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Khadarianti Khadarianti; Nurman Nurman; Muhammad Ilham Wardhana Haeruddin; Muhammad Ichwan Musa; Nurul Fadilah Aswar

Epsilon : Journal of Management (EJoM) 2026 Lembaga Pengabdian Masyarakat Universitas Ichsan Gorontalo

The rapid development of coffee shop businesses in Indonesia has intensified competition among business actors, requiring companies to implement effective marketing strategies to maintain customer loyalty and encourage repeat purchases. In this context, brand image and Electronic Word of Mouth (E-WOM) are considered important factors that influence consumer perceptions and purchasing behavior. A positive brand image can create favorable impressions in the minds of consumers, while Electronic Word of Mouth through digital platforms allows customers to share experiences and opinions about products or services with a wider audience. This study aims to analyze the effect of brand image and Electronic Word of Mouth on Repurchase Decision with Customer Satisfaction as an Intervening variable. The research was conducted on consumers of Ashbab Coffee who had previously purchased its products. This study uses a quantitative approach with a survey method. Data were collected through questionnaires distributed to respondents who met the research criteria. The collected data were then analyzed using statistical analysis techniques to determine the relationship between the variables studied. The results of the study indicate that brand image and Electronic Word of Mouth have a positive and significant influence on Customer Satisfaction and Repurchase Decision. In addition, Customer Satisfaction also acts as a mediating variable that strengthens the relationship between brand image, Electronic Word of Mouth, and Repurchase Decision. These findings suggest that maintaining a positive brand image and encouraging positive Electronic Word of Mouth can increase Customer Satisfaction and encourage consumers to make repeat purchases.

Andi Riski Firnanda; Hildawati Hildawati

JURNAL EKONOMI BISNIS DAN MANAJEMEN (JISE) 2026 CV. ALIM'SPUBLISHING

The development of Micro, Small, and Medium Enterprises (MSMEs) in the traditional culinary sector in Dumai City has shown significant growth, particularly in bolu kembojo products. Increasing competition requires business actors not only to focus on product quality but also to implement business ethics in their operations. This study aims to analyze the role of business ethics in enhancing customer loyalty toward bolu kembojo MSME products in Dumai City. This research employs a qualitative approach using a case study method, with informants consisting of MSME owners and consumers selected purposively. Data collection techniques include interviews, observations, and documentation, while data analysis is conducted using an interactive model involving data reduction, data display, and conclusion drawing. The findings indicate that the implementation of business ethics, such as honesty, responsibility, and good service, can enhance customer trust and satisfaction. These factors subsequently encourage repeat purchases and positive word-of-mouth recommendations. The implication of this study suggests that the application of business ethics is a crucial strategy for MSMEs in strengthening customer loyalty and sustaining business continuity.

Chiska Edelweis Hahury; Ambarwati Soetiksno; Saul Saleky

JURNAL EKONOMI BISNIS DAN MANAJEMEN (JISE) 2026 CV. ALIM'SPUBLISHING

This study aims to analyze the factors influencing customer satisfaction at PT JNE Cabang Latta Ambon, focusing on five dimensions of service quality according to the SERVQUAL model: Tangibles, Reliability, Responsiveness, Assurance, and Empathy. Data were collected through a questionnaire distributed to 145 respondents using shipping services. The results of the analysis indicate that of the five dimensions, only the Empathy dimension has a positive and significant effect on customer satisfaction (β = 0.204; p = 0.048). The other variables, while showing positive effects, did not demonstrate statistical significance. The regression model developed was able to explain approximately 22.1% of the variation in customer satisfaction, emphasizing that there are other factors beyond the measured dimensions that also influence satisfaction. The F-test results show that, simultaneously, all five dimensions of service quality significantly affect customer satisfaction, supporting the SERVQUAL theory that highlights the importance of a multidimensional approach in service delivery. Practical implications of this study suggest that PT JNE Latta Ambon should focus more on enhancing empathy and responsiveness in service, while maintaining the quality of other aspects as a minimum standard. This research provides valuable insights for developing more effective customer-oriented service strategies and opens opportunities for further research in this field.

Fitriyah, Anis; Fauziya, Fizi

Jurnal Riset Rumpun Ilmu Ekonomi 2026 Lembaga Pengembangan Kinerja Dosen

This study aims to determine the influence of service quality on the satisfaction of mothers with toddlers at Posyandu Melati Mekar RW 05, Margajaya Village, Ngamprah District, West Bandung Regency. The method used is a quantitative approach with data collected through questionnaires distributed to 70 respondents using a saturated sampling technique. The results showed that the service quality at Posyandu Melati Mekar was in the "very high" category with a score of 3,007 out of a maximum of 3,500, while the level of satisfaction among mothers was in the "high" category with a score of 2,900. The t test showed a t value of 9.592, which is greater than the t table value of 1.995, with a significance level of 0.001, indicating a significant influence of service quality on mother satisfaction. A correlation coefficient of 0.758 indicates a strong and positive relationship, while the determination coefficient of 57.5% shows that service quality greatly contributes to customer satisfaction. Thus, improving service quality can directly increase user satisfaction with posyandu services

Kristiana Reinaldis Aek; Maria Ercytasi B. Lein; Florensia Emiliana; Maria Wihelmina Susanti; Agnes Silvania Dua Sareng

Jurnal Pengabdian Masyarakat Nian Tana 2026 Fakultas Ekonomi & Bisnis, Universitas Nusa Nipa

Beauty salons are part of the growing creative services industry, yet they face various risks that can disrupt business continuity. This study aims to identify the types of risks, their causes, impacts, challenges, management strategies, and risk monitoring methods implemented by Nusa Bunga Salon in Maumere. The methods used included interviews, direct observation, and documentation. The results indicate that the salon faces operational, financial, marketing, and reputational risks. These risks are caused by factors such as inadequate employee skills, unstable income, intense competition, and customer complaints, which can result in service disruptions, decreased service quality, reduced customer numbers, and decreased revenue. Key challenges include an unstrategic location, limited workforce, fluctuating customer numbers, and rising material prices. To address these challenges, the salon implemented strategies such as home visits, utilization of social media, regulated employee working hours, and improved service quality. Risk monitoring is carried out continuously through operational supervision, customer satisfaction evaluations, inventory checks, and financial records. It was concluded that implementing sound risk management is crucial for maintaining business continuity. Therefore, it is recommended that salons continuously improve the quality of their human resources, financial management, marketing strategies, and service innovation

Hanung Dwi Oktaviandri

Progress : Jurnal Manajemen dan Akuntansi 2026 STIE Rajawali Purworejo

The study aims to determine whether there is a positive and significant influence between water tariffs and service quality on customer satisfaction of Perumda Air Minum Tirta Perwitasari, Purworejo Regency, Pituruh Branch. Data collection uses observation, interview, questionnaire, literature study, and documentation techniques. The population in this study are customers of Perumda Air Minum Tirta Perwitasari, Purworejo Regency, Pituruh Branch who have subscribed for at least 1 (one) year. The sample used in this study was 100 people using purposive sampling technique. The data obtained were analyzed using multiple linear regression, coefficient of determination, t test and f test. There is a low relationship between water rates and customer satisfaction indicated by the correlation value between the two variables of 0.393 and there is a strong relationship between service quality and customer satisfaction indicated by the correlation value between the two variables of 0.672. The regression calculation between the water rate variable and service quality on customer satisfaction produces a regression of Y = 8.961 + 0.091 X1 + 0.566 X2 + e. Hypothesis testing produces a t count of the water rate variable smaller than the t table (0.756 < 1.661) and a significant value (0.451 > 0.05). Hypothesis testing produces a t count of the service quality variable (X2) greater than the table (7.305 > 1.661) and a significant value of (0.000 < 0.05). Hypothesis testing produces an f count greater than f table (40.376 > 3.09) and a significant value of (0.000 <0.05).

Vitha Audya Putri; Nurbaiti Nurbaiti; Ayu Nursari

Kajian Ekonomi dan Akuntansi Terapan 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study was conducted with the aim of identifying and analyzing the influence of price, innovation, and service quality variables on consumer decisions in using the Maxim online transportation service. The background of this research is the increasing competition in the online transportation industry in Indonesia, which encourages companies to continuously improve their marketing strategies to attract and retain customers. As one of the rapidly growing online transportation service providers, Maxim needs to understand the factors that influence consumer decisions in order to compete effectively. The method used in this research is a quantitative approach, with data collected through questionnaires distributed to 134 respondents who are active users of Maxim's transportation services. The data collected were analyzed using multiple linear regression to examine the effect of each independent variable (price, innovation, and service quality) on the dependent variable (consumer decision). Validity and reliability tests were also conducted to ensure the research instrument was appropriate for use.The results of the study show that all three independent variables—price, innovation, and service quality—have a positive and significant effect on consumer decisions. This means that the more competitive the price offered, the higher the level of innovation provided, and the better the perceived service quality, the more likely consumers are to choose and continue using the Maxim online transportation service.These findings provide practical implications for Maxim’s management in designing more targeted marketing strategies and service improvements, as well as strengthening the company’s position in facing market competition.

Yut Indah Sitohang; Suratni Ginting; Lilis Lilis

Logistics and Supply Chain Insights 2026 Indonesian Maritime Researchers and Lecturers

Ship berthing and departure planning is one of the crucial aspects in supporting the operational effectiveness of shipping companies. This study aims to analyze the important role of planners in ship berthing and departure activities in supporting marketing activities at PT. Nusantara Pasifik Sentosa Belawan. The method used in this research is a descriptive qualitative approach through observation and documentation study. The findings indicate that well-planned and coordinated ship berthing and departure activities provide a significant contribution to customer satisfaction, delivery punctuality, and the company’s image in the eyes of business partners. Effective planning also helps the company maintain service reliability and improve operational efficiency in port activities. However, several obstacles were identified, including lack of coordination between departments, limited information flow, and schedule disruptions caused by external factors such as weather conditions and port congestion. These challenges can affect the smoothness of operational activities and indirectly influence the company’s marketing performance. Therefore, strategies are required to improve human resource competencies, enhance digital communication systems, and strengthen cross-sector collaboration. With a well-structured planning system, PT.Nusantara Pasifik Sentosa is expected to improve its service quality and increase its competitiveness in the national shipping industry.

Abi Kusairi; Raden Andi Sularso; Mochammad Farid Afandi

International Journal of Management Science and Business 2026 International Forum of Researchers and Lecturers

This study aims to examine the effect of Islamic Service Quality comprising compliance, assurance, reliability, tangibles, empathy, and responsiveness on repurchase intention through consumer satisfaction at the Musa’adah Kopontren Retail, Sukorejo Situbondo. This research employs an explanatory research design. The sampling technique used is non-probability sampling with a purposive sampling method. Data were collected a questionnaire distributed both directly and via Google Forms, involving a total of 240 respondents. The data analysis method applied is Partial Least Squares (PLS) using SmartPLS software. The results indicate that: (1) compliance has a significant effect on consumer satisfaction; (2) assurance has a significant effect on consumer satisfaction; (3) reliability has no significant effect on consumer satisfaction; (4) tangibles have a significant effect on consumer satisfaction; (5) empathy has a significant effect on consumer satisfaction; (6) responsiveness has a significant effect on consumer satisfaction; (7) compliance has no significant effect on repurchase intention; (8) assurance has no significant effect on repurchase intention; (9) reliability has no significant effect on repurchase intention; (10) tangibles have a significant effect on repurchase intention; (11) empathy has no significant effect on repurchase intention; (12) responsiveness has no significant effect on repurchase intention; and (13) consumer satisfaction has a significant effect on repurchase intention.

Asep Munir Hidayat; Lina Maulida

Jurnal Manajemen Kewirausahaan dan Teknologi 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

Quality control is an important part of the production process to ensure that the products produced meet the set standards. This study aims to test the application of product quality control on furniture at the Hilya Furniture Store in Serang City. The research method used is a qualitative descriptive approach, with data collected through observation, interviews, and documentation during the Practical Work Lecture (KKP) activities. The results of the study show that the quality control process at the Hilya Furniture Store is still carried out simply, starting from checking raw materials, production processes, to checking the final product before being marketed. The main problems include the limitations of the quality recording system and the lack of systematic quality control standards. In addition, the lack of the use of technology in the quality monitoring process is an obstacle in maintaining product consistency. Therefore, it is necessary to implement a more structured quality control system, including the preparation of standard operating procedures (SOPs), regular quality recording, and training for the workforce to improve product quality and customer satisfaction on an ongoing basis.

Dwi Ayu Astuti

Ebisnis Manajemen 2026 Fakultas Ekonomi & Bisnis, Universitas Nusa Nipa

The increasing public demand for delivery services has led to increasingly fierce competition between shipping companies. In this condition, service quality and price are the main factors that determine customer satisfaction. The purpose of this study was to evaluate the effect of service quality and price on J&T Express customer satisfaction. The study was conducted at PT. Global Bintang Timur Ekspress from September to December 2025. The research design was quantitative statistics. Primary data were obtained through questionnaires distributed to 100 J&T Express customers via Gfrom. Data analysis included instrument quality testing, classical assumption testing, multiple linear regression, t-test, f-test, and coefficient of determination testing. Data processing was assisted by the SPSS version 26 program. The results showed that service quality (X1) partially influenced J&T Ekspress customer satisfaction (t count = 10.790 > t table 1.985 and a significance value of 0.000 < 0.05). Partially, price (X2) has a significant effect on J&T Express customer satisfaction (t count = 2.857 > t table 1.985 and a significance value of 0.005 < 0.05). Simultaneously, service quality and price have an effect on J&T Express customer satisfaction (F count = 218.755 > t table 3.09 and a significance value of 0.000 < 0.05). Companies can use these findings to improve services and pricing to increase customer loyalty.

Agung Sutomo; Hamdan Hamdan

International Journal of Management Science and Business 2026 International Forum of Researchers and Lecturers

The transition toward sustainable energy systems requires the transformation of renewable energy marketing strategies, particularly for waste-based energy. This study aims to analyze the effects of green marketing, stakeholder collaboration, and technological innovation on the marketing effectiveness of waste-based energy, with customer satisfaction as an intervening variable. A quantitative approach with a survey design was used. Data were collected from 300 respondents, comprising consumers and stakeholders at PT PLN (Persero) ’s waste-based energy processing units. Structural Equation Modeling (SEM) was used to analyze the data. The results indicate that green marketing, stakeholder collaboration, and technological innovation significantly influence customer satisfaction and the effectiveness of marketing. Furthermore, customer satisfaction significantly mediates the relationship between independent variables and marketing effectiveness. These findings emphasize the importance of integrating sustainable marketing strategies, multi-stakeholder synergy, and innovative technologies to enhance the competitiveness of waste-based energy products in the market. This study contributes to the theoretical development of renewable energy marketing models and provides practical implications for policymaking and green energy marketing strategies in Indonesia.

Mada C.A Sirait; Dirhamsyah Dirhamsyah; Eka Fransiska

Logistics and Supply Chain Insights 2026 Indonesian Maritime Researchers and Lecturers

High-quality ship agency services are a key element in enhancing customer satisfaction and competitiveness within both national and international shipping sectors. This study aims to identify effective strategies for improving the quality of agency services at PT. Trans Shipping Agency Batam. The research methodology employed includes field research through direct observation and discussions, as well as library research using relevant books and journals as references. The findings indicate that PT. Trans Shipping Agency Batam has implemented strategies focused on service quality, managing ship owner expectations, and providing transparent evidence of service. Although operations are generally well-executed, certain obstacles persist, such as delays in the clearance in/out process caused by administrative complexity and inter-agency coordination. Recommended development strategies include enhancing human resource competencies, strengthening coordination among port authorities (Quarantine, Immigration, Customs, and Harbor Master), and optimizing information systems to monitor vessel schedules in real-time. More intensive coordination is expected to minimize operational constraints and drive service efficiency within the maritime industry.

Carolina Savitri Ajeng Margono; Rauly Sijabat; Shofif Sobaruddin Akbar

Jurnal Manajemen Kewirausahaan dan Teknologi 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

Service quality is a critical issue faced by service providers, as it plays a significant role in shaping customer satisfaction and maintaining customer trust for future services. A decline in service quality over time may negatively affect customers’ perceptions and loyalty. Therefore, this study aims to examine the effect of service quality dimensions on customer satisfaction. This research employed a quantitative approach using primary data collected through a survey method. The sampling technique used was probability sampling with a random sampling method, involving 98 customers as research respondents. Data were analyzed using SPSS version 24. The service quality dimensions analyzed in this study were Tangible, Reliability, Responsiveness, Assurance, and Empathy. The results of the analysis revealed that Tangible and Responsiveness did not have a significant effect on customer satisfaction. In contrast, Reliability, Assurance, and Empathy were found to have a significant positive influence on customer satisfaction. These findings indicate that customers place greater importance on service accuracy, employee competence, trustworthiness, and personal attention. Therefore, service providers are encouraged to prioritize improvements in Reliability, Assurance, and Empathy to enhance customer satisfaction and sustain long-term customer relationships.

Syawli Alivian Irawan; Qori Halimatul Hidayah

Mars: Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer 2026 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Advances in information technology have driven the transformation of banking services towards digitalization through mobile banking. Bank Central Asia (BCA), one of the largest private banks in Indonesia, offers m-BCA services to facilitate quick, practical, and efficient customer transactions. However, issues such as delayed notifications, system disruptions, and login problems still exist. This study aims to evaluate m-BCA user satisfaction using the PIECES Framework, which consists of six dimensions: Performance, Information, Economy, Control and Security, Efficiency, and Service. A descriptive quantitative approach was used, with a questionnaire distributed to 105 active m-BCA users in South Jakarta. Data were analyzed using mean values to assess satisfaction levels for each dimension, and validity and reliability tests were conducted. The results showed average scores of 4.02 for Performance, 4.08 for Information, 4.08 for Economy, 4.18 for Control and Security, 4.20 for Efficiency, and 4.09 for Service. The overall score of 4.10 falls into the "Satisfied" category. The highest score was for Efficiency, indicating strong support for users’ banking activities, while the Performance dimension scored lower, suggesting room for improvement. Overall, users are satisfied with m-BCA, but system performance improvements are needed for service stability and sustained satisfaction.

Sarrah Jessica Hidayat; Sugiarto Sugiarto; Tonny Hendratono

International Journal of Communication, Tourism, and Social Economic Trends 2026 Asosiasi Penelitian dan Pengajar Ilmu Sosial Indonesia

This study examines the influence of memorable tourism experiences and operational risk management in tourist train transportation on positive Word of Mouth (WOM), with tourist satisfaction serving as a mediating variable. A quantitative approach was employed, and data were processed using SEM-PLS 4. The research sample consisted of 247 respondents who had used tourist train services within the past year. The results reveal that both effective risk management practices and memorable tourism experiences perceived by tourists significantly impact tourist satisfaction. Additionally, tourist satisfaction plays a crucial mediating role in generating positive WOM. The study highlights that memorable tourism experiences, including aspects such as comfort, scenic views, and the quality of service, significantly enhance tourist satisfaction. Furthermore, operational risk management, which includes ensuring passenger safety, maintaining service reliability, and handling emergencies effectively, is essential for cultivating satisfaction and positive WOM. The findings suggest that businesses in the tourism industry, particularly those operating tourist trains, should prioritize both risk management and creating memorable experiences to foster customer loyalty and enhance WOM. This study contributes to understanding the dynamic relationship between risk management, customer satisfaction, and WOM in the tourism sector, providing valuable insights for improving service strategies in tourist train transportation.

Chatrine, Maria Marthina; Mitan, Wilhelmina; Aurelia, Pipiet Niken

Jurnal Projemen UNIPA 2026 Universitas Nusa Nipa Maumere

Cashier service plays a crucial role in cooperative operations as it is directly related to members’ financial transactions. Service quality contributes to member satisfaction and loyalty, which in turn affects cooperative performance. This study aims to evaluate the role of cashier services in cooperative performance and member satisfaction at the Koperasi Simpan Pinjam Credit Union Bahtera Sejahtera. A descriptive qualitative approach was employed using observation, interviews, and documentation as data collection techniques. The findings indicate that the cashier service system has generally been implemented well and is positively perceived by members. However, several constraints remain, particularly during peak service hours, including long waiting times caused by the limited number of cashier staff and overlapping responsibilities with customer service functions. These conditions reduce service responsiveness. Nevertheless, cashier services significantly contribute to enhancing member satisfaction and supporting cooperative performance through efficient financial transactions and increased member trust. Improvements in service efficiency and task allocation are therefore recommended to optimize cashier service quality.

Afif Margi Lestari; Nurul Sulistya Ningsih; Suratin Suratin

Akuntansi dan Ekonomi Pajak: Perspektif Global 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to analyze the influence of job satisfaction on employee performance at Warung Makan Ayam Penyet Pelem Asri, Boyolali. The study used a qualitative method with a case study approach. Data collection was conducted through in-depth interviews with employees and the business owner, direct observation of work activities, and relevant documentation. The results showed that the level of employee job satisfaction is relatively high, formed from a combination of structural, social, physical, and psychological factors. These factors include clear division of tasks, a regular work shift system, harmonious interpersonal relationships between employees, and the availability of adequate work facilities and compensation. High job satisfaction has been shown to encourage intrinsic motivation, discipline, and consistency in carrying out employees' duties. This is reflected in the ability of employees to provide fast, friendly, and consistent service, especially during busy operating hours. The research findings confirm that job satisfaction has a significant influence on employee performance, which in turn impacts customer satisfaction and business sustainability. Therefore, management needs to maintain and improve factors supporting job satisfaction to maintain service quality and business competitiveness.

Tegar Adhe N. F; Zanuar Ilham Mahendra; Khibran Nur Kartiko; Rizky Subekti Anam; Suseno Suseno

Jurnal Riset dan Inovasi Manajemen 2026 International Forum of Researchers and Lecturers

UMKM Kerupuk Subur is one of the SMEs quite well-known for its cracker products and is located at Jl. Gedongkuning Gg. Nuri No.66, RT.2/RW.33, Wonocatur, Banguntapan, Bantul Regency, Special Region of Yogyakarta. Product packaging is one of the important factors in maintaining the quality of the crackers to keep them crispy and not easily soggy. Currently, UMKM Kerupuk Subur still uses ordinary plastic packaging that is only tied with a string, so its protection against physical damage and product quality deterioration is still limited. Besides functioning as a protector, product packaging also serves as a consumer attraction that can influence purchasing decisions. In 2024, UMKM Kerupuk Subur experienced a production and sales decline of 4.58 percent, which is suspected to be influenced by packaging factors. This study aims to develop Kerupuk Subur packaging based on customer criteria and needs. The Green Quality Function Deployment approach is used to obtain comprehensive information in designing packaging according to consumer needs and preferences. The results of identifying consumer needs show priorities such as packaging that is easy to open, resealable, transparent, environmentally friendly, durable, and tear-resistant. Based on these needs, packaging development alternatives were designed, including an easy-open system, durable and tear-resistant packaging, and resealable packaging to maintain product quality and crispness. Then, testing was conducted with 50 respondents to assess consumer satisfaction. The level of consumer satisfaction falls into the satisfied category, with an average score of 4.18, where 80% of respondents stated they were satisfied or very satisfied with the designed packaging prototype.

Imakulata Kresnawati M Bili; I Wayan Sudiarta; Maria Yuditia Wungabelen; Ni Kadek Alika Rosdiana; Putri Rafiana

Jurnal Bisnis Inovatif dan Digital 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

Customer churn is a strategic challenge for digital streaming platforms because it directly Impacts revenue and business sustainability. This study aims to analyze the factors influencing customer Churn and develop a churn prediction model using the Random Forest algorithm. The study uses a Quantitative approach with an explanatory design and utilizes secondary data from the Netflix Customer Churn and Engagement Dataset available on Kaggle. The dataset consists of 1,000 customer data with 16 Variables covering demographic characteristics, service usage behavior, financial condition, and customer Satisfaction level. The data was processed through preprocessing, one-hot encoding, and a 70:30 split Between training and test data. Model performance was evaluated using accuracy, precision, recall, F1 Score, and ROC-AUC metrics. The results show that the Random Forest model produces an accuracy of 53.7%, precision of 56.3%, recall of 63.6%, F1-score of 59.7%, and ROC-AUC of 0.534, indicating Moderate predictive ability and only slightly better than random classification. Feature importanceAn.evealed that user engagement levels, such as viewing duration and frequency of interactions, Were the most dominant factors influencing churn, followed by economic factors and customer satisfaction. The results of this study are expected to provide a basis for streaming platforms to design more effective Customer retention strategies.