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This paper presents a narrative review focusing on the significance of in silico methodologies in identifying and evaluating natural bioactive compounds as promising antidiabetic agents. By examining scientific publications from 2020 to 2025, the review highlights substantial evidence that various plant-derived metabolites such as flavonoids, phenolic acids, terpenoids, and glycosides from Orthosiphon stamineus, Moringa oleifera, Syzygium polyanthum, Tinospora crispa, and Albizia saman demonstrate notable affinity toward several crucial enzymes implicated in type 2 diabetes, including DPP-4, SGLT-2, α-glucosidase, and PTP1B. Findings from molecular docking analyses and ADMET simulations indicate that many of these compounds exhibit favorable pharmacokinetic behavior, strong receptor interactions, and minimal toxicity, suggesting their potential as multitarget natural therapeutics with synergistic modes of action. Utilizing in silico screening as an initial step effectively predicts biological activity and pharmacological profiles prior to experimental validation through in vitro and in vivo testing, thus reducing both time and research expenditure. The synergy between computational modeling, medicinal chemistry, and phytochemical exploration establishes a scientific framework that supports the advancement of rational, safe, and sustainable herbal-based antidiabetic drug development derived from Indonesia’s vast biodiversity and encourages self-reliance within the national pharmaceutical sector.

This study aims to analyze the influence of leadership style, work motivation, and the work environment on employee loyalty at Coffee Shop Lingkar in Semarang City. The background of this study stems from the phenomenon of fluctuating employee loyalty levels, characterized by staff turnover within a certain period. The research method used a quantitative approach with census sampling, with the entire population of 36 employees being sampled. Data were collected through a Likert-scale questionnaire and analyzed using Partial Least Squares-Structural Equation Modeling (PLS-SEM) using the SmartPLS 4 application. The results show that leadership style has a positive and significant effect on employee loyalty. Work motivation also proved to have a positive and significant effect and was the dominant factor influencing loyalty. Furthermore, the work environment had a positive and significant effect, although its influence was less significant than the other variables. Overall, these three variables explained 82.4% of employee loyalty, with the remainder influenced by factors outside this study. This research provides a practical contribution to Coffee Shop Lingkar's management in improving employee loyalty through developing a participatory and transformational leadership style, providing continuous motivation, and creating a conducive work environment.

Rapid technological advancements have encouraged smartphone sellers to emphasize good product quality to meet customer needs in order to achieve customer satisfaction and repurchase intentions. A positive brand image and good perceived value are important factors in building customer satisfaction, which ultimately impacts repurchase intentions. This study aims to examine the influence of product quality, brand image, and perceived value on customer satisfaction and thus increasing repurchase intentions. The study was conducted in Jakarta with a descriptive causality design through a quantitative approach and purposive sampling technique. Data were obtained from 131 respondents who have used an iPhone. The conceptual model analysis was conducted using the Structural Equation Modeling method. The results show that product quality, brand image, and perceived value significantly increase customer satisfaction. Furthermore, customer satisfaction has been shown to encourage repurchase intentions. In addition, product quality, brand image, and perceived value each have a positive influence on repurchase intentions through the mediation of customer satisfaction. Thus, all hypotheses of this study are proven to have a positive influence. The contribution of this research is expected to provide understanding for producers in developing their business, as well as being a reference for developing marketing strategies that emphasize improving product quality, building a strong brand image, managing value perceptions, and increasing customer satisfaction in order to attract consumer interest in repeating the same product.

This study explores the role of Christian religious education teachers in shaping students’ character within the school setting. Employing a literature review method, the research analyzes secondary sources that discuss character formation theories grounded in Biblical principles and Christian education approaches. Key values examined include love, honesty, responsibility, forgiveness, and compassion, which are integrated into the learning process. The findings reveal that Christian religious education teachers hold a crucial position as educators, mentors, and role models, responsible for guiding students in internalizing these values. Character development is fostered not only through formal lessons but also through teachers’ personal example, the incorporation of Biblical teachings into classroom activities, and the encouragement of practical faith expressions in daily life. This holistic approach ensures that students not only understand Christian moral principles cognitively but also embody them in behavior and interactions with others. The study emphasizes that effective character formation relies on consistent modeling of values by teachers, meaningful integration of religious teachings into pedagogy, and opportunities for students to practice faith-based actions, thereby strengthening both moral awareness and ethical conduct.

Christian Religious Education (PAK) plays a strategic role in instilling foundational faith and moral values in children from an early age. Through the VAK learning style ( Visual, Auditory, and Kinesthetic). In the context of modern education, PAK functions not only as a medium for delivering biblical teachings but also as a framework for character formation that aligns with children’s developmental needs. This study aims to analyze the role of PAK as a means of shaping faith and moral values, as well as to describe how PAK learning practices strengthen children’s spiritual growth through modeling, habituation, and learning interactions relevant to their daily lives. This qualitative research employs a descriptive approach, with data collected through literature studies, limited observations, and reflections on field experiences. The findings indicate that contextually designed PAK learning significantly influences children’s ways of thinking, behaving, and acting. The integration of school, family, and church further reinforces the impact of PAK as a spiritual foundation and moral guide in everyday life. This study emphasizes that PAK is not merely the transmission of religious content but a process of value internalization that directs children toward a life of faith, strong character, and responsibility.

The advancement of digital technology has brought crucial impacts on the transformation of the learning process and the formation of student identity. Teachers as educators are required to have appropriate strategies to ensure that technological progress can be utilized positively in character building. This study aims to identify and evaluate teachers' pedagogical strategies implemented in shaping students' character integrity in the context of the digital era. The method used was a literature study by examining theories, journals, books, and relevant research on teacher strategies and character education applicable in the digital era context. The results indicate that effective strategies include integrating character education in digital learning, teacher role modeling in technology use, habituation of ethical behavior in cyberspace, and collaboration with parents in monitoring students' digital activities. The role playing strategy proves effective as a learning method that can help students face various digital situations wisely and responsibly. Teachers have a central role in guiding students to be able to use technology wisely and with character, not only focusing on academic achievement but also on character development that is relevant to 21st-century needs.

This study examines the relationship between household literacy, access to basic infrastructure, and the quality of primary education in Eastern Indonesia within the framework of Christian Religious Education values. Using a quantitative explanatory design, the research analyzes national socio-economic data with provinces as the unit of analysis. The model was tested using Partial Least Squares Structural Equation Modeling (PLS-SEM) to evaluate the predictive power of household access to safe water, access to electricity, and literacy level on primary education outcomes, measured by the average national exam score. The results show that access to safe water (β = 0.294, p < 0.05) and electricity (β = 0.290, p < 0.05) have significant positive effects on education quality, while literacy level (β = 0.081, p > 0.05) is not statistically significant. The model explains 34.7% of the variance in education quality (R² = 0.347). These findings indicate that improving basic infrastructure remains essential to enhancing educational outcomes in Eastern Indonesia. Integrating Christian educational values such as justice, love, and service can further strengthen community motivation and collective responsibility toward equitable education development.

The ornamental flower industry in Indonesia has shown a significant growth trend and is increasingly gaining popularity among the public. Numerous flower shops have emerged in various cities, offering a wide range of cut flowers. This sector holds promising potential for continuous development. Cut flowers of various types also possess high economic value, making them an attractive and profitable business opportunity. This study aims to examine the influence of service quality, product quality, and price perception on customer satisfaction at Shanum Florist Fresh Flower Shop in Tuban City. This study employed a quantitative research approach using a survey method by distributing online questionnaires to respondents selected through a convenience sampling technique, involving a total of 112 participants. The collected data were analyzed using Structural Equation Modeling based on Partial Least Squares (SEM-PLS) with the assistance of the SmartPLS software. The study results reveal that service quality positively and significantly influences customer satisfaction, while product quality shows a positive yet insignificant impact. Additionally, price perception demonstrates a positive and significant relationship with customer satisfaction.

This study examines job satisfaction among outsourcing employees in the Pelayanan Teknis Timur (PTT) Division of PDAM Surya Sembada Surabaya, with particular attention to the effects of workload and work environment. PDAM Surya Sembada Surabaya, a company specializing in the processing and distribution of clean water in Surabaya, frequently encounters job dissatisfaction attributed to excessive workload and suboptimal work conditions. A quantitative research design was implemented, utilizing structural equation modeling (SEM) with SmartPLS software for data analysis. Saturated sampling was applied, resulting in a sample of 57 respondents. The findings indicate that increased workload tends to reduce job satisfaction, while improvements in the work environment are associated with higher job satisfaction.

The development of digital technology has transformed marketing patterns, including in the culinary sector. The MSME Feedmee.ind utilizes digital marketing strategies and builds brand awareness to increase consumer purchasing decisions. This phenomenon is relevant to consumer behavior trends, particularly among the younger generation active on social media, making digital marketing a critical factor in business competition. This research aims to determine the influence of digital marketing and brand awareness on the purchasing decisions for the MSME Feedmee.ind at Royal Plaza Surabaya. This study employs a quantitative method with the population consisting of all Feedmee.ind consumers at Royal Plaza Surabaya, using an accidental sampling technique. The research sample comprises 92 respondents selected based on specific criteria. Data analysis was conducted using the Partial Least Squares – Structural Equation Modeling (PLS-SEM) technique with SmartPLS 4 software. The research findings indicate that digital marketing has a positive and significant influence on purchasing decisions. Similarly, brand awareness is also proven to have a positive and significant effect on purchasing decisions. These findings confirm that an interactive and consistent digital marketing strategy, supported by the strengthening of brand awareness, can effectively increase consumer interest and purchasing decisions.

Hospitals in DKI Jakarta continue to face service quality challenges, including long waiting times, fragmented information systems, and limited patient access to digital health technologies. Although digital transformation and digital literacy are expected to enhance service quality, the mediating role of patient experience remains insufficiently explored. This study investigates the effects of digital transformation and digital literacy on service quality, with patient experience as a mediating variable. A quantitative explanatory design was applied using data from 200 outpatients. Measurements were based on validated indicators of digital transformation, digital literacy, patient experience, and service quality. Structural Equation Modeling (SEM) with AMOS was employed for analysis. The findings show that digital transformation significantly improves patient experience and service quality. Digital literacy positively affects patient experience but does not directly influence service quality. Patient experience fully mediates the relationship between digital literacy and service quality and partially mediates the effect of digital transformation. These results highlight the critical role of patient experience in translating digital capabilities into perceived service improvements. Hospitals are encouraged to strengthen digital transformation initiatives, enhance digital literacy support—especially for older adults—and design user-friendly digital services that facilitate communication and access. This study integrates the Technology Acceptance Model and Customer Experience Theory to provide empirical evidence on how digital-based interventions can advance hospital service quality.

PT Care Spunbond faces significant challenges in managing production status reports due to its reliance on a manual, paper-based recording system. This results in non-real-time data input, slow data processing, and a high risk of data loss or corruption. To address these issues, this study aims to design a user-friendly, web-based dashboard for monitoring and reporting production status. This system is designed to enable fast data input, provide easy access for the Quality department, and provide secure and integrated data storage. The research method used is a descriptive approach with data collection techniques through observation, interviews, and literature studies. After that, a system analysis was conducted using the PIECES framework to identify existing problems, followed by the design of a UML (Unified Modeling Language)-based system. The results show that the proposed system can improve data processing efficiency, improve report accuracy, and ensure better production data security. With the implementation of this system, the company is expected to accelerate data-driven decision-making, increase transparency, and support efforts to continuously improve product quality.

This study addresses the inefficiencies in the manual student payment administration system currently used at SMK Bina Insan Nusantara, which relies on handwritten ledgers and Microsoft Excel spreadsheets, leading to frequent data errors, delayed reporting, and difficulties in retrieving payment records. The research aims to design a web-based information system to streamline the recording, monitoring, and reporting of student payments. A descriptive research approach was employed, with data collected through direct observation, semi-structured interviews with administrative staff, and literature review. System analysis was conducted using the PIECES framework, and system design followed the Unified Modeling Language (UML) methodology. The proposed system features user authentication, student data management, real-time payment input, digital receipt generation, and automated reporting (daily, monthly, and yearly). Black-box testing confirmed that the system functions as intended, validating inputs, processing transactions accurately, and generating reliable outputs. Findings indicate that the web-based system significantly improves data accuracy, operational efficiency, accessibility, and service quality compared to the existing manual process. The implementation of this system enables school administrators to manage payments more effectively, provides students and parents with timely access to payment information, and supports faster, data-driven decision-making by school leadership and the foundation. Future enhancements could include mobile integration and online payment gateways.

Introduction: Experiential marketing has become a growing trend in promotional activities by emphasizing personalization and active customer involvement. Preliminary observations indicate a decline in outpatient visits among patients with general insurance and non-JKN coverage in 2023, which may be influenced by a decrease in their intention to use outpatient services. This condition highlights the need for hospitals to implement experiential marketing strategies to enhance patient interest and experience. Objective: This study aims to empirically examine the influence of patient experience and service perception on the intention to use outpatient services, with Strategic Experiential Modules (SEMs) as an intervening variable. Methods: This quantitative research employs a causal design involving outpatient service users as the population. A non-probability sampling technique was used, yielding 249 respondents. Data were collected using a questionnaire and analyzed using Structural Equation Modeling (SEM) with AMOS software. Results: The findings reveal that patient experience and service perception simultaneously have a significant positive influence on the intention to use outpatient services through SEMs. Service perception directly shows a significant positive effect on both SEMs and intention to use outpatient services, while SEMs also significantly enhance usage intention. Service perception emerges as the dominant variable in increasing SEMs and usage intention, whereas patient experience has the weakest effect. Conclusion: Patient experience and service perception collectively influence the intention to use outpatient services with SEMs as an intervening variable. Strengthening Customer Relationship Management is essential by improving human resources and optimizing service asset.

This study explores the intellectual and thematic evolution of green sukuk research within Islamic sustainable finance from 2015 to 2025. Using a hybrid methodological design that integrates the PRISMA-guided Systematic Literature Review with Watase Uake network analysis, the study identifies 17 core Scopus-indexed articles that collectively define the field’s conceptual and empirical development. Results reveal a three-phase evolution: (1) a formative stage emphasizing ethical legitimacy and Sharia compliance; (2) a transitional phase integrating pricing efficiency, market risk, and policy frameworks; and (3) a maturity phase characterized by econometric modeling, behavioral-finance integration, and sustainability governance. Thematic clusters extracted from bibliometric mapping include financial performance and market dynamics, institutional legitimacy and policy frameworks, behavioral intention and investor psychology, and technological innovation and ESG disclosure. Despite methodological advancement, the literature remains geographically concentrated in Malaysia and Indonesia and exhibits theoretical fragmentation across behavioral, financial, and institutional models. Findings highlight key research gaps involving contradictory evidence on yield–risk relationships, inconsistent behavioral determinants of investment intention, and insufficient integration of moderating or mediating mechanisms. The study advances theoretical pluralism by connecting the Theory of Planned Behavior (TPB), Institutional and Legitimacy Theory, and Resource-Based View (RBV) into an integrated model explaining how legitimacy, behavior, and strategic capability jointly drive green sukuk adoption. Policy implications emphasize the need for harmonized regulation, behavioral incentives, and digital transparency to strengthen credibility and accelerate sustainable-finance transformation in line with SDGs 7 and 13.

Modern healthcare services are undergoing transformation toward a more humanistic and patient-centered approach, emphasizing hospitality based services in hospitals. However, many healthcare institutions, particularly in outpatient settings, have not fully adopted this concept. Patients often experience psychological distress, and when coupled with an unsupportive physical environment, their comfort and overall experience may be diminished. These conditions can negatively affect perceptions of service quality, patient satisfaction, and loyalty toward hospital services. This study aimed to analyze the influence of patients’ psychological conditions and the physical environment on hospitality-based services, with patient experience as an intervening variable, at the internal medicine outpatient clinic of BM Hospital. A quantitative research design using a cross-sectional approach was employed. The study involved 200 respondents selected through purposive sampling. Data were collected using structured questionnaires with Likert-scale items and analyzed with Structural Equation Modeling Partial Least Squares (SEM-PLS). The results showed that patients’ psychological conditions, the physical environment, and patient experience simultaneously and significantly influenced hospitality-based services. Hypothesis testing confirmed that both psychological conditions and the physical environment had a direct and significant impact on hospitality-based services. Furthermore, patient experience played a mediating role, strengthening the relationship between these factors and perceived service quality. The findings highlight the need for hospitals to integrate psychological support and a conducive physical environment into outpatient care delivery. Enhancing these dimensions can improve patient experience, foster greater satisfaction and comfort, and build stronger loyalty toward hospital services

Tourism in culturally hybrid destinations requires the integration of authentic experiences, technology adoption, and religious values to foster sustainable competitiveness. This study investigates how tourist experience quality and technology-enhanced tourism activities influence revisit intention through the mediating role of perceived halal value in Samosir, North Sumatera. A quantitative survey was conducted with 300 Muslim visitors, and data were analyzed using partial least squares structural equation Modeling (PLS-SEM). The results revealed that both tourist experience quality and technology-enhanced tourism activities significantly improved perceived halal value, which, in turn, strongly predicted revisit intention. Technology-enhanced activities exerted the strongest direct and indirect influences, confirming their role as a dominant driver of halal value creation. Mediation tests showed that perceived halal value significantly strengthened the pathways from both antecedents to revisit intentions. The model explained 67.8% of the variance in perceived halal value and 63.1% of the variance in revisit intention, indicating its substantial explanatory power. This study was limited by its focus on a single destination and its cross-sectional design, which may constrain generalizability and causal inference. Despite these limitations, the findings contribute to halal tourism literature by demonstrating the critical role of technology in reinforcing value perception and loyalty in emerging Muslim-friendly destinations. Practically, this study highlights the need for destination managers to integrate authentic cultural experiences with smart halal-compliant technologies to enhance tourist trust, satisfaction, and long-term commitment.Practically, the study provides actionable insights for destination managers and policymakers to integrate smart, halal-compliant technologies with authentic cultural experiences, thereby strengthening tourist trust, satisfaction, and sustainable competitiveness in halal tourism markets.

This study discusses the importance of parental social support in career planning for deaf children, who have communication limitations and need special assistance in developing their potential. This study was conducted because parents often experience anxiety about the future of their deaf-speech disabled children, especially in determining appropriate career paths. This study aims to describe forms of parental social support in the process of children's career planning. This study used a descriptive qualitative method with purposive sampling and semi-structured interviews with four parents of deaf students at SLB Asuhan Kasih Kupang. The results of the thematic analysis show that emotional, informative, and modeling support are the main forms of support provided by parents. Other supporting factors include the school environment, the exploration of children's interests, and parental expectations. These findings emphasize the importance of active parental involvement in optimally preparing children with hearing disabilities for their careers.

\ This study aims to analyze the influence of bureaucratic leadership style on employee performance with teamwork as an intervening variable at the Forestry Service of Jambi Province. Human resources are the main determinant of organizational success, particularly in public bureaucracies that demand effectiveness, discipline, and strong responsibility. Bureaucratic leadership, which emphasizes formal structure, rule compliance, and systematic work procedures, is believed to enhance efficiency but may also limit employee creativity and flexibility. In this context, teamwork becomes a crucial factor that strengthens the relationship between leadership and performance through enhanced collaboration, communication, and synergy among employees. This research employs a quantitative approach with an explanatory design. The population consists of 56 employees of the Forestry Service of Jambi Province selected using saturated sampling. Data were collected using a Likert-scale questionnaire and analyzed through Structural Equation Modeling-Partial Least Square (SEM-PLS). The findings indicate that bureaucratic leadership style has a positive and significant effect on both employee performance and teamwork. Furthermore, teamwork also has a positive and significant effect on performance and mediates the relationship between bureaucratic leadership and performance. The R-square results show that most of the variation in performance can be explained by bureaucratic leadership and teamwork. These findings highlight that the effectiveness of bureaucratic leadership is optimized when supported by strong teamwork. This study provides practical implications for public institutions to develop adaptive leadership strategies and foster a collaborative work culture to enhance employee productivity and organizational performance.

In the modern retail era, halal personal care products are increasingly in demand among Muslim consumers, particularly young generations. This study aims to analyze the influence of religious awareness, content quality, and brand awareness on consumer loyalty, with purchasing behavior as a mediating variable. The research employed a quantitative approach using survey data collected from 150 Muslim consumers aged 18–35 who had purchased halal personal care products at Tip Top Supermarket Rawamangun, Jakarta. Data analysis was conducted with Structural Equation Modeling (SEM) using the Partial Least Square (PLS) method via SmartPLS 4.0. The results show that religious awareness, content quality, and brand awareness significantly affect purchasing behavior and consumer loyalty. Furthermore, purchasing behavior mediates the relationship between these three independent variables and loyalty. These findings highlight that loyalty among young Muslim consumers is not formed instantly, but through the integration of religiosity, credible and engaging content, and strong brand awareness, which together drive consistent purchasing behaviort.