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This study aims to examine the factors influencing employee engagement in AI-driven organizations, particularly from the perspective of Artificial Intelligence (AI) leadership. This literature review focuses on the relationship between AI leadership, AI utilization, and employee engagement in contemporary organizational settings. The review was based on recent empirical studies selected according to their relevance to artificial intelligence, leadership, employee engagement, work engagement, and knowledge sharing. The analysis indicates that AI does not inherently improve employee engagement merely through its availability in the workplace. Employee engagement is likely to improve with AI-savvy leadership that is supported by meaningful AI utilization, an innovative organizational culture, effective change leadership, work engagement, and enhanced team performance. AI implementation can promote employee knowledge sharing through learning opportunities, especially when supported by paradoxical leadership and positive employee attitudes toward technology. Therefore, this review highlights the importance of human-centered leadership in enabling employees to experience AI as a source of learning, collaboration, empowerment, and meaningful contribution.

This article examines the leadership of Bu Nyai at Al-Azhar Azzayadiyah Islamic Boarding School as a representation of gender equality within traditional Islamic educational institutions. This study employs a descriptive qualitative approach using in-depth interviews, participatory observation, and documentation studies as data collection techniques. The research focuses on how Bu Nyai exercises leadership authority within a pesantren environment that has long been influenced by patriarchal values.\n\nThe findings reveal that Bu Nyai’s leadership is not only cultural and spiritual in nature, but also reflects the transformation of women’s roles within Islamic boarding schools. In carrying out her leadership, Bu Nyai applies charismatic, transformational, and value-based leadership styles grounded in Islamic teachings on justice and equality. This leadership is reflected in her ability to guide students, manage educational activities, build harmonious social relationships, and motivate members of the pesantren community.\n\nFurthermore, the presence of Bu Nyai as a leader demonstrates that women possess equal capabilities in developing Islamic educational institutions. The findings of this study provide important contributions to the development of gender studies in Islamic education in Indonesia, particularly regarding the strategic role of women in pesantren leadership.

Surau is the oldest traditional Islamic educational institution in Minangkabau and played an important role in the development of Islamic education in Indonesia before the twentieth century. This study is motivated by the modern shift in understanding the function of surau, which is often viewed merely as a place of worship, whereas historically it possessed broader educational, social, and cultural functions. The research aims to analyze the origins and transformation of surau, identify the roles of influential figures in its development, and examine its social functions within Minangkabau society. This study employs a qualitative approach using the historical research method through library research based on various primary and secondary sources. Data analysis was conducted through the stages of heuristics, source criticism, interpretation, and historiography to produce a systematic and factual historical account. The findings reveal that surau transformed from a Hindu-Buddhist ritual center into an Islamic educational institution that functioned as a center for religious instruction, character building, intellectual development, and social integration. Figures such as Syekh Burhanuddin Ulakan, Tuanku Nan Tuo, and Syekh Muhammad Djamil Djambek made significant contributions to the reform and development of the surau educational system. In addition, surau also served as a center for community deliberation, a residence for young men, and a space for moral and cultural development. The study implies that surau became an important foundation in shaping the Islamic educational system in the Nusantara by harmoniously integrating religious values, local culture, and social life.

Abstrack This study aimed to: (1) identify the description of social media marketing, price, and customer satisfaction; (2) analyze the influence of social media marketing and price on customer satisfaction both partially and simultaneously. The research method used was quantitative with an associative approach. Data were obtained through the distribution of questionnaires to customers and were analyzed using multiple linear regression with the assistance of SPSS 26. The population of this study was customers of Junior Audio Sound System, with a total of 72 respondents obtained through purposive sampling technique. The results of the study indicated that partially the social media marketing variable (X1) had a significant effect on customer satisfaction (Y). The price variable (X2) also had a significant effect on customer satisfaction (Y). Simultaneously, the social media marketing and price variables had a significant effect on customer satisfaction with Fcount > Ftable and a significance value of 0.000 < 0.05. The magnitude of the contribution of the social media marketing and price variables to customer satisfaction was 26.4%, while the remaining 73.6% was influenced by other factors outside the research variables.   Keywords: Social Media Marketing, Price, Customer Satisfaction

This study aims to analyze the history of Islamic education management in Indonesia during the Dutch colonial period, identify colonial policies that restricted Islamic education development, and describe the adaptive and resistant responses of Muslim scholars and educational institutions. The study also aims to explain the roles of pesantren and madrasah as institutions that not only survived but underwent significant transformation due to colonial pressures, and to reveal the historical contribution of colonial-era Islamic education management as a foundation for post-independence Islamic education. Using a qualitative literature review method with sources primarily published between 2021 and 2026, this study finds that colonial pressures through the Teacher Ordinance and Wild Schools Ordinance paradoxically spurred innovations in the form of modern madrasahs integrating religious and general knowledge. Organizations such as Muhammadiyah and Nahdlatul Ulama strengthened this educational transformation, making Islamic education not merely a vehicle for religious learning but an instrument of cultural resistance, national consciousness-building, and evidence of Muslim resilience in facing historical challenges.

This study examines the contribution of Anselmus dari Canterbury in addressing the tendency of anti-intellectualism in certain theological practices that separate faith from reason. The background of this research lies in the growing assumption that faith does not require philosophical reflection, which often leads to subjective and uncritical interpretations of sacred texts. The objective of this study is to analyze Anselm’s concept of fides quaerens intellectum as a framework for integrating faith and reason. This research employs a qualitative method with a philosophical and hermeneutical approach, focusing on textual analysis of Anselm’s works and relevant scholarly literature. The findings show that Anselm does not oppose faith and reason but emphasizes that faith naturally seeks understanding. This integration prevents arbitrary interpretations and strengthens the rational foundation of belief. The study implies that Anselm’s thought remains relevant for contemporary theological discourse, especially in promoting a balanced and critical understanding of faith in modern religious contexts.

Background: Digital transformation in arts education has introduced new paradigms in pedagogical tools, yet the specific role of artificial intelligence in fostering creativity within dance education remains under-explored. Objective: This study aims to analyze the contribution of AI Motion technology to enhancing the creative thinking skills of junior high school students in dance learning. Method: A systematic literature review was conducted following the PRISMA 2020 guidelines. A total of 30 peer-reviewed articles published between 2023 and 2025 were selected from databases including Scopus, ScienceDirect, ERIC, Google Scholar, and Garuda. Data were analyzed using the qualitative descriptive framework of Miles and Huberman. Results: The findings demonstrate that AI Motion technology significantly improves movement accuracy by up to 41% and fosters four key dimensions of creativity: fluency, flexibility, originality, and elaboration. The technology provides real-time feedback and visualization, enabling students to transition from passive imitation to autonomous movement exploration. Conclusion: The integration of AI Motion is strategically aligned with the Indonesian Merdeka Curriculum, which emphasizes differentiated learning and 21st-century skills. However, successful implementation is contingent upon overcoming challenges related to teacher digital competency and infrastructure accessibility. This study provides a conceptual framework for modernizing arts pedagogy through AI-assisted creative exploration.

This study examines the integration of Al-Farabi’s and Ibn Khaldun’s values into the reconceptualization of Civic Education (PKn) in Indonesia. Civic Education has often been criticized for its normative orientation, which lacks relevance to the multicultural realities and democratic challenges of contemporary society. The objective of this research is to construct a conceptual framework that combines Al-Farabi’s emphasis on rationality, morality, and human perfection with Ibn Khaldun’s focus on social solidarity (asabiyyah) and adaptability to societal change. Using a qualitative descriptive approach with a library research design, this study analyzes classical and contemporary literature to identify the relevance of these contributions to PKn. The findings reveal that integrating Al-Farabi’s moral dimension and Ibn Khaldun’s social dimension enriches the ethical, spiritual, and civic aspects of PKn, while aligning with the foundational values of Pancasila. This integration offers a transformative model of PKn that not only develops cognitive competence but also nurtures moral integrity, social justice, and civic engagement. The implication is that PKn can serve as a holistic instrument for shaping citizens who are intellectually critical, ethically responsible, and socially cohesive. Nevertheless, the limitation of this study lies in its conceptual nature, as empirical testing has not yet been conducted, suggesting the need for further applied research to validate the proposed model.

Recent Internet of Things (IoT) intrusion detection studies have reported near-perfect benchmark performance for Distributed Denial of Service (DDoS) detection, yet limited attention has been given to understanding how different traffic representations contribute to the detection process under highly imbalanced traffic conditions. This study presents an ablation-driven analysis to investigate the contribution of statistical and temporal representations for large-scale IoT DDoS detection using the CICIoT2023 dataset. Three experimental scenarios are evaluated, including statistical representation, temporal sequence representation, and hybrid statistical–temporal representation. Temporal representations are learned using a one-dimensional Convolutional Neural Network (1D-CNN) with lag-based traffic sequences, while ensemble tree-based classifiers are employed for final classification and representation analysis. In addition, multiple ablation configurations are designed to evaluate the impact of temporal dependency modeling and feature engineering strategies on detection performance. Experimental results show that statistical traffic representations remain highly effective for DDoS detection on CICIoT2023, achieving 99.36% accuracy and 99.31% weighted F1-score in the statistical representation scenario. Feature importance analysis further indicates that engineered statistical features contribute substantially more to the classification process than CNN-based temporal representations. Although temporal modeling captures sequential traffic behavior, its contribution is relatively limited and mainly acts as a complementary representation. Furthermore, the hybrid configuration produces only marginal improvements over the statistical representation alone. These findings highlight the importance of representation-level analysis for understanding the actual contribution of statistical and temporal modeling in modern IoT intrusion detection systems beyond relying solely on benchmark accuracy.

Stunting remains a persistent nutritional challenge that threatens human capital development in Indonesia. This study examines the effects of exclusive breastfeeding, female education, sanitation, access to safe drinking water, inadequate food consumption, and poverty on stunting prevalence across 34 provinces in Indonesia during 2017–2024. The study employs a random-effects Panel EGLS estimator with Panel Corrected Standard Errors (PCSE) to address heteroskedasticity and cross-sectional dependence in provincial panel data. The findings reveal that exclusive breastfeeding, female education, and adequate sanitation significantly reduce stunting prevalence, while poverty significantly increases it. Interestingly, inadequate food consumption is negatively associated with stunting prevalence, potentially reflecting the contribution of government nutritional assistance and social protection programs. In contrast, access to safe drinking water does not show a statistically significant effect. Among the explanatory variables, female education is strongly associated with reductions in stunting. These findings highlight the importance of strengthening women’s education, improving sanitation quality, and expanding poverty-alleviation and nutrition-sensitive interventions to accelerate reductions in stunting and support the achievement of Sustainable Development Goal 2 in Indonesia.

Job analysis is a key component of human resource management that plays a role in determining the tasks, responsibilities, and competencies required for a particular job. In various organizations, job analysis serves as the foundation for HR planning, recruitment, selection, employee placement, and performance evaluation. However, research on job analysis remains scattered across various studies focused on specific organizational contexts, necessitating a literature synthesis to gain a more comprehensive understanding of research developments in this field. Therefore, this study aims to analyze the development of research on job analysis and identify its role and contributions to human resource management. This study employed a literature review method by searching for scientific articles in the Google Scholar database using the Publish or Perish (PoP) application with the keyword “job analysis.” The initial search yielded 30 scientific articles, which were then screened based on topic relevance, open access, and publication years ranging from 2020-2026, resulting in 16 articles selected for further analysis. The findings indicate that the literature on job analysis can be grouped into three main themes: the role of job analysis in human resource management, its contribution to improving employee performance and productivity, and its implementation in employee placement and organizational governance. Overall, job analysis has proven to be a strategic tool for enhancing the effectiveness of human resource management. Further research is recommended to examine the implementation of job analysis in greater depth across various organizational contexts to enrich the development of human resource management theory and practice.

Learning the History of Islamic Culture plays an important role within Malaysia’s education system. Its purpose is to help students develop a strong identity and love for their nation. In this subject, students are not merely taught facts or knowledge about past events; they are also taught moral values, ethics, and a wholesome Islamic worldview. Integrating this subject into the education curriculum aims to provide children with a comprehensive understanding of the development of Islam, both across the Nusantara region and throughout Southeast Asia as a whole. This way, students gain a broad perspective. Furthermore, this subject is designed to foster a love for knowledge in children and to encourage them to uphold Islamic teachings throughout their lives. Its teaching methods are adapted to the changing times, ensuring that the material taught remains relevant to current needs. Through learning the History of Islamic Culture, it is hoped that children will understand the role and contributions of Muslim communities in Southeast Asia, and grow up to be individuals of good character, useful to society, and able to live in harmony with others in accordance with Islamic teachings.

Micro, Small, and Medium Enterprises (MSMEs) play an important role in national economic growth, particularly in creating employment opportunities and improving community welfare. However, many MSME actors still face challenges in financial management due to limited financial literacy and inadequate understanding of simple accounting practices. Tenank Cafe Medan is one of the culinary businesses with strong development potential, yet it continues to experience difficulties in transaction recording, cash flow management, and preparing simple financial reports, which may affect business sustainability and operational effectiveness. This Community Partnership Independent Service Program (PMKM) aims to improve the financial literacy of business partners in supporting sustainable business development. The implementation methods included observation, socialization, training, direct practice, and mentoring activities focused on business financial management and transaction recording. The results of the program indicate an increase in the partner’s understanding of financial management, transaction recording, and the preparation of simple profit and loss reports. In addition, the partner has started to separate business finances from personal finances. Therefore, this activity provides a positive contribution toward strengthening business management practices and supporting the sustainability and long-term development of Tenank Cafe Medan.

Micro, Small, and Medium Enterprises (MSMEs) play an important role in national economic growth, particularly in creating employment opportunities and improving community welfare. However, many MSME actors still face challenges in financial management due to limited financial literacy and inadequate understanding of simple accounting practices. Tenank Cafe Medan is one of the culinary businesses with strong development potential, yet it continues to experience difficulties in transaction recording, cash flow management, and preparing simple financial reports, which may affect business sustainability and operational effectiveness. This Community Partnership Independent Service Program (PMKM) aims to improve the financial literacy of business partners in supporting sustainable business development. The implementation methods included observation, socialization, training, direct practice, and mentoring activities focused on business financial management and transaction recording. The results of the program indicate an increase in the partner’s understanding of financial management, transaction recording, and the preparation of simple profit and loss reports. In addition, the partner has started to separate business finances from personal finances. Therefore, this activity provides a positive contribution toward strengthening business management practices and supporting the sustainability and long-term development of Tenank Cafe Medan.

This study aims to analyze the role of organizational communication in improving organizational performance using a systematic literature review approach with a descriptive qualitative method. The data were obtained from various relevant scientific literature sources, including national journals and academic articles discussing organizational communication and performance. The results indicate that organizational communication plays a significant role in enhancing performance through effective vertical and horizontal communication patterns, clarity of information flow, and improved work coordination. In addition, organizational communication contributes to building harmonious working relationships, increasing motivation, and strengthening organizational commitment. Leadership plays a crucial role in managing communication effectiveness within the organization. However, communication effectiveness is also influenced by supporting and inhibiting factors, such as work environment, communication skills, and differences in individual perceptions. Therefore, organizations need to manage communication strategically to achieve optimal performance. This study provides theoretical contributions to the development of organizational communication studies and practical implications for organizations in improving communication effectiveness.

This study conducts a systematic review of literature concerning the role of Management Information Systems (MIS) in managing Umrah pilgrim data across Indonesia. Employing a Systematic Literature Review (SLR) guided by the PRISMA protocol, the study examined and synthesized 24 peer-reviewed articles published between 2019 and 2026, drawn from Google Scholar, SINTA, and nationally accredited journal portals. Findings indicate that MIS adoption has yielded notable improvements in operational efficiency, data reliability, service transparency, and the overall quality of managerial decision-making within Umrah travel organizations. Web-based MIS remains the predominant technological approach, offering integrated modules for pilgrim registration, document handling, financial tracking, and departure scheduling. At the national level, government-initiated platforms such as SISKOHAT and SISKOPATUH have demonstrated tangible contributions to the administration of Hajj and Umrah services. Nevertheless, persistent obstacles continue to hinder full-scale adoption, including inadequate digital infrastructure in certain regions, inconsistent internet connectivity, and gaps in human resource competencies for operating digital systems. The study argues that embracing MIS is no longer optional for Umrah travel operators; rather, it constitutes a strategic necessity. Future research is encouraged to investigate long-term implementation outcomes, cross-system comparisons, and data security considerations within the broader digital landscape of pilgrimage service management.

The garment industry in Indonesia has experienced rapid growth in line with the increasing demand for fashion products, particularly in Bandung Regency, which is one of the main garment centers. CV Kiral, as a garment company, faces intense competition, especially in terms of promotion and product quality, which are crucial factors in attracting consumers. This study aims to examine the influence of promotion and product quality on consumer purchasing decisions at CV Kiral, both partially and simultaneously. The research method employed is quantitative with a descriptive and verificative approach. The sample consisted of 100 respondents, who were CV Kiral consumers, determined using Cochran’s formula and selected through simple random sampling. Data were collected using a Likert-scale questionnaire and analyzed through multiple linear regression, t-test, F-test, and coefficient of determination with the assistance of SPSS software. The results indicate that promotion has a positive and significant effect on purchasing decisions, as does product quality, which also demonstrates a positive and significant influence. Simultaneously, promotion and product quality make a strong contribution to improving consumer purchasing decisions. Thus, the success of CV Kiral in facing competition is highly determined by the effectiveness of creative digital promotions and the consistency of product quality that meets consumer expectations.

This study aims to analyze the level of fiscal independence and dependence on central government transfers in the Ambon City Government during the 2019–2024 period. The research employs a descriptive quantitative approach using secondary data from the Budget Realization Reports (LRA). The analysis is conducted through the calculation of fiscal independence ratios, transfer dependency ratios, as well as trend and annual growth analysis. The results indicate that the level of fiscal independence in Ambon City remains low and fluctuates, with a relatively small contribution of Local Own-Source Revenue (PAD) to total revenue. In contrast, the level of dependence on central government transfers is high and relatively stable, indicating the dominance of transfer funds in the regional revenue structure. These findings suggest that the region’s fiscal capacity is still weak and fiscal independence has not been optimally achieved. Therefore, strategic efforts are needed to enhance local revenue and to allocate transfer funds toward productive expenditures in order to strengthen the regional fiscal structure.

Radio Gagak Rimang is a Local Public Broadcasting Institution (LPPL) owned by the Blora Regency Government that serves the function of disseminating public information, preserving local culture, and providing entertainment for the community. Objectively and systematically measuring listener satisfaction is a fundamental necessity to maintain sustainability and improve broadcast quality. This study applies the Decision Tree algorithm with the Gini Index criterion to classify listener satisfaction levels based on three main attributes: signal quality, content quality, and presenter quality. Data were collected through a survey of 200 respondents in Blora Regency using a Likert scale questionnaire (1-5). The satisfaction target variable was classified into three classes: Fairly Satisfied, Satisfied, and Very Satisfied. The data were divided with an 80:20 ratio for model training and testing. The evaluation results show that the Decision Tree model achieved an accuracy of 90.00% on the test data and an average accuracy of 88.00% on 10-fold cross validation. The presenter quality attribute had the highest contribution to the classification process at 47.13%, followed by signal quality at 32.60%, and content quality at 17.97%. These findings demonstrate that the Decision Tree algorithm is effective as a decision-support tool for evaluating local radio listener satisfaction.

Management psychology is an approach that plays a crucial role in understanding individual and group behavior within organizations, particularly in the ever-evolving educational and work environments. The application of psychological principles to management practice is believed to improve performance, leadership effectiveness, and create a more conducive work and learning environment. This study aims to examine the development of trends, approaches, and key findings in the study of management psychology through a literature review. Furthermore, this study also seeks to answer two research questions: (1) how have management psychology research trends developed over the past five years, and (2) what are the key findings in the educational and organizational contexts. The method used is a qualitative approach by searching various literature sources through the Google Scholar and Publish or Perish (PoP) databases, using the keyword "management psychology." Of the 20 articles found between 2021 and 2026, five were selected as the most relevant for further analysis. The study results indicate three dominant themes: the role of management psychology in education, the influence of motivation and leadership on performance, and its contribution to the organizational adaptation process. The conclusions of this study confirm that integrating psychological aspects into management plays a crucial role in increasing organizational effectiveness. Therefore, further research is recommended to empirically examine the relationship between psychological variables and a broader scope.