they are Muslim. However, the existence of halal certification does not derive the switching intention to halal cosmetics.

This study conducts research only in Indonesia. As a recommendation, further studies might conduct a comparative test using multicultural respondents in several countries. Other studies also suggested examining factors of switching intention through different generational, especially in countries with high individualism traits.

This study will encourage the halal industry, especially the halal cosmetics industry, to pay more attention to the product image. Meanwhile, the government can provide incentives or rewards to promote industry participation in halal cosmetics. The findings provide a more detailed understanding of how product image can influence someone to switch to halal cosmetics.

Research on switching intention to halal cosmetics is still limited. This study uses halal variables, while previous studies only used religiosity. This study also introduced the product images motivating customers’ switching intention to use halal cosmetics.

This study aims to investigate consumer brand loyalty toward halal cosmetics using the theory of planned behavior through repurchase intention, which is primarily relying on the consumer’s attitude toward halal cosmetics. Important predictors such as trust on halal cosmetics, quality of halal cosmetics and religious beliefs of millennial Muslim female consumers shape consumer attitude.

The present study used the quantitative research design and deductive approach to collect the data from 275 halal cosmetics users in Pakistan by using a judgmental sampling approach.

Findings of the study provide useful insights for both theory and practice. The results support product quality, religious belief and trust on halal cosmetics as predictors of consumer’s attitude toward halal cosmetics that further develop consumers’ repurchase intention, which in turn enhances their overall brand loyalty. Besides, the findings also show that consumer repurchase intention has a mediating effect between consumer attitude toward halal cosmetics and consumer brand loyalty.

The current study helps in advancing practitioners’ understanding of female consumers’ brand loyalty in the halal cosmetics context. This study is considered to be greatly helpful for managers to gain knowledge about how repurchase intention and brand loyalty of millennial Muslim female consumers can be developed in the halal cosmetics segment, especially in the case of Pakistan.

Brand loyalty has been investigated by previous studies through different predictors and antecedents. This study contributes to the literature of brand loyalty by empirically examining and validating the different antecedents of consumer attitude that are accountable for creating consumer brand loyalty in the domain of halal cosmetics within the Pakistani cultural context. The current study also enhances the previous scholarly understanding on halal cosmetics by investigating the mediating role of consumer repurchase intention of halal cosmetics that further extends the discussion for both theory and practice.

The paper aims to investigate the push, pull and mooring effects towardswitching intention to halal cosmetic products.

The rapid growth of the halal industry in Muslim and non-Muslim countries opens a new market for cosmetic companies. For Muslims, using halal cosmetics is one of the religious orders, which their behavior relies on religious values. However, consuming nonhalal cosmetic products is still popular among Muslim consumers. The data are gathered through an online self-administered questionnaire. The total sample is 220 Indonesian females with an 88% response rate. Then, partial least squares structural equation modeling is used to analyze the data.

The result showed that regret, perceived value and religious beliefs influence the switching intention behavior to use halal cosmetics products. While dissatisfaction influences regret, and the brand also influences perceived value.

The paper provides several factors that are still rarely investigated previously in the context of halal cosmetics literature, such as perceived value and brand image (Handriana et al., 2020). Hence, these factors contribute significantly to the intention of Muslim consumers to switch to halal cosmetics.

The recent advancements in smartphone technology and social media platforms have increased the popularity of artificial intelligence (AI) color cosmetics. Meanwhile, China is a lucrative market for various foreign beauty products and technological innovations. This research aims to investigate the adoption of AI color cosmetics applications and their electronic word-of-mouth (e-WOM) intention among Chinese social media influencers. Several key concepts have been proposed in this research, namely body esteem, price sensitivity, social media addiction and actual purchase.

An online questionnaire design was used in this research. A combination of purposive sampling and snowball sampling of AI color cosmetics users who are also social media influencers in China yields 221 respondents. To analyze the data, this research employs Structural Equation Modelling (SEM) method via SPSS and AMOS software. A 2-step approach, Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA), is implemented to prove the hypotheses and generate the results.

1) Social media addiction is a positive predictor of AI color cosmetics usage, (2) AI color cosmetics usage is a positive predictor of actual purchase, (3) actual purchase is a positive predictor of e-WOM intention and lastly, (4) there is a full mediation effect of actual purchase.

This research draws on the uses and gratification (U&G) theory to investigate how specific user characteristics affect Chinese social media influencers' adoption of AI color cosmetics, as well as how this may affect their decision to purchase branded color cosmetics and their e-WOM.

The purpose of the study is to identify factors influencing the continuance of use of non-halal certified cosmetics among Muslim university students in Malaysia.

The research framework was developed based on the stimulus–organism–response model. Self-administered questionnaires were distributed using a purposive sampling method among Muslim students in three universities in Malaysia. A total of 501 usable data were collected and analysed using Smart partial least squares.

The analysis revealed that celebrity endorsement positively influences attitude and brand image. Meanwhile, brand image has a positive effect on attitude and continuance of use of non-halal certified cosmetics. Additionally, attitude has a positive effect on the continuance of use behaviour. Regarding predictive power enhancement, brand image and attitude were found to have a mediation effect and sequential mediation effect on the relationship between celebrity endorsement and the continuance of use behaviour. Attitude weakens the relationship between attitude and the continuance of use of non-halal cosmetics among Muslim university students in Malaysia.

Findings will primarily benefit halal and non-halal cosmetic manufacturers providing stakeholders with fundamental predicting information related to customers’ continuance of use thus resulting in better marketing strategies.

This study is focused on predicting consumer behaviour towards halal products, as well as young Muslim consumers’ perspective towards non-halal cosmetics. Celebrity endorsement is introduced as a stimulus in the context of Muslim university students to predict their continuance of use behaviour of non-halal certified cosmetics. The investigation includes the moderating effect of religiosity for the relationship between attitude and continuance behaviour. Findings reveal the mediating effects of brand image and attitude as a mediator and sequential mediator for the relationship between celebrity endorsement and continuance of use behaviour. Contributions enrich the literature related to non-halal certified contexts.

This study aims to investigate how the social identity theory and emotional attachment theory influence the willingness of consumers to buy foreign cosmetic products. Specifically, this study examines the relationship between consumer ethnocentrism, foreign product judgment and willingness to buy foreign products. Furthermore, the interaction effect of consumer affinity and patriotism are tested in the model.

An online survey of 208 millennial Muslim women consumers was used to collect the data. The structural equation modeling test was used to assess the six hypotheses. Moreover, the two-step estimation approach was used to test the interaction moderation of consumer affinity and patriotism.

The results indicate that consumer ethnocentrism has a positive and significant relationship with foreign product judgment. Foreign product judgment was also found to have a positive and significant relationship with willingness to buy. In addition, this study concludes that affinity was found to moderate the relationship between consumer ethnocentrism and foreign product judgment and strengthen the positive and significant effect of foreign product judgment on the willingness to buy. Finally, patriotism did not moderate the relationship between consumer ethnocentrism and foreign product judgment. However, patriotism moderated the relationship between foreign product judgment and willingness to buy.

This study only focused on one category (i.e. low involvement product), and the authors recommend future studies to examine a high involvement product. Other individual orientation constructs, such as xenocentrism, need to be examined in future studies. Moreover, only intentional measures were investigated. Thus, further research could correlate intentional measures with product ownership. Finally, future research could examine how consumers behave differently across nations. Thus, the present model would require cross-cultural research.

Marketers focusing on global branding and international marketing can benefit from the findings of this paper by understanding the antecedents of consumers’ willingness to buy in the foreign cosmetic products setting. Additionally, foreign cosmetic marketers could focus on consumer affinity to strengthen the communication with and arouse the affinity of Muslim millennials women consumers in Indonesia. Finally, marketers can incorporate messages and signals of patriotism in their marketing communications to increase Muslim millennial women consumers’ love and pride.

The growing obsession with beauty among women has led to the immense growth of the cosmetics industry. This phenomenon has spawned an abundance of cosmetic products on the market. The advancement of information technology has further increased competition for cosmetic products as more products can be quickly brought to market. Muslim millennials consumers must be aware and careful about raw materials, impacts on long-term health, impacts on the national economy, environmental impacts and halal certification when using various kinds of cosmetics.

This study contributes to the literature on international marketing research by incorporating the interactive effect of consumer affinity and patriotism in the acceptance of foreign cosmetic products.

The purpose of this study is to develop an extended theory of planned behavior (TPB) model by adding religious commitment (RC) and self-efficacy as internal variables and investigating the effect of these variables on attitudes toward halal cosmetics. In addition, this study also examined the moderating role of halal literacy in the relationships between attitudes (ATT), subjective norms (SN), perceived behavioral control (PBC) and intentions to purchase halal cosmetics.

The method of data collection used was self-administered surveys with customers in two stores in Karachi, Pakistan, yielding 267 valid questionnaires. To guarantee validity and reliability, convergent and discriminant validity analyses were conducted, and structural equation modeling was advanced to assess the relationships between variables using smart partial least squares 3.0 software. The interaction moderation technique has been used to examine the moderating effect of halal literacy on the purchase intention (PI) of halal cosmetics.

The results show that RC and self-efficacy both significantly impact the attitudes of Gen Y. Normative beliefs also had a significant relationship with SN. Further, ATT and SN had a significant relationship with PI of halal cosmetics, while PBC was nonsignificant. Furthermore, halal literacy is found to have a positive moderating influence on ATT and PI, and SN and PI. Finally, the moderating effect of halal literacy does not exist in the relationship between PBC and PI.

Participants’ characteristics should vary for future studies, and larger sample sizes may yield different results. It is critical for managers working in the cosmetic industry to monitor Muslim consumption patterns to develop strategies to reach Muslim consumers. This study reveals the effect of RC, self-efficacy and the moderating role of halal literacy on the behavioral attitudes of a booming market sector, which can guide marketing managers in developing more effective advertising campaigns.

This paper contributes to the halal consumption literature by exploring RC and self-efficacy as constructs for the very first time in the TPB model. To the best of the authors’ knowledge, this study is the first to explore the influence of halal literacy on Gen Y Pakistani Muslim consumer behavioral intention toward halal cosmetic products using the TPB model. The paper offers an extended TPB model framework that may be of interest to scholars, marketers and policymakers.