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Analytics

Yolanda Kris; Achmad Syahlani

Jurnal Pengabdian dan Keberlanjutan Masyarakat 2025 Lembaga Pengembangan Kinerja Dosen

PT Basmar Travelindo Sejahtera is a tourism company engaged in Umrah and international travel services, operating under official PPIU and government permits. The company’s vision is to become a leading and trusted Umrah tour provider that prioritizes service quality and customer satisfaction. This study aims to analyze the simultaneous influence of the work environment and work discipline on employee performance at PT Basmar Travelindo Sejahtera. The population and sample in this study consist of all 30 employees. A quantitative descriptive approach was used, with data analyzed using IBM SPSS Version 25. The results of the partial hypothesis test show that the work environment has a positive and significant influence on employee performance, as indicated by a t-count value of 2.223 greater than the t-table value of 2.051, with a significance of 0.035 (<0.05). This finding means that the better the work environment, the higher the employee performance. The work discipline variable also shows a positive and significant influence on performance, with a t-count value of 2.157 greater than the t-table value of 2.051 and a significance of 0.040 (<0.05). The simultaneous hypothesis test produces a significance value of 0.000 (<0.05), indicating that both the work environment and work discipline together have a significant and positive effect on employee performance. These results highlight the importance of supportive work conditions and consistent discipline in improving performance at PT Basmar Travelindo Sejahtera.

Wintasya Manullang; Hawarul Ain Nisrina; Zaki Amirzah Saragih; Dionisius Sihombing; Fadly Agus Triansyah

Jurnal Manajemen Bisnis Era Digital 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study aims to analyze the role of Human Capital Management in enhancing the operational activities of the MSME Wizzmie in Medan, serving as an example of human resource management practices in small-scale enterprises. A descriptive qualitative approach was employed, with data collected through in-depth interviews, participatory observation, and document analysis of HR practices within the MSME. The findings indicate that human resource strategies such as selective recruitment, routine training to improve employee competencies, structured task allocation, and performance-based reward systems significantly enhance employee discipline, skills, and service quality. Improvements in these areas contribute positively to smooth daily operations, customer satisfaction, and sales growth. Despite facing challenges, such as occasional lapses in employee discipline, management implements solutions including coaching programs, direct guidance, and a graduated warning system to address these issues. These results underscore that Human Capital Management is not merely an administrative function but plays a strategic role in fostering work efficiency, customer loyalty, and the sustainability of MSMEs. Consequently, effective human resource management emerges as a crucial factor for the success and competitiveness of small enterprises in a highly competitive business environment. The study highlights the importance of aligning HR practices with strategic business objectives to ensure long-term operational effectiveness and growth.

Monica Septiani; Suhroji Adha; Hero Wirasmara Kusuma

Epsilon : Journal of Management (EJoM) 2025 Lembaga Pengabdian Masyarakat Universitas Ichsan Gorontalo

This study aims to analyze the influence of facilities and service quality on customer loyalty at Café Tepian Laut Merak. The research employed a quantitative approach with a total sample of 100 respondents selected using a purposive sampling technique. Data were collected through questionnaires distributed to customers who had visited the café. The data analysis was conducted using SPSS version 22, which included validity testing, reliability testing, classical assumption testing, partial linear regression analysis, and multiple linear regression analysis. The results showed that the facility variable (X1) had a positive and significant effect on customer loyalty (Y), indicating that better facilities contribute to higher customer loyalty. Likewise, the service variable (X2) also had a positive and significant effect on customer loyalty, suggesting that high-quality service enhances customer satisfaction and loyalty. Simultaneously, both facilities and service quality significantly influence customer loyalty at Café Tepian Laut Merak. These findings highlight the importance of improving both physical facilities and service quality as key strategies to maintain and increase customer loyalty in the competitive culinary business sector.

Widyaningsih, Dewi; Susilowati, Heni

Jurnal Manajemen Sosial Ekonomi 2025 LPPM Sekolah Tinggi Ilmu Ekonomi - Studi Ekonomi Modern

The purpose of the study was to investigate the relationship between experiential marketing, customer satisfaction and consumer behavior intention. The limitation of the study was that it focused on consumers who had made at least two purchases and only 70 questionnaires were returned and valid. The population is categorized as infinity. Sample collection type accidental sampling. Data analysis with multiple linear regression processed with SEM- Partial Least Square 3.0, to verify the 6 hypotheses proposed. The researcher's findings are indicators of sense (t-count = 3.166 and sig. 0.002), feel (t-count = 2.084 and sig. 0.041), and act (t-count = 3.904 and sig. 0.000), obtained t-count value> t-table 1.667 and sig.calculate <0.05. The results show that sense, feel, and act significantly positively affect customer satisfaction. Another finding, customer satisfaction t-count = 2.446 > t-table 1.667 and sig value. 0.007 <0.05, which shows that customer satisfaction on behavior intention has a significant effect. The results explained that the stronger the customer's trust, the stronger their desire to repurchase.    

Petrus J. Darus; Vinsensius Aprila Kore Dima; Lidia Lali Momo

Mars: Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer 2025 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

The rapid development of digital technology has significantly transformed commercial activities, particularly through the emergence of marketplaces as platforms for online transactions. The vast number of products available in a marketplace often creates difficulties for users in finding items that suit their needs and preferences. To address this challenge, a recommendation system is required to provide personalized and relevant product suggestions. This study discusses the implementation of a product recommendation system in a marketplace using the Collaborative Filtering method. This method works by leveraging information from users’ previous behavior, such as purchase history, ratings, and similarity of preferences with other users, to generate more accurate product recommendations. The Collaborative Filtering approach has proven effective in identifying user preference patterns based on relationships between users as well as between items. This study employs user interaction data such as ratings and shopping activities as the processing foundation. The process involves data collection, preprocessing, calculation of similarity between users or products, and generating recommendation lists. The results indicate that this method enhances the shopping experience by providing relevant product suggestions tailored to user interests, thereby increasing customer satisfaction and potentially improving sales performance in the marketplace. Thus, the application of a Collaborative Filtering-based recommendation system not only simplifies product discovery for users but also offers strategic advantages for marketplace operators in digital business competition

Herianti Herianti; Sitti Nikmah Marzuki; Ida Farida

International Journal of Economics, Commerce, and Management 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to determine the influence of local Bugis cultural values specifically Lempu (honesty and integrity), Temmappasilaingeng (impartial justice), and service quality on customer loyalty through satisfaction in laundry businesses in Watampone. A quantitative approach was employed using Partial Least Square Structural Equation Modeling (PLS-SEM) through SmartPLS 4, involving 120 respondents from three major sub-districts in Bone Regency. The results reveal that Lempu culture does not have a significant effect on customer satisfaction (T = 1.498; p = 0.137) or loyalty (T = 0.542; p = 0.589). Similarly, Temmappasilaingeng does not significantly influence satisfaction (T = 0.746; p = 0.457) or loyalty (T = 1.347; p = 0.180). Service quality, however, significantly affects customer satisfaction (T = 4.984; p = 0.000), but does not directly influence loyalty (T = 0.915; p = 0.362). Meanwhile, customer satisfaction significantly impacts loyalty (T = 2.760; p = 0.007). Mediation analysis also shows that customer satisfaction significantly mediates the relationship between service quality and loyalty (T = 2.437; p = 0.016), but not between Lempu (T = 1.318; p = 0.190) or Temmappasilaingeng (T = 0.702; p = 0.484) and loyalty. In conclusion, customer satisfaction is a key factor in building loyalty, and service quality is the dominant factor driving that satisfaction. Although local culture holds essential moral values, its influence on loyalty needs to be realized in the form of tangible service experiences to be directly felt by customers.

Qawiema Nashita; Rian Surenda

Jurnal Manajemen Pariwisata dan Perhotelan 2025 International Forum of Researchers and Lecturers

This research is motivated by the phenomenon found by researchers on consumer satisfaction related to physical evidence, store atmosphere and price of Muaro Terrace Cafe & Resto. This research is quantitative in nature and uses a causal associative approach through the survey method. The population of this study were consumers at Muaro Terrace Cafe & Resto with purposive sampling method obtained a sample of 150 respondents. The results of this study are the average respondent on the physical evidence variable 82.0% with good criteria, the store atmosphere variable 81.5% with good criteria, the price variable 80.5% with a good category then concluded that the average respondent of the consumer satisfaction variable was 82.3% in a good category. When F count is 161.216 with a sig of 0.000 <0.05 obtained from the multiple linear regression test results, the regression can be applied. Shows physical evidence, store atmosphere and price have an important impact on customer satisfaction. The Adjust R Square value is 0.763, which indicates that although additional factors not covered in this study affect 23.7% of customer satisfaction at Muaro Terrace Cafe & Resto, the remaining 76.3% is determined by the variables of physical evidence, store atmosphere and price.

Rayhan Fauzan; Irmayani Pawelloi; Untung Suwardoyo; Muhammad Basri; Marlina

Teknik: Jurnal Ilmu Teknik dan Informatika 2025 LPPM Sekolah Tinggi Ilmu Ekonomi - Studi Ekonomi Modern

The development of information technology has affected a large number of sectors, one of which is the culinary industry, namely Cafe D'Carlos located in Parepare. This cafe has problems with the manual catering ordering process due to impracticality, recording errors, and long processing times. This study aims to design and develop a web-based catering ordering application to improve operational efficiency and service quality. In general, the development method for various applications tends to be the same depending on the case being handled. The method used includes several stages, namely: literature study, observation, system design using UML, implementation with PHP programming language and testing with the black box method. The features available in this application consist of main features including user registration, menu package selection, online ordering, payment, order and data management by the admin. The results of the application testing indicate that the system has run according to its function, namely it can reduce frequent order compliance, speed up the ordering process and increase customer satisfaction.

Virginia Balqqis Zacqualine; Ailen Tania; Hermanto Yaputra; Steven Tanjaya; Vebrina Anggraini Tambunan

Jurnal Visi Manajemen 2025 Sekolah Tinggi Ilmu Ekonomi Pariwisata Indonesia Semarang

This study aims to analyze the influence of perceived value on customer loyalty in the coffee shop industry in Jakarta by considering the role of customer satisfaction as a mediating variable. The approach used is quantitative with Partial Least Square (PLS) analysis technique. Perceived value includes dimensions of perceived quality, customer expectations, social value, and emotional value. The results show that all dimensions of perceived value have a significant effect on customer satisfaction. Furthermore, customer satisfaction is proven to have an important role in increasing loyalty, where emotional and social experiences are factors that are no less important than functional aspects. The novelty of this study lies in the integration of emotional and social dimensions in explaining customer loyalty. The practical implication is that coffee shop business actors can develop service strategies that are more focused on creating meaningful customer experiences. Future research is recommended to explore qualitative approaches to understand the dynamics of consumer behavior in the context of urban lifestyles.

Trian Maulana Ibrahim

Jurnal Ilmiah Ekonomi, Akuntansi, dan Pajak 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to identify the factors influencing pilgrims’ satisfaction at PT. Lianti Tour & Travel in Malang City, with service quality as an intervening variable. The research employed a quantitative approach using Partial Least Square (PLS) analysis. The sample consisted of Umrah pilgrims who had used PT. Lianti Tour & Travel’s services. The variables examined include price, income, preference, facilities, service quality, and customer satisfaction. The results indicate that price and income have no significant effect on service quality or customer satisfaction. Likewise, facilities do not significantly influence either variable. In contrast, preference has a positive and significant effect on service quality and indirectly influences satisfaction through the mediating role of service quality. The findings highlight that service quality has a strong and significant impact on customer satisfaction, making it the key factor in creating a fulfilling Umrah experience. This research implies that Umrah travel agencies should prioritize improving service quality and understanding customer preferences to maintain loyalty and trust among pilgrims in the long term.

Ferdinandus Constante Poling; Antonius Philipus K.Gheta; Nunsio Handrian Meylano

Nian Tana Sikka : Jurnal ilmiah Mahasiswa 2025 Fakultas Ekonomi & Bisnis, Universitas Nusa Nipa

This study aims to describe Customer Loyalty, Service Quality, and Customer Satisfaction and to analyze the influence of Service Quality and Customer Satisfaction on Customer Loyalty, both partially and simultaneously. The population in this study were customers who received services at Crew Cuts Studio Barbershop Maumere. The sample size used in this study was 96 people using the Cochran formula. The descriptive analysis results indicate that the Customer Loyalty variable falls within the good criteria, the Service Quality variable falls within the good criteria, and the Customer Satisfaction variable falls within the good criteria. The t-test statistics indicate that partially, the service quality variable does not significantly influence customer loyalty. Furthermore, partially, the customer satisfaction variable does not significantly influence customer loyalty. The f-test statistics indicate that both service quality and customer satisfaction have a significant effect on customer loyalty. The results of the determination analysis indicate that both independent variables in this study are able to explain the relationship between the independent variables and customer loyalty, which is interpreted as low.

Lutfi Nurul Khairiyah Dinata; Awaluddin Awaluddin

Gemawisata: Jurnal Ilmiah Pariwisata 2025 Sekolah Tinggi Ilmu Ekonomi Pariwisata Indonesia

The background of this study is based on the importance of implementing CRM strategies in the hospitality industry, particularly in facing business competition challenges and meeting the ever-evolving needs and expectations of customers. In the context of sharia tourism, which is beginning to develop in West Sumatra, good service and long-term relationships with guests are significant added values for the sustainability of a hotel. The objective of this study was to determine how the CRM concept is implemented at Hotel Royal Denai Bukittinggi, and to what extent CRM contributes to building customer loyalty. This study uses a qualitative approach with a descriptive method. Data was collected through in-depth interviews with the Human Resource Development (HRD) department, direct observation of guest service activities, and relevant documentation studies.The research findings indicate that the implementation of CRM at Hotel Royal Denai is still not optimal. The hotel does not yet have an integrated customer data management system, and its communication strategies with guests remain conventional and lack sustainability. Additionally, certain aspects of service, such as the completeness of room facilities, the speed of response to guest complaints, and the friendly attitude of staff, still need improvement. However, the management acknowledges the importance of CRM as a key strategy for enhancing customer satisfaction and fostering long-term relationships with guests.

Siska Hadiyanti; Ninggar Agustina Cindya Putri; Elan Rusnendar; Andriya Risdwiyanto; Okta Eka Putra

Prosiding Seminar Nasional Ilmu Manajemen Kewirausahaan dan Bisnis 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study examines the influence of online customer reviews and customer satisfaction on repurchase intention for Erigo fashion products sold on Shopee. The research is motivated by the rapid growth of local fashion sales on e-commerce platforms, yet the Erigo brand shows relatively low repurchase intention despite receiving many positive ratings. This gap between consumer expectations and actual experiences highlights the importance of satisfaction in driving loyalty. The study adopts a quantitative approach with descriptive and verificative methods. The population consists of Shopee consumers who have purchased Erigo products, with purposive sampling applied. A total of 362 valid responses were analyzed after outlier removal from 385 initial respondents. Descriptive results indicate that online customer reviews are categorized as very high (4.40), customer satisfaction as high (4.08), and repurchase intention as good (3.95). The findings show that online customer reviews contribute 47.70%, customer satisfaction 57.10%, and both variables jointly 59.60% to repurchase intention. Hypothesis testing confirms significant partial and simultaneous effects of both predictors on repurchase intention.

Havna Havna; Syamira Balqis; Muhammad Fitrah Insani

Journal Economic Excellence Ibnu Sina 2025 STIKes Ibnu Sina Ajibarang

The role of financial institutions in providing access to capital through pawn services is crucial, even though customers face the risk of defaulting, which can lead to the auction of pledged collateral. This study aims to analyze the impact of the auction pricing of collateral at PT Pegadaian Syariah Banda Aceh on customer satisfaction. In this context, a deep understanding of the factors influencing auction pricing and its impact on customer satisfaction is essential to maintain a mutually beneficial relationship. The pricing of the auction is influenced by several factors, including market mechanisms, government regulations, and the company's internal policies. Customer dissatisfaction with auction prices that are perceived as unfair can damage the long-term relationship with the financial institution. Therefore, it is crucial to enhance transparency and fairness in the auction pricing process. Additionally, educating customers about their rights is necessary to provide them with a better understanding of the process and its implications. These measures will help strengthen customer trust and maintain the sustainability of a positive relationship between the financial institution and its customers.

Petrus Adrian; Antonius Phillipus K.Gheta; Nunsio Handrian Meylano

Nian Tana Sikka : Jurnal ilmiah Mahasiswa 2025 Fakultas Ekonomi & Bisnis, Universitas Nusa Nipa

Today's business development is characterized by diverse competition in all sectors. This situation increasingly demands businesses to have appropriate strategies to meet sales volume targets. Given the increasingly dynamic development of technology, people are required to act quickly and precisely to stay competitive. Marketing is crucial in line with the increasing demands of society.This study aims to determine the effect of service quality and location on customer satisfaction at the Mathilda Hotel. Customer satisfaction is a crucial factor in the sustainability of the hotel business, therefore, service quality and location are aspects that must be taken seriously. This research method used a quantitative method, with data collection techniques through distributing questionnaires to Mathilda Hotel customers. Data analysis was conducted using validity tests, reliability tests, multiple linear regression, and hypothesis testing (t-tests and f-tests) to determine the effect of independent variables on the dependent variable.The results showed that service quality has a positive and significant effect on customer satisfaction, while location also has a positive and significant effect on customer satisfaction. Simultaneously, service quality and location have a significant effect on customer satisfaction at the Matilda Hotel. Thus, it can be concluded that improving the quality of excellent service and selecting a strategic location are important factors in increasing customer satisfaction and loyalty to Hotel Mathilda.

Ivena Zuleika; Bonardo Marulitua Aritonang; Muhammad Ismail Alif

Harmoni: Jurnal Ilmu Komunikasi dan Sosial 2025 International Forum of Researchers and Lecturers

This study aims to analyze the influence of communication between leaders and employees on improving employee performance at PT Bams Proceed Mandiri Jakarta. The background of this study is the problem of high employee turnover and increasing customer complaints in the 2023–2024 period. This condition indicates an indication of weak internal communication which has an impact on decreasing work quality and customer satisfaction. The research method used is a quantitative approach with a total sampling technique, where the entire population of 55 employees is used as the research sample. Primary data was collected through a questionnaire, while data analysis was carried out using a simple linear regression test using SPSS version 27. The research instrument has been tested for validity and reliability, and tested through classical assumptions to ensure more accurate analysis results. The results show that interpersonal communication, especially vertical communication carried out by leaders through instructions, directions, providing feedback, and awards, has a positive and significant effect on employee performance. These findings demonstrate that the more effective communication between leaders and subordinates, the higher the quality of work, punctuality, and employee commitment to the company. The study's conclusions emphasize that effective communication is not only a tool for conveying information, but also an important strategy in building harmonious working relationships, motivating employees, and increasing productivity. Therefore, companies need to strengthen their internal communication systems as part of their human resource management strategy.

Umamul Muslikhin; St. Nur Azizah; Muhammad Taufiq Hidayatullah; Mu’alimin Mu’alimin

Jurnal Manajemen dan Pendidikan Agama Islam 2025 Asosiasi Riset Pendidikan Agama dan Filsafat Indonesia

Service excellence has become a strategic issue in modern educational management because it is directly related to service quality, customer satisfaction, and the image of educational institutions. In the context of global competition and demands for public transparency, educational institutions are required to provide services that are effective, efficient, and oriented to the needs of students and the community. This study aims to systematically examine how the concept of service excellence is implemented in educational institutions and its impact on customer satisfaction. The method used was a systematic literature review, searching articles in national databases such as Google Scholar, Garuda, and campus journal portals using the keywords "service excellence," "service excellence," "education," and "customer satisfaction." Of the 20 articles found, seven met the analysis criteria. The results of the study revealed three main themes: improving the professionalism of educational staff, implementing the TQM concept in service, and strengthening a customer-oriented service culture. This literature synthesis concluded that service excellence significantly increases customer satisfaction and loyalty in educational institutions. Future research should focus on an integrative model of digital-based service excellence in educational institutions.  

Marianus Oswaldus; Antonius Phillipus K.Gheta; Dimas Realino

Nian Tana Sikka : Jurnal ilmiah Mahasiswa 2025 Fakultas Ekonomi & Bisnis, Universitas Nusa Nipa

Water is a basic, irreplaceable human need, so its management must be effective, efficient, and sustainable. The Tanarawa Village Government, through the Village-Owned Enterprise (BUMDes), manages the Regional Drinking Water Company (PDAM) to meet the community's clean water needs. However, various obstacles remain, ranging from suboptimal water quality, uneven distribution, and customer complaints. This situation raises questions about the extent to which service quality and complaints influence customer satisfaction at the Tanarawa Village PDAM, Waiblama District, Sikka Regency. This study aims to: (1) describe the service quality of the Tanarawa Village PDAM, (2) identify the types of complaints submitted by customers, and (3) analyze the influence of service quality and complaints on customer satisfaction. The research method used was a descriptive quantitative approach using a survey technique. Data were collected through questionnaires from 30 respondents who were customers of the Tanarawa Village PDAM. Data analysis included validity and reliability tests, multiple linear regression analysis, hypothesis testing, and coefficient of determination. The results of the study, based on descriptive analysis, indicate that service quality, complaints, and satisfaction are categorized as "Good," although there are still shortcomings in response speed, consistency of water distribution, and staff reliability. Customer complaints predominantly concern frequent interruptions in water flow, poor water quality, and slow response times, requiring improvement to Very Good. Statistical analysis of the effect of service quality on customer satisfaction shows a t_(count) > t_table = 3.325 > 1.99, concluding that service quality significantly influences customer satisfaction. Furthermore, statistical analysis of the effect of complaints on customer satisfaction also yielded a t_(count) > t_table = 3.917 > 1.99, concluding that customer complaints have a significant impact on satisfaction levels. Thus, this study confirms that consistent improvements in service quality and prompt and resolute complaint handling are important factors in increasing customer satisfaction. The results are expected to provide strategic input for the Tanarawa Village Water Company (PDAM) in improving its service system and strengthening relationships with the community.

Maria Stephanie; Duta Liana; Idrus Jusat

International Journal of Entrepreneurship and Management 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

In the healthcare sector, patient revisit intention serves as an important measure of hospital success, influencing financial stability, operational effectiveness, and long-term patient retention. With increasing competition, hospitals must strengthen trust, improve service quality, and maintain a positive institutional image to retain patients. This study focuses on the declining number of non-BPJS (non-insured) patients at Cinta Kasih Tzu Chi Hospital, Cengkareng, which impacts revenue sustainability. The research aims to assess how trust and customer perceived value affect revisit intention, and whether hospital image moderates these relationships. A quantitative approach was applied using a structured questionnaire distributed to 95 non-BPJS outpatients who had previously sought treatment more than once. Data were analyzed through Structural Equation Modeling (SEM) using the Partial Least Squares (PLS) method via SmartPLS software. The findings reveal that both trust and perceived value significantly and positively influence revisit intention, implying that patients with strong trust and satisfaction tend to return. Although hospital image directly influences revisit intention, it does not significantly moderate the link between perceived value and revisit intention. Therefore, hospitals are advised to enhance patient trust and perceived value while sustaining a credible institutional image to strengthen loyalty among non-BPJS patients

Rizky Ardian Saputra; Aprilia Dian Evasari; Endah Kurniawa

Maeswara : Jurnal Riset Ilmu Manajemen dan Kewirausahaan 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study aims to thoroughly examine the influence of menu variety, taste, and price on customers' purchasing decisions at CEZ-ROS Restaurant, located in Kediri Regency. Understanding these factors is crucial for the restaurant to enhance customer satisfaction and improve sales performance. The research employs a quantitative approach with an associative research type, designed to explore relationships between variables. The sampling technique used is accidental sampling, where respondents were selected based on convenience and their availability during the data collection period. This method allows for practical and efficient data gathering from actual restaurant customers. Data analysis involves several statistical tests to ensure accuracy and reliability. Initially, validity and reliability tests were conducted to confirm the suitability of the questionnaire. Then, multiple linear regression analysis was used to determine how menu variety, taste, and price individually and collectively influence purchasing decisions. Additionally, t-tests assessed the significance of each independent variable, while the F-test evaluated their simultaneous effect. The coefficient of determination (R²) provided insight into how much variation in purchasing decisions could be explained by these variables. The results indicate that menu variety, taste, and price significantly impact purchasing decisions both individually and together. Specifically, customers prefer restaurants offering a diverse menu, delicious food, and reasonable pricing. The F-test confirms the strong combined effect of these factors on consumer behavior. However, the coefficient of determination also suggests that while these variables are important, other external influences such as service quality, ambiance, and promotions may also affect purchasing decisions. Overall, this study highlights that CEZ-ROS Restaurant should focus on maintaining menu diversity, enhancing taste quality, and setting competitive prices to attract and retain customers effectively.