Publication Search

This study aims to analyze the influence of E-Promotion through Instagram, Google Maps Rating, and payment methods on iPhone purchasing decisions at Ibgadgetstore Purwokerto. The background of this study is based on the importance of digital marketing strategies and the ease of payment systems in influencing consumer behavior in the modern era. Along with the development of technology, consumers increasingly rely on social media and digital platforms to search for information before making a purchase. Therefore, companies are required to be able to utilize digital promotional media optimally, provide flexible payment systems, and maintain reputations through online reviews. The research method used is a quantitative approach with a survey technique. Data were collected by distributing questionnaires to consumers who have made transactions at Ibgadgetstore. The number of samples was set at 111 respondents using a non-probability sampling technique. The collected data were then analyzed using multiple linear regression methods using SPSS software, so that an overview of the influence of each independent variable on purchasing decisions was obtained. The results showed that the three independent variables, namely E-Promotion, Google Maps Rating, and payment methods, had a positive and significant effect both partially and simultaneously. E-Promotion through Instagram was proven to increase consumer purchasing interest by presenting interactive, interesting, and informative promotional content. Google Maps ratings strengthen consumer trust in stores through positive reviews and transparent digital ratings. Meanwhile, diverse, secure, and flexible payment methods can encourage consumers to make faster purchasing decisions because they perceive the transaction process as easier. Thus, this study confirms that digital marketing strategies, online reputation, and payment convenience play a significant role in influencing consumer purchasing decisions.

This study aims to analyze the influence of Personal Branding, Perceived Value, and Product Quality on consumer purchasing decisions for Carolline Crafty Crochet home industry knitting craft products. The background of this study is based on the increasing competition in the handicraft business, so that business owners are required to be able to build a strong personal image, provide perceived value to consumers, and maintain product quality to increase purchasing attractiveness. The data source used is primary data obtained through distributing questionnaires to respondents. The population of this study were consumers who had purchased Carolline Crafty Crochet products both offline and online. The sampling technique used a nonprobability sampling method with a purposive sampling approach. The calculation of the number of samples used the Lemeshow formula and obtained 96 respondents who met the research criteria. Data analysis was carried out with the help of SPSS version 27 software through validity tests, reliability tests, classical assumption tests, multiple linear regression analysis, and partial and simultaneous hypothesis testing. The results showed that the variables Personal Branding, Perceived Value, and Product Quality had a positive and significant effect on consumer purchasing decisions. This indicates that the stronger the business owner's personal branding, the higher the perceived value felt by consumers, and the better the quality of the products offered, the greater the likelihood of consumers making purchasing decisions. These findings provide practical implications for small and medium enterprises (SMEs), particularly in the handicraft industry, that marketing strategies based on personal branding, increasing perceived value, and controlling product quality need to be optimized to increase consumer loyalty and purchasing interest. Thus, this study emphasizes the importance of integrating aspects of personal branding, perceived value, and product quality in shaping purchasing decisions, which can serve as a reference for developing sustainable business strategies in today's competitive era.

The TikTok application, which now offers the TikTok Shop feature, is one example of how significant changes in the digital commerce industry have been fueled by information technology advancements. This feature creates a real-time interactive experience by enabling customers to shop directly through live broadcasting. The purpose of this study is to examine how using the live streaming feature affects purchasing decisions, particularly for students at STAI Sangatta. 64 students enrolled in STAI Sangatta's Islamic Economics Study Program were given a questionnaire as part of this quantitative field study. Validity tests, reliability tests, t and f tests, simple linear regression, and classical assumptions were used to assess the data. The analysis's findings indicate that live broadcasting significantly influences consumers' decisions to buy. The resulting regression equation is Y = 10.166 - 0.742X. The hypothesis is supported since the t-value of 10.178 is greater than the t-table of 1.999 and has a significance level of 0.000 (p < 0.05). At 103.584, the F test is likewise significant. The influence of the live streaming variable is indicated by the coefficient of determination (R2) of 62.6%, whilst other elements not included in this research model influence 37.4%.

This study aims to analyze the sentiment of customer reviews of the Grand Jatra Hotel Pekanbaru on the Google Review platform using the Naïve Bayes algorithm. Social media and online review platforms are increasingly becoming the primary source of information for potential customers in making purchasing decisions, particularly in the hospitality sector. Therefore, sentiment analysis of customer reviews is crucial for understanding consumer perceptions and providing strategic input for hotels in improving service quality. The research data was collected using web scraping techniques to obtain publicly available customer reviews. The obtained data was then processed through text preprocessing stages including case folding, tokenizing, normalization, stopword removal, and stemming. The Term Frequency-Inverse Document Frequency (TF-IDF) method was then used to weight each word, so that more relevant words have a greater influence in the classification process. The sentiment classification process was carried out into two main categories, namely positive and negative. The Naïve Bayes model was trained using training data and then tested with test data to measure the algorithm's performance in classifying sentiment. The evaluation results show that the model built is able to achieve an accuracy level of 98%, with a precision value of 97% and a recall of 100% in the positive class, and 92% in the negative class. These findings confirm that the Naïve Bayes algorithm can be effectively used in analyzing customer sentiment towards hotel services and facilities. Practically, the results of this study are expected to provide insight for the management of Grand Jatra Hotel Pekanbaru in understanding customer perceptions, identifying service strengths and weaknesses, and formulating more targeted marketing strategies. In addition, this study can also be a reference for the development of similar studies in the hotel industry and other service sectors.

The rapid development of digital technology has significantly transformed consumer behavior, making online applications the primary channel for interaction and transactions. These applications provide convenience for consumers to access various products and services quickly and efficiently. In this context, the quality of service provided, along with the rating and reviews shared online, plays a crucial role in influencing purchasing decisions. For instance, the Fore Coffee app allows consumers to leave reviews and ratings, which can influence other consumers in selecting the desired products or services. These factors are essential in increasing customers' purchase intention, as consumers tend to rely on the experiences of others as references when making decisions. This study uses a quantitative approach by distributing questionnaires to consumers of the Fore Coffee app in West Surabaya. The study aims to determine the extent to which service quality, ratings, and reviews affect consumers' purchase intentions. The data collected were then processed using SPSS version 20 to conduct validity tests, reliability tests, multiple linear regression, and t-tests. Validity and reliability tests were conducted to ensure that the instruments used in this research accurately and consistently measure the relevant variables. Multiple linear regression was used to analyze the relationship between the independent variables (service quality, ratings, and reviews) and the dependent variable (purchase intention). Meanwhile, t-tests were used to examine the significant impact of each variable on purchase intention. The findings of this study can provide valuable insights for Fore Coffee in formulating more effective marketing strategies. The results indicate that service quality, ratings, and reviews significantly influence consumers' purchase intentions. With this understanding, Fore Coffee can improve the customer experience and strengthen its competitive position in an increasingly competitive market.

This study aims to determine audience perceptions of the Instagram Reels advertisement content of Wardah Matte Lip Cream "Tasya Farasya Approved" edition. This advertisement is the result of a collaboration between the local cosmetics brand Wardah and the famous beauty influencer Tasya Farasya. This phenomenon is interesting to study considering the trend of influencer-based marketing is increasingly dominant in beauty product promotion strategies, especially in building emotional closeness with consumers and maintaining loyalty to local brands. Consumer perception is an important aspect because it will influence purchasing interest, brand image, and future purchasing decisions. This study uses the perception theory from Jalaludin Rakhmat (2015) which explains that perception is a person's experience of an object or phenomenon obtained through the process of processing, interpreting, and drawing conclusions from the information received. Based on this theory, this study adopted a quantitative descriptive approach. Data were collected by distributing questionnaires to 100 respondents who are followers of Wardah's official Instagram account. Respondents were selected using purposive sampling to ensure the relevance of the data to the research focus. Descriptive data analysis was conducted using SPSS software to identify audience perception patterns regarding advertising content elements, such as visual appeal, message relevance, influencer credibility, and the product image's alignment with Wardah's brand image. This analysis is expected to reveal the extent to which brand and beauty influencer collaborations can create positive perceptions in consumers' minds. The research findings are expected to contribute to the development of digital marketing strategies in the cosmetics industry, particularly in utilizing influencer marketing effectively. Furthermore, the findings of this study can serve as a reference for other local brands in designing promotional campaigns that are relevant, engaging, and aligned with the characteristics of their target audience on social media.

This study aims to analyze the impact of Brand Ambassador, Website Quality, and Product Variety on Purchase Decisions in Shopee E-Commerce in Jakarta. The data used in this study is primary data obtained through the distribution of questionnaires to Shopee users in Jakarta. The sampling technique used is Non-Probability Sampling, with the method being Accidental Sampling. The sample size taken was 103 respondents based on the Lemeshow formula. This study focuses on three key variables that are believed to have a significant impact on consumer purchase decisions. Brand Ambassador refers to public figures or celebrities who represent a particular brand and can influence consumers' perceptions of the products offered. The role of a Brand Ambassador is crucial because it can enhance the attractiveness and credibility of a product in the eyes of consumers. Website Quality includes aspects such as design, navigation, loading speed, and user-friendliness while shopping. A website that is easy to use, fast, and visually appealing will enhance user satisfaction, which in turn can encourage purchasing decisions. Product Variety is related to the range of products available on the e-commerce platform, offering consumers more choices to meet their needs. The more varied the products offered, the higher the likelihood that consumers will make a purchase. The analysis tool used in this study is SPSS version 26 for regression analysis. The research findings show that Brand Ambassador, Website Quality, and Product Variety have a significant effect on Purchase Decisions in Shopee E-Commerce in Jakarta. An attractive Brand Ambassador, a high-quality website, and a wide variety of products have been proven to influence consumers’ purchase decisions. These findings indicate that Shopee E-Commerce needs to continuously improve these factors to enhance consumer experience, strengthen loyalty, and increase sales.

The current business world is developing in a fast and dynamic global economic environment, creating new challenges for business actors. In the marketing sector, this condition is characterized by increasingly fierce competition. Companies are required to adapt to diverse consumer preferences and needs. In the marketing process, several factors influence purchasing decisions, including store atmosphere, service quality, and product variety. This study aims to analyze the influence of store atmosphere and service quality on purchasing decisions, with product variety as a moderating variable. This study was conducted at the 3 Saudara Clothing Store in Tangerang Regency. The research population was all store visitors, with a sample of 155 respondents obtained using non-probability sampling techniques, specifically accidental sampling. Data collection was carried out through questionnaires, while data analysis used SmartPLS software version 4.0. The results of the study show: (1) Store atmosphere has a significant effect on purchasing decisions; (2) Service quality has a significant effect on purchasing decisions; (3) Product variety moderates the relationship between store atmosphere and purchasing decisions; and (4) Product variety moderates the relationship between service quality and purchasing decisions. These findings indicate that store atmosphere and service quality play a significant role in driving purchasing decisions, and this influence can be amplified through product diversity. Therefore, maintaining a comfortable and attractive store environment, improving service quality, and providing a wide product variety are important strategies for retail stores in facing increasingly competitive markets.

This study aims to determine the effect of promotion, price, and brand image on consumer purchasing decisions in the Cap Fajar Chips Home Industry. The study uses a quantitative approach with a survey method. The study population is consumers who have made purchases at the store, with a total of 150 respondents selected as a sample. The data collection method is carried out through distributing questionnaires, then the data is analyzed using multiple linear regression techniques to test the effect of each independent variable, both partially and simultaneously, on purchasing decisions. The results of the analysis show that the promotion variable (X1) does not have a partial significant effect on purchasing decisions, as evidenced by a significance value of 0.502 (> 0.05). This indicates that the intensity or form of promotion carried out is not enough to directly influence consumer purchasing decisions. In contrast to promotions, the price variable (X2) is proven to have a positive and significant effect on purchasing decisions. A significance value of 0.000 (< 0.05) indicates that competitive and affordable pricing is an important factor that encourages consumers to choose Cap Fajar chips products. Similarly, the brand image variable (X3) has a partial significant influence on purchasing decisions, with a significance value of 0.013 (<0.05). This indicates that consumers' positive perceptions of brand reputation and quality can strengthen the desire to purchase. Simultaneously, the three variables—promotion, price, and brand image—have a significant influence on consumer purchasing decisions. This finding is evidenced by a significance value of 0.001 (<0.05). Based on the results of the study, it can be concluded that price and brand image are the dominant elements that determine purchasing decisions for Cap Fajar chips, while promotions require a more effective strategy to provide a real impact.

This study aims to analyze the influence of product quality, price, and product innovation on purchasing decisions for Viva lipstick, with brand image as a mediating variable, among female university students in Semarang. The research employed a quantitative approach with a survey method, using purposive sampling of 100 female students who use Viva lipstick. Data were collected through a structured questionnaire and analyzed using Structural Equation Modeling (SEM) to examine both direct and indirect relationships among the variables. The results reveal that product quality has a positive and significant effect on both purchasing decisions and brand image. This indicates that consumers’ perceptions of Viva lipstick’s quality—such as color durability, texture smoothness, and comfort in use—play an important role in shaping a positive brand image and encouraging purchasing decisions. In contrast, price and product innovation were found to have no significant effect on either purchasing decisions or brand image, suggesting that the current pricing strategy and product innovation efforts have not yet become the main attraction for consumers. Brand image was found to have a positive and significant effect on purchasing decisions and to mediate the influence of product quality on purchasing decisions. This mediation is partial, meaning that product quality influences purchasing decisions not only directly but also indirectly through the enhancement of brand image. The practical implications of this study emphasize the importance for Viva Cosmetics to continuously improve product quality, including formulation and packaging, while strengthening brand communication strategies to ensure consistent positive consumer perceptions. Furthermore, the company should reassess its pricing and product innovation strategies to remain competitive in the dynamic cosmetics market. By focusing on product quality and brand image, Viva is expected to increase consumer appeal and loyalty, particularly within the university student market segment.

This study aims to analyze the influence of brand ambassadors, sales promotions, and brand image on the purchase intention of Mie Lemonilo products in Balikpapan. The research utilizes both primary and secondary data. Primary data were collected through a questionnaire distributed to followers of the Mie Lemonilo Instagram account in Balikpapan, while secondary data were gathered from various supporting sources. The population in this study consisted of all followers of the Mie Lemonilo Instagram account in Balikpapan, with a sample size of 100 individuals. The results of the study indicate that Brand Ambassador (X1) does not significantly influence the purchase intention of Mie Lemonilo. This suggests that the impact of the brand ambassador on consumer purchasing decisions in Balikpapan is not strong enough, possibly due to insufficient engagement or connection between the brand ambassador and consumers. In contrast, Sales Promotion (X2) has a significant positive impact on the purchase intention of Mie Lemonilo. This indicates that sales promotions, such as discounts or special offers, have a substantial effect in attracting consumer interest and increasing purchase intention in Balikpapan. Meanwhile, Brand Image (X3) does not show a significant influence on the purchase intention of Mie Lemonilo. This may be due to other factors being more dominant in influencing consumers’ purchase decisions, such as product price, quality, or social factors and market trends. This study provides insights that, although brand image is important, sales promotions play a more significant role in driving purchase intention for Mie Lemonilo products in Balikpapan. Therefore, the company should focus more on promotional strategies to increase sales while continuing to consider the role of brand ambassadors and brand image in their marketing strategies.

This study was conducted with the motivation to analyze the impact of product innovation, word-of-mouth (WOM), and social media marketing on purchasing decisions at one of the English language courses located in Kampung Inggris, Pare, Kediri, namely Global English. In the digital era and increasingly fierce competition among non-formal educational institutions, understanding the factors that influence purchasing decisions is very important. This study used a quantitative approach with a survey method via Google Form, which was distributed to active students at the institution. The research instrument, a closed questionnaire, was designed to measure students' perceptions of the product innovation offered, the influence of word-of-mouth communication, and the effectiveness of marketing strategies through social media. The analysis results show that product innovation has a significant influence on purchasing decisions, particularly in terms of offering new programs that are in line with market needs, such as the "Studycation" program that combines learning and recreation. Word-of-mouth has also been shown to play an important role in building trust among potential consumers through positive experiences from previous users. In addition, social media marketing makes a real contribution to reaching a wider audience, increasing interaction, and strengthening the institution's image in the public eye. These three variables, both partially and simultaneously, had a positive and significant influence on purchasing decisions. These findings indicate that integrated, digital-based marketing strategies are key to attracting and retaining consumer interest in the informal education sector. This research is expected to serve as a reference for course providers and other educational institutions in designing innovative, efficient, and adaptive marketing strategies to address changing consumer behavior in the digital era.

Ikat weaving is one of the typical cultural heritage of East Nusa Tenggara, especially the Sikka area in Maumere. This traditional fabric is made through a process of weaving manually by the local community, making it unique and has high artistic value. Even though it is in the modern era, the appeal of ikat woven fabrics remains strong and has not been displaced by the development of the times. The production of this fabric is still actively ongoing and has become a symbol of regional cultural identity that is full of philosophical and aesthetic meaning. This study aims to analyze the influence of price on the purchase decision of Sikka ikat woven fabric by consumers. The research was carried out at the Alok Maumere Market in 2021 with a sample of 96 respondents, who were selected using random sampling techniques. The research method used is quantitative descriptive, with validity, reliability, normality, linearity, and heteroscedasticity testing. The result of the simple linear regression analysis shows an equation: purchase result = 17.140 + 0.603 price. The value of t is calculated (7.993) > t of the table (1.985), so that H₀ is subtracted and H₁ is accepted. This means that price has a significant effect on purchasing decisions. The coefficient of determination (R² = 0.398) shows that price explains 39.8% of the variation in the purchase decision. Thus, it can be concluded that price has a positive influence on consumers' decisions in buying Sikka ikat woven fabrics. This means that the more the price is in line with consumer expectations, the higher the buying interest in this traditional product. This research provides important input for MSME actors and local artisans to be more careful in determining competitive prices while still reflecting the quality and cultural value of the product.

Product quality, price, and service are important aspects that greatly influence consumer purchasing decisions, especially in the highly competitive snack retail sector. This study aims to analyze in depth the influence of product quality, price, and service quality on consumer purchasing decisions at the Griyo Snack Shop Sri Sumingan. This study uses a quantitative approach with a survey method. The data collection technique was carried out by distributing questionnaires with a Likert scale to 175 respondents selected using the accidental sampling method, namely sampling based on anyone who accidentally met the researcher and qualified as a consumer. The data obtained were then analyzed using multiple linear regression analysis with the help of SPSS version 23 software. The results of the t-test showed that the variables of product quality, price, and service quality each had a significant influence on consumer purchasing decisions, evidenced by a significance value of 0.000 (less than 0.05). Meanwhile, the F test showed that simultaneously the three variables also had a significant influence on purchasing decisions, with an F-value of 308.162 and a p-value of 0.000. The coefficient of determination (R²) of 0.844 indicates that 84.4% of the variability in consumer purchasing decisions can be explained by product quality, price, and service quality, while the remaining 15.6% is influenced by other factors outside the research variables. This finding implies that business actors in the snack retail sector must pay attention to and improve their product quality, set competitive prices, and provide optimal service to maintain and increase consumer loyalty.  

This study aims to analyze the influence of Online Advertising on purchasing decisions for Skintific products by considering the mediating role of Trust and Social Media Engagement. Skintific, as a digital-native skincare brand, actively utilizes digital marketing strategies through various social media platforms such as Instagram, Tiktok, or e-commerce like Shopee to increase consumer appeal, especially in Malang City. This study uses a quantitative approach with the Partial Least Squares Structual Equation Modeling (PLS-SEM) method to test the relationship between variables. The sample was obtained through a purposive sampling technique with 114 respondents who are active consumers of Skintific. The results of this study indicate that Online Advertising has a significant effect on purchasing decisions, both directly and through the mediation of Trust and Social Media Engagement. Theoretically, this study extends the application of the Theory of Reasoned Action (TRA) in explaining the formation of attitudes and subjective norms of consumers towards digital advertising, as well as the Technology Acceptance Model (TAM) which shows how perceived ease and usefulness of digital advertising content affect user engagement. Customer Trust Theory in E-Commerce is used to explain how trust is formed in online transactions, while Relationship Marketing Theory emphasizes the importance of long-term interactions between brands and consumers. The Theory of Planned Behavior (TPB) expands this framework by adding the construct of behavioral control, which explains how consumers' perceptions of ease and barriers contribute to purchasing decisions. Social Influence Theory is used to understand the influence of social norms and online community opinions on purchase intentions, and Uses and Gratifications Theory (UGT) to examine consumer motivations in accessing and interacting with digital content based on information needs, affection, and self-identity. This research provides theoretical contributions in strengthening the relevance of integrating several consumer behavior theories in a digital context.

The rapid growth of the Indonesian beauty industry has intensified competition among local brands, including Luxcrime, which faces challenges in increasing purchase intention. This study aims to examine the mediating role of brand trust in the relationship between celebrity endorser credibility and purchase intention among potential consumers of Luxcrime in Denpasar. The research applies the Stimulus-Organism-Response (SOR) theory as the theoretical foundation. A quantitative approach was used with purposive sampling, involving 110 respondents who had never purchased Luxcrime products. Data were collected through questionnaires and analyzed using path analysis and the Sobel test for mediation. The findings show that celebrity endorser credibility has a significant positive effect on purchase intention, both directly and indirectly through brand trust. Furthermore, brand trust significantly mediates the effect of celebrity endorser credibility on purchase intention. These results suggest that credible public figures not only directly influence consumers’ buying intentions but also strengthen brand trust, which in turn increases purchase intention. This study contributes theoretically to the understanding of the SOR framework in beauty marketing and offers practical insights for cosmetic brands in leveraging credible celebrity endorsements to build consumer trust and drive purchase decisions.

This research aims to develop a recommendation system that can help retail business owners design more effective, data-driven promotional strategies. This system utilizes data mining techniques and the Apriori algorithm to extract association rules from consumer transaction data, thereby identifying more specific and accurate consumer purchasing patterns. Based on these patterns, the system can provide relevant promotional recommendations, such as product bundling, buy-one-get-one offers, or special discounts, which can attract consumer interest and increase sales. The system's implementation process is presented in the form of an interactive dashboard, which allows business owners to upload their transaction data, adjust analysis parameters, and visualize the promotional recommendation results in a way that is easier to understand and can be directly applied to their marketing strategies. This system not only provides well-structured promotional recommendations but also enables retail business owners to make more informed and efficient decisions in determining the type of promotion to implement, based on insights gained from analyzing their own transaction data. By utilizing this system, business owners can optimize their promotional strategies more efficiently and effectively, because they can quickly identify promotions that best suit consumer purchasing patterns. This can increase impulse sales, as relevant promotions will encourage consumers to purchase more products. Furthermore, this system shows great potential in increasing consumer engagement, as the promotions provided are more personalized and tailored to each consumer's preferences. Therefore, the implementation of this recommendation system has the potential to drive significant sales growth and help retail business owners achieve greater profits, as well as accelerate their business decision-making process. This system, ultimately, not only benefits business owners but also enhances the consumer shopping experience with promotions that are more tailored to their needs and preferences.

This study aims to analyze the effect of green marketing on purchase decision with brand image as a mediating variable among consumers of Satvika Bhoga in Denpasar. The research is grounded in the increasing consumer awareness of environmental issues, which has not yet been fully reflected in consistent purchasing behavior toward environmentally friendly products. Despite a rise in environmental consciousness, many consumers remain skeptical or indifferent unless a brand manages to build a credible and positive image aligned with eco-friendly values. Employing a quantitative approach with an associative research design, data were collected through structured questionnaires distributed to Satvika Bhoga consumers, selected using purposive sampling. The analysis was conducted using path analysis and the Sobel test to assess both direct and indirect relationships among variables. These methods allowed the researchers to examine not only the magnitude of influence but also the mediating role of brand image in shaping purchase decisions. The results indicate that green marketing has a positive and significant effect on purchase decision and significantly strengthens Satvika Bhoga’s brand image as an environmentally conscious brand. Furthermore, brand image was found to have a strong and statistically significant influence on purchase decision, confirming its role as a partial mediator. This implies that green marketing efforts, such as eco-friendly packaging, sustainable sourcing, and environmental messaging, not only influence consumer decisions directly but also enhance the overall brand perception, which in turn further motivates consumers to make purchases. Thus, businesses aiming to improve eco-product sales should prioritize consistent green marketing strategies that reinforce a trustworthy and environmentally responsible brand image.

This study was conducted at Bio Live Healthy Home, located in Sei Bamban District, Serdang Bedagai Regency. The primary objective of this research is to determine how lifestyle, reference groups, and consumer attitudes influence the decision to use services offered by the institution. In a rapidly growing health and wellness industry, understanding consumer behavior is essential to improve service quality and increase customer engagement. To achieve the research objectives, the study employed a survey method with a quantitative approach. The target population consisted of service users, and a sample of 92 respondents was selected. Data collection was carried out through a combination of observation, interviews, documentation, and the distribution of structured questionnaires. The questionnaire was designed to capture variables related to lifestyle, reference groups, attitudes, and service usage decisions. Before conducting the main analysis, the data were tested for validity and reliability to ensure that the instrument accurately measured what it intended to measure. Furthermore, classical assumption tests, including normality, multicollinearity, and heteroscedasticity tests, were conducted to confirm the feasibility of using a multiple linear regression model. The analysis was performed using the Statistical Package for the Social Sciences (SPSS) software. The results of the study revealed that lifestyle, reference groups, and attitudes each had a significant and positive influence on the decision to use services at Bio Live Healthy Home. This indicates that individuals with health-conscious lifestyles, influenced by their social environment and holding positive attitudes toward wellness services, are more likely to engage with the services offered. Moreover, these three factors collectively contributed to a meaningful explanation of the variation in consumer decisions. In conclusion, the findings highlight the importance for service providers to consider psychological and social factors when designing marketing strategies.

This study aims to analyze the influence of Word of Mouth, price, and product quality on consumer purchasing decisions at Kopi Studio 24 in Malang City, both simultaneously and partially, and to identify the most dominant variables. The approach used in this study is quantitative with the explanatory research method. The population in this study were all customers of Kopi Studio 24, with the sampling technique using purposive sampling. The number of respondents in this study was 100 people. Data collection was carried out by distributing questionnaires to customers who had made purchases at Kopi Studio 24. The questionnaire instrument was compiled based on the indicators of each research variable and tested for validity and reliability. Data analysis was carried out using multiple linear regression with the help of SPSS software version 25. The results of the study showed that the variables Word of Mouth, price, and product quality simultaneously had a positive and significant effect on purchasing decisions. Partially, the three variables also had a positive and significant effect. Among the three, Word of Mouth was the variable that had the most dominant influence on consumer purchasing decisions. This shows that word of mouth, whether through personal experience, friend recommendations, or reviews on social media, plays an important role in encouraging consumers to purchase products at Kopi Studio 24. This finding implies that Kopi Studio 24 managers need to strengthen their Word of Mouth-based marketing strategy and maintain product quality and set competitive prices to increase consumer purchasing decisions.