SciRepID - Scientific Publication Search

Publication Search

18,135 articles from 385 journals · 1,447 citations tracked

Showing 1-20 of 373

Analytics

Threesya Erin; Muhammad Fadli Luran; Amirullah Amirullah

Jurnal Manajemen dan Ekonomi Bisnis 2026 Pusat Riset dan Inovasi Nasional

This study is motivated by the importance of maintaining consumer satisfaction amidst increasingly fierce competition in the culinary business, where Warteg Bunana faces challenges in the form of a decline in the number of customers over the past two years. The objective of this research is to determine and analyze the influence of social media promotion, location, and perceived value on consumer satisfaction at Warteg Bunana in Batam City. The research method used is a quantitative approach with a survey method through the distribution of questionnaires to 100 respondents selected using simple random sampling techniques. Data were analyzed using multiple linear regression analysis via SPSS software. The findings indicate that simultaneously, social media promotion, location, and perceived value have a significant effect on consumer satisfaction with an F value of 21,940 and a significance value of 0.000 < 0.05. Partially, all three variables also have a significant influence on consumer satisfaction. The coefficient of determination (R Square) of 0.407 shows that these variables explain 40.7% of consumer satisfaction. The implications of this research suggest that Warteg Bunana management needs to increase social media promotion consistently and maintain location comfort and service quality to improve consumers' perceived value on a sustainable basis

Nurul Handayani; Sabri Sabri; Amirullah Amirullah

Jurnal Manajemen dan Ekonomi Bisnis 2026 Pusat Riset dan Inovasi Nasional

This research is motivated by the vital role of clean water services and the need to optimize operational revenue at BLUD UPT Water Supply Management in Batam City. The study aims to analyze the influence of willingness to pay, ability to pay, and payment awareness on BLUD revenue achievement. A quantitative associative approach was employed, involving a population of 29,047 customers. A sample of 100 respondents was determined using the Slovin formula, and data were analyzed via multiple linear regression using SPSS software. The results indicate that, simultaneously, all three independent variables significantly affect revenue achievement with an F-value of 56.825 and a significance of 0.000. Partially, willingness to pay (t=8.279), ability to pay (t=11.020), and payment awareness (t=10.435) also exert a significant influence. These findings imply that higher community payment behavior directly increases institutional revenue. It is recommended that BLUD improves service quality and payment socialization to ensure sustainable revenue achievement.

Zahwa Rahmadina; Yandra Rivaldo; Mohamad Aras

Jurnal Manajemen Riset Inovasi 2026 Pusat Riset dan Inovasi Nasional

This study investigates the influence of drug availability, location, and service quality on consumer purchasing decisions at Toko Obat Zahwa Batam. The phenomenon underlying this research is a significant decline of 23.3% in transactions at Toko Obat Zahwa over three years (2022–2024). A quantitative approach with survey method was employed, involving 100 respondents selected through purposive sampling. Data were collected using a Likert-scale questionnaire and analyzed through multiple linear regression using IBM SPSS 26. The results indicate that drug availability has a positive and significant effect on purchasing decisions (t = 5.390; sig. = .000), service quality has a positive and significant effect (t = 4.700; sig. = .000), while location does not significantly influence purchasing decisions (t = –0.556; sig. = .579). Simultaneously, all three variables significantly affect purchasing decisions (F = 38.203; sig. = .000) and explain 53.0% of the variance (Adjusted R² = .530). The dominant influence of drug availability confirms the need-driven nature of pharmaceutical retail purchases, while the non-significant effect of location reflects habitual buying behavior among loyal consumers. These findings provide practical implications for independent drug store management in competitive markets.

Rizki Tomi Resna Suhendar; Farida Yuliaty; Rukhiyat Syahidin; Taufan Nugroho; Vip Paramata +1 more

Jurnal Ilmu Kesehatan dan Gizi 2026 Pusat Riset dan Inovasi Nasional

This regulation, which requires all healthcare facilities to implement EMR by December 31, 2023, stemmed from the emergence of Health Ministerial Regulation No. 24 of 2022. Santosa Hospital, Bandung Kopo, has implemented EMR, but no research has been conducted on it. This study aimed to determine the effect of EMR implementation on service quality in the emergency unit at Santosa Hospital, Bandung Kopo. The research methods used were descriptive verification analysis and multiple linear regression analysis. Data collection used a questionnaire distributed to all emergency unit staff. The results of the descriptive analysis were generally considered very good. The results of the verification analysis, both partially, showed a negative and insignificant effect on system quality and service quality, while information quality and use statistics showed a positive and significant effect. Simultaneously, these positive and significant effects were proven, and the researchers recommend maintaining and further improving them.

Dewi Agustina; Annisa Zahra; Aprillia Dwi Astuti; Sahkira Nabila Utami Siregar; Suci Ramadhani Rangkuti +8 more

Jurnal Ilmu Kesehatan dan Gizi 2026 Pusat Riset dan Inovasi Nasional

Telemedicine is a technology-based healthcare innovation that can improve access and efficiency. The quality of service provided by human resources (HR) plays a crucial role in determining patient satisfaction. This study aims to analyze the influence of HR service quality on patient satisfaction among telemedicine users. The method used was a literature review using a qualitative descriptive approach through analysis of scientific articles from various databases published between 2020 and 2025. The results indicate that HR service quality significantly influences patient satisfaction, particularly through aspects of reliability, responsiveness, assurance, empathy, and effective communication. Patient satisfaction is also influenced by ease of access, time efficiency, and trust in the services provided. However, limitations such as the lack of in-person physical examinations remain a challenge in the implementation of telemedicine. Therefore, improving HR competency, particularly in digital communication and technology utilization, is essential to improving the quality of telemedicine services. Therefore, HR service quality is a key factor in increasing patient satisfaction and the successful development of digital healthcare services.

Purwanty Elizabeth Lawalata; Ria Efkelin; Yurita Mailintina

Journal of Educational Innovation and Public Health 2026 Pusat Riset dan Inovasi Nasional

Services in the health sector are a form of public service that must be implemented properly by the government. In the context of health services, the importance of effective and efficient implementation cannot be ignored because this has a direct impact on people's quality of life. In order for health services to achieve their goals, various requirements must be met, including the availability of adequate facilities and infrastructure, a harmonious relationship between patients and service providers, easy accessibility, and high quality. The aim of this research is to determine the description of the service quality of administrative staff. at the Kelapa Gading Community Health Center. The method used is descriptive with a quantitative approach which produces univariate results. This research was conducted at the Kelapa Gading Community Health Center with a total of 150 respondents. The variables in this research are Service Procedures, Completion Time, Service Costs, Service Products, Facilities and Infrastructure, Accreditation of Service Officers. The population in this study were all 1.216 outpatients with a sample of 150 respondents.

Putri Riskina; Megawati Megawati

Journal of Educational Innovation and Public Health 2026 Pusat Riset dan Inovasi Nasional

The dimensions of healthcare service quality are a concept for measuring service quality. This study aims to determine the effect of the dimensions of healthcare service quality on the satisfaction of inpatients at Cut Nyak Dhien General Hospital in Langsa City. This study uses a quantitative design of the Survey Analytic type with a cross-sectional approach. The population consisted of 121 inpatients with a sample size of 55 respondents using purposive sampling technique. Analysis used multiple logistic regression test (α=0.05). The research results show that there is an influence between Responsiveness p<0.042 with an EXP (B) value of 11.361, Assurance p<0.008 with an EXP (B) value of 20.163, Empathy p<0.018 with an EXP (B) value of 13.547, Reliability p<0.033 with an EXP (B) value of 6.896 on inpatient patient satisfaction (p<0.05), while the Tangible variable shows no influence with p<0.088 and an EXP (B) value of 4.967. Among these variables, the one that significantly affects inpatient patient satisfaction is the Assurance variable with p<0.008 and an EXP (B) value of 20.163. It is recommended to continuously improve the quality of service comprehensively in every dimension of service quality, strengthen the competence and professionalism of healthcare personnel, enhance the speed and accuracy of service, and build good communication to improve the quality of inpatient services and maintain patient trust in the hospital.  

Septi Kurniasih; Karmanis Karmanis; Charis Christiani

International Journal of Law and Civil Affairs 2026 International Forum of Researchers and Lecturers

This study examines how the transition from manual to digital services influences user satisfaction through digital service quality and user perception at the Marine and Fisheries Office of Pekalongan Regency. The research employs a mixed-methods approach, combining a quantitative survey (N = 40) using Pearson correlation analysis with qualitative interviews involving service leaders and operators. The results reveal very strong correlations between service quality, user perception, and user satisfaction, as well as the critical role of system stability and operator assistance in shaping user experience. Qualitative findings confirm that changes in work culture, leadership, and human resource adaptation are key factors in the success of digitalisation. The study implies that the success of digital public services is determined not only by technology but also by strengthening human resource capacity, simplifying service design, and providing operator support for users with low digital literacy. The limitations of this study include the small sample size, the single organisational context, and reliance on perception-based data. Future research is recommended to conduct comparative cross-agency studies, longitudinal approaches, and structural model testing to examine the mediating roles of digital literacy and operator assistance.

Rindi Rama Saputra; Deni Erlansyah

Jurnal Pengabdian kepada Masyarakat 2026 Pusat Riset dan Inovasi Nasional

This community service activity aims to design a prototype of a web-based Intellectual Property Rights (IPR) registration information system at the South Sumatra Provincial Industry Office as an effort to support the improvement of public service quality. The main problem faced by partners is the manual registration and management process for IPR data, which has the potential to cause service delays, data recording errors, and difficulties in monitoring the status of IPR applications. This condition requires an information technology-based solution that can improve the efficiency, effectiveness, and transparency of services. The method used in this community service activity is the prototype method, which includes the stages of problem identification, user needs analysis, system design, and initial evaluation of the resulting prototype. The designed information system prototype includes features for online IPR registration, applicant and document data management, and application status monitoring. The results of the activity indicate that the IPR registration information system prototype is able to provide an overview of digital solutions that are in accordance with partner needs and have the potential to improve service efficiency and ease of data management. This activity is expected to become the basis for the development of a more comprehensive and sustainable IPR information system within the South Sumatra Provincial Industry Office.

Endang Silaningsih; Siti Aidini Khoerunnisa

Jurnal Pengabdian kepada Masyarakat 2026 Pusat Riset dan Inovasi Nasional

Employee work discipline is one of the important aspects of human resource management, especially in service companies that heavily rely on their employees' performance. PT CAI, as an event organizer company, still faces issues related to employee work discipline, such as tardiness, absenteeism without notice, and low consistency in completing work responsibilities. This activity is a form of Community Service by students aimed at increasing employees' understanding and awareness of the importance of work discipline through educational and practical approaches. The implementation methods of the activity include observation, interviews, discussions, documentation, and the implementation of an educational program in the form of work discipline posters as well as providing recommendations for a simple reward and punishment system. The results of the activity show that internal educational media serve as an effective visual reminder in increasing employee awareness of punctuality and work responsibility. This community service activity is expected to support the improvement of employee performance, service quality, and the operational sustainability of PT CAI.

Ni Luh Kesuma Wardani; Retty Tonapa; Purwadhi Purwadhi; Yani Restiani Widjadja

Jurnal Manajemen dan Ekonomi Bisnis 2026 Pusat Riset dan Inovasi Nasional

The healthcare sector is increasingly confronted with a VUCA environment (Volatility, Uncertainty, Complexity, and Ambiguity), requiring hospitals to adopt adaptive, resilient, and innovative strategies. This study aims to systematically review the evidence on smart hospital strategies in responding to uncertainty, particularly in improving service quality, operational efficiency, and patient satisfaction. A systematic literature review was conducted using major academic databases, including Scopus-indexed sources, Google Scholar, and Semantic Scholar, covering publications from 2020 to 2026. Articles were selected based on predefined inclusion criteria focusing on hospital management strategies in dynamic and uncertain environments. A total of 10–15 relevant studies were included and analyzed using thematic synthesis. The findings indicate that key strategies in addressing VUCA challenges include digital transformation (e.g., electronic medical records and telemedicine), adaptive and transformational leadership, agile management approaches, and patient-centered care. Digital technologies significantly improve efficiency and decision-making processes, while agile and adaptive leadership enhances organizational responsiveness and resilience. However, several studies highlight that technological advancement alone is insufficient without integrating humanistic values such as empathy, communication, and trust. In conclusion, the most effective hospital strategies in a VUCA world are those that integrate technological innovation with human-centered care. Hospitals must develop flexible, data-driven, and patient-oriented systems to ensure sustainability and competitiveness in uncertain environments. Future research should focus on longitudinal and experimental designs to strengthen causal evidence and explore the integration of digital systems with humanistic healthcare values.

Ketut Yuliani Wijaya; Rokiah Kusumapradja; Muhammad Fachruddin Arrozi

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

Patient experience reflects patient’s comprehensive perceptions of service quality, the physical environment, and communication with healthcare providers. This study was motivated by the need to foster positive patient experience in the Pharmacy Installation of Graha Sehat Hospital, Probolinggo through improvements in service quality, servicescape, and effective communication. The objective of this research was to analyze the effects of service quality and servicescape on patient experience, with effective communication serving as an intervening variable. A quantitative approach was employed using Structural Equation Modeling (SEM) with AMOS. A total of 180 outpatient pharmacy patients were selected through voluntary sampling, with the sample size determined based on Hair’s method. The findings indicate that service quality, servicescape, and effective communication simultaneously exert a positive and significant effect on patient experience. Partially, service quality has a positive and significant effect on patient experience, while servicescape does not have a direct significant effect on patient experience. Effective communication, however, demonstrates a positive and significant influence on patient experience. Furthermore, effective communication significantly mediates the relationship between servicescape and patient experience, but it does not mediate the relationship between service quality and patient experience. The managerial implications for hospital management highlight the need to strengthen service quality improvement strategies, optimize spatial layout and environmental comfort in the pharmacy setting, and establish concise communication standards that include essential medication counseling points. Such measures are necessary to ensure that communication quality remains consistent, even during peak patient volume periods with limited-service time.

Yusni Sulastri; Rina Mutiara; Tjipto Rini

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

The waiting time for outpatient pharmacy services at Permata Jonggol Hospital had not met the minimum service standards, potentially reducing service quality and patient satisfaction. This issue was suspected to be influenced by human resource (HR) competence, service regulations, and the utilization of the Hospital Management Information System (HMIS). This study aimed to analyze the effect of HR competence and service regulations on pharmacy waiting time, with HMIS utilization as an intervening variable. The study used a quantitative approach with a cross-sectional design. Data were collected at a single point in time using instruments that had been tested for validity and reliability. The data were analyzed using Structural Equation Modeling–Partial Least Squares (SEM-PLS). The results showed that HR competence, service regulations, and HMIS utilization simultaneously had a significant effect on pharmacy waiting time. Partially, HR competence and service regulations significantly affected HMIS utilization and waiting time. HMIS utilization also significantly influenced waiting time and mediated the relationship between HR competence, service regulations, and pharmacy waiting time. In conclusion, improving pharmacists’ competence, strengthening service regulations, and optimizing HMIS utilization in an integrated manner were important strategies to reduce waiting time and improve service efficiency and quality

Eko Wahyu Irvan Saputro; Duta Liana; Yanuar Ramadhan

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

Compliance with clinical pathways is a critical component in ensuring quality of care, patient safety, and cost efficiency in hospitals. However, its implementation continues to face challenges related to management systems and the work behavior of Healthcare Providers (HCPs). This study aimed to analyze the effect of performance-based remuneration systems and organizational support on clinical pathway compliance, with work discipline serving as an intervening variable among HCPs at Cabangbungin Regional General Hospital.This research employed a quantitative approach with an explanatory research design. Data were collected using structured questionnaires and analyzed through Structural Equation Modeling (SEM) with a Partial Least Squares (PLS) approach, supported by the three-box method analysis. The findings indicate that performance-based remuneration systems and work discipline have a significant positive effect on clinical pathway compliance. Furthermore, work discipline was found to strengthen the relationship between performance-based remuneration and compliance, confirming its mediating role. In contrast, organizational support did not show a significant direct or indirect effect on clinical pathway compliance.The study concludes that compliance with clinical pathways is more strongly influenced by performance control mechanisms and clinical work discipline than by general organizational support. These findings provide evidence-based insights for hospital management in designing sustainable strategies and policies to enhance clinical pathway adherence and improve service quality.

Rini Novia; Rina Mutiara; Idrus Jus'at

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

Drug stockouts in hospitals pose significant risks to service quality, patient safety, and operational efficiency. This study aimed to analyze how drug demand planning and procurement processes at Johar Baru Regional General Hospital contribute to stockout occurrences and to develop data-driven recommendations based on supply chain management principles. A qualitative descriptive design was employed using data triangulation. Data were collected through in-depth interviews with the Head of the Pharmacy Installation, procurement staff, and warehouse pharmacists, complemented by direct observation and analysis of 2024 planning and procurement documents. Thematic analysis was conducted with the support of NVivo software to identify patterns and relationships among key variables, including drug demand planning, procurement, and inventory management.Findings reveal that stockouts stem from interconnected weaknesses in planning accuracy, procurement coordination, and inventory control systems. Effective stock management depends not only on increasing supply but also on improving data quality, integrating inventory information systems with operational workflows, and enhancing cross-functional collaboration. Recommended strategies include implementing a minimum stock alert system integrated with the Hospital Management Information System (HMIS), strengthening standard operating procedures for stockout response and procurement confirmation, improving integration between HMIS, the National Formulary, and budgeting systems, and applying consumption based planning methods combined with ABC VEN analysis to optimize inventory control.

Siska Karma Gianti; Agusdini Banun Saptaningsih; Johanes Johanes

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

Medical personnel compliance in prescribing drugs according to the National Formulary (ForNas) is essential to ensure rational therapy, improve service quality, and enhance efficiency in health financing at government health facilities. However, compliance remains a challenge at Johar Baru Regional General Hospital, Central Jakarta. This study aimed to analyze factors influencing medical personnel compliance with ForNas-based prescribing, including drug availability, management policies, and the knowledge, attitudes, norms, and perceptions of medical staff.A qualitative approach was used through in-depth interviews with medical personnel, heads of supporting service sections, and pharmacy unit leaders. The study also involved observation and review of hospital formulary documents, minimum service standards reports for 2024, and monitoring and evaluation reports on prescribing compliance for 2024 and January June 2025. Data were analyzed using thematic analysis supported by NVivo software.The findings indicate that compliance is influenced by medical personnel’s understanding of ForNas policies, clinical experience, and professional attitudes toward prescribing standards. Management factors such as supervision, technological support, and procurement systems also play important roles. Limited drug stocks and suboptimal control systems were identified as major obstacles.The hospital is recommended to strengthen compliance by updating clinical practice guidelines, developing a ForNas-based hospital formulary, improving management support, optimizing information technology systems, ensuring drug availability, and proposing additional ForNas drugs to the Ministry of Health.

Yolanda Maria Osok; Suparno Suparno; Tri Lestari Hadiati

Law and Justice research journal 2026 International Forum of Researchers and Lecturers

This research aims to analyse the role of archives as agents of change in the digital transformation of archives and as catalysts for bureaucratic reform in the era of digital government at the Sorong City Regional Secretariat. The research used a mixed-methods approach, combining a quantitative survey of 30 respondents with in-depth interviews with five key informants, and analysed the data using correlation statistics and thematic analysis. The study's results show that the digital transformation of archives is closely linked to bureaucratic reform and digital governance, and qualitative findings confirm that digitisation improves administrative efficiency, data integration, and organisational accountability. The research highlights the importance of strengthening technological infrastructure, integrating information systems, and improving the competence of the apparatus as prerequisites for the success of the digital transformation of archives. This study has limitations in its scope, involving only one local government agency and a relatively small number of respondents. Therefore, further research is recommended to broaden the scope, incorporate public service quality variables, and use a longitudinal design to examine the long-term impact of archive digitisation on the performance of bureaucratic reform and digital governance more comprehensively. These findings also provide practical contributions for local governments in designing integrated, sustainable electronic archive management policies that support effective, transparent, and responsive public services to meet the needs of modern society in the future, as well as strengthening data-driven governance.

Reza Mahendra; Qori Halimatul Hidayah

Venus: Jurnal Publikasi Rumpun Ilmu Teknik 2026 Asosiasi Riset Ilmu Teknik Indonesia

This research aims to analyze the quality of electronic services (E-Service Quality) on user satisfaction of the DANA digital wallet application in the West Jakarta area. The evolution of financial technology (fintech) in Indonesia has encouraged rapid growth in the use of digital wallets, including DANA which is recorded to have more than 200 million users by 2024. However, this rapid growth is still marred by a number of user complaints regarding system reliability, service response speed and transaction security. Therefore, this study is important to evaluate how much e-service quality dimensions influence user satisfaction levels. The research method used is a quantitative approach with an associative type of research. Data was collected through questionnaires from 100 respondents who were active users of the DANA application in the West Jakarta area using a purposive sampling technique. Data analysis was carried out using SPSS software through validity tests, reliability tests, and simple linear regression analysis. The research results show that E-Service Quality has a positive and significant effect on user satisfaction of the DANA application with a coefficient of determination (R Square) of 0.907, which means that 90.7% of the variation in user satisfaction can be explained by the E-Service Quality variable, while the remaining 9.3% is influenced by other factors outside the research model. The results of the significance test (t test) show a significance value (Sig. < 0.05) which indicates that the influence of E-Service Quality on user satisfaction has been proven to be statistically significant. The results of this study are expected to serve as evaluation material for DANA application managers in improving the quality of digital services, particularly in terms of efficiency, system reliability, security, and user responsiveness. Furthermore, this research is expected to provide theoretical contributions to the development of studies in the field of information systems and digital service management.

Fatia Maulida; Mf.Arrozi Adhikara; Rina Anindita

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

Background: In the competitive healthcare landscape, where human resources are pivotal to organizational success, affective commitment defined as emotional attachment to the workplace is essential for nurse retention and service quality. Satya Negara Hospital in North Jakarta exemplifies the challenges faced by Indonesian healthcare institutions, with a notably high nurse turnover intention of 30% in 2024, signaling low affective commitment and underscoring the urgency to identify its drivers. While person-job fit and career development are established antecedents of commitment, their combined influence within Indonesia’s nursing context, along with the potential moderating role of meritocracy, remains underexplored.. Methods:  Using a quantitative, cross sectional design, data were collected via a validated questionnaire from all 108 nurses at the hospital and analyzed using multiple regression.. Results: The results revealed that person-job fit, career development, and meritocracy collectively explain 96.6% of the variance in affective commitment. Furthermore, when meritocracy was tested as a moderating variable, the explanatory power of the model increased significantly, with the adjusted R² value rising from 96.6% to 98.5%. This indicates that the presence of a meritocratic system substantially amplifies the positive effects of both person-job fit and career development on commitment.. Conclusion: The study concludes that a synergistic combination of job fit, growth opportunities, and a merit-based system is fundamental to fostering nurses’ emotional attachment. These findings contribute to organizational and psychological theory integration and offer practical human resource strategies for enhancing nurse commitment and reducing turnover in healthcare settings.

Muhammad Rizkie; Qori Halimatul Hidayah

Neptunus: Jurnal Ilmu Komputer Dan Teknologi Informasi 2026 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

This study aims to evaluate the level of user satisfaction with the user interface of the Academic Information System (SIAKAD) at Esa Unggul University using the End User Computing Satisfaction (EUCS) method. This method assesses user satisfaction based on five key dimensions: content, accuracy, format, ease of use, and timeliness. The study employed a quantitative descriptive approach by distributing questionnaires to active Esa Unggul University students as primary system users. The collected data were analyzed using SPSS software to test validity, reliability, and the relationships between variables that influence user satisfaction with the SIAKAD interface. The results show that, in general, users are quite satisfied with the SIAKAD interface, particularly in the ease of use and accuracy dimensions, which obtained the highest scores. This indicates that usability and information accuracy are the dominant factors in creating a positive user experience. However, the timeliness and content dimensions still require further improvement, as they were rated as less optimal in providing fast and comprehensive information. These findings highlight the importance of an intuitive, efficient, and informative interface design in enhancing user satisfaction. This research is expected to serve as a reference for Esa Unggul University in developing and improving its Academic Information System to become more effective, efficient, and user-friendly. Evaluating user satisfaction through the EUCS approach provides valuable insights for system developers to refine the interface, improve information quality, and enhance system responsiveness. Thus, the results of this study are expected to contribute to improving academic service quality and supporting the digitalization of education at Esa Unggul University.