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The development of Artificial Intelligence (AI) has transformed how business organizations manage operations, process information, and make strategic decisions, thereby creating a need for leadership patterns that are more adaptive, visionary, and responsive to digital transformation. This study aims to explain the concept of AI Leadership in the business context, identify why modern leadership must adapt to the advancement of AI, and analyze the leadership strategies that are relevant for navigating the era of AI-driven business. The study employs a Systematic Literature Review (SLR) approach with a narrative-thematic synthesis of relevant open-access scholarly literature on AI Leadership, digital leadership, human–AI collaboration, business transformation, and AI ethics. The findings show that AI Leadership represents a modern form of leadership that emphasizes not only technological understanding but also the ability of leaders to direct organizational change, foster data-driven decision making, manage collaboration between humans and technology, and implement responsible AI governance. The study also finds that the main strategies required by leaders in the AI era include strengthening digital literacy, developing adaptive managerial capabilities, enhancing human–AI collaboration, and integrating ethical principles into technology implementation. This article contributes conceptually by reinforcing AI Leadership as a leadership framework that is highly relevant to modern organizations and offers practical implications for the development of business leadership in the era of digital transformation.

Dependence on social media among students has become a phenomenon that negatively impacts their critical thinking abilities, including difficulties in analyzing information, evaluating sources, and drawing logical conclusions. This study aims to examine contextual learning strategies as an effort to overcome the decline in critical thinking skills caused by social media dependence. The method used is a library research approach by reviewing various scientific sources such as books, journals, and previous studies relevant to contextual learning and critical thinking. The results of the study indicate that contextual learning can improve students’ critical thinking skills by linking learning materials to real-life situations, using authentic problems, and encouraging active student involvement in the learning process. This strategy promotes students to become more reflective, analytical, and independent in responding to information, including content obtained from social media. In addition, contextual learning helps students develop the ability to filter information and build deeper understanding. The implication of this study suggests that the consistent implementation of contextual learning strategies can serve as an effective solution to enhance students’ critical thinking skills and reduce the negative effects of social media dependence in the learning process.  

This study aims to analyze various research results related to the application of context-based mathematics learning in improving students' mathematical literacy. Mathematical literacy is an important skill that enables students to understand, use, and apply mathematical concepts and reasoning in solving various problems related to real life. This study uses a qualitative approach with a literature review method. Research data was obtained through a review of various scientific articles relevant to the research topic. The analysis process was carried out in several stages, namely identification of literature sources, selection of articles based on topic suitability, and synthesis of published research findings. The results of the study show that integrating everyday contexts into mathematics learning can improve students' conceptual understanding, mathematical reasoning abilities, and problem-solving skills. Learning that links mathematical material to real-life situations can also help students understand concepts more meaningfully and encourage active engagement in the learning process. The findings of this study provide an overview that the application of mathematics learning based on everyday life contexts can be an effective strategy in improving students' mathematical literacy. Therefore, teachers need to design learning that links mathematical concepts to real-life situations so that students' mathematical literacy skills can develop optimally.

Management psychology plays a crucial role in enhancing the effectiveness of educational organizational management, particularly in understanding individual behavior, work motivation, leadership, and communication within the educational environment. The dynamic development of educational institutions requires a managerial approach that focuses not only on administrative aspects but also on the psychological aspects of the human resources involved. Therefore, the study of management psychology in education is essential to understand how this approach can support improvements in educational quality. This study aims to review and synthesize various studies on the application of management psychology in educational contexts and identify emerging research trends. The research questions posed are: (1) What are the trends and focuses of research on management psychology in education? and (2) What is the role of management psychology in improving the effectiveness of educational institution management? This study is expected to provide insights into how management psychology can be applied to enhance managerial performance and quality in education.

This study aims to determine the requirements for applying the Doctrine of Judicial Activism in judicial decision-making and the errors contained in ConstitutionaL Court Decision Number 90/PUU-XXI of 2023.The research method used in this paper is a doctrinal approach. This research was conducted by reviewing literature such as previous research, journal references, laws and regulations, court decisions, reference books and research journals, and various oth er supporting sources. The results of this study answer two research questions. The research findings demonstrate how the doctrine of Judicial Activism operates effectively, in accordance with established requirements, and that the Constitutional Court must adhere to these requi rements and not rely solely on its own authority in making decisions. However, this research demonstrates that Constitutional Court Decision Number 90/PUU-XXI of 2023 erroneously applies the doctrine of Judicial Activism to the authority held by judges. This research also contributes to a deeper understanding of the limitations of the Constitutional Court's authority in material review, as well as the implications of applying this doctrine to the judicial process in Indonesia. Therefore, the results of this research are expected to serve as a reference for further legal studies on constitutional review in Indonesia.

This study aims to analyze intersubjectivity, love, and hope in the anime The Fragrant Flower Blooms With Dignity through the perspective of the existentialist philosophy of Gabriel Marcel. The research employs a qualitative method using a literature review and content analysis approach. Data were collected from relevant philosophical texts on Marcel’s thought and from the analysis of scenes, dialogues, and character development in the anime. The findings reveal that the relationship between Kouruko Waguri and Rintaro Tsumugi reflects the concept of intersubjectivity as an authentic encounter between “I” and “Thou,” where both individuals recognize each other as subjects. The concepts of being and presence are manifested through genuine presence and relational openness, while having functions as a supporting element that does not lead to possessiveness. Furthermore, fidelity, love, and hope emerge as central dimensions in the fulfillment of the characters’ existence, as these aspects enable their relationship to develop in a meaningful and profound way. This study demonstrates that popular cultural works such as anime can serve as relevant media for philosophical reflection in understanding human existence as inherently relational.

This qualitative literature review examines the impact pathways of University Innovation and Entrepreneurial Ecosystems (UIEEs) on regional development. Synthesizing findings from recent empirical and conceptual studies, the review identifies key mechanisms such as academic entrepreneurship, university–industry collaboration, policy integration, and human capital formation. The analysis highlights the evolving role of universities as ecosystem orchestrators that drive not only innovation and economic growth but also social inclusion and sustainability. While contextual differences shape outcomes, best practices emphasize multilevel governance, stakeholder engagement, and place-based strategies. The study contributes to a deeper understanding of UIEEs as complex, adaptive systems and calls for more longitudinal and regionally diverse research to support future policymaking and institutional design

This study aims to analyze the values ​​of Civic Education (PKn) in learning at Madrasah Ibtidaiyah (Islamic elementary schools) through a literature study approach. This study uses a qualitative method with a library research type, utilizing various written sources such as scientific journals, reference books, and academic articles as primary data. Data collection techniques are carried out through documentation studies by reviewing various relevant literature, while data analysis techniques use content analysis to identify, categorize, and interpret the values ​​contained in Civic Education learning. The results of the study indicate that Civic Education learning plays a strategic role in instilling character values ​​in students, such as responsibility, tolerance, cooperation, and love of the homeland. These values ​​are not only conveyed theoretically, but also internalized through a contextual and values-based learning process. This approach has proven effective in increasing students' understanding and awareness of the importance of civic values ​​in everyday life. However, the implementation of Civic Education learning still faces several obstacles, such as a lack of variety in learning methods and limited supporting resources. Therefore, more interactive and creative learning strategy innovations are needed to improve the quality of Civics learning in Madrasah Ibtidaiyah.

This study aims to examine and review the impact of language learning through text-based methods on the cognitive abilities of elementary school students. The research approach used is a qualitative study with the main instrument being the researcher, and supporting instruments including observation, interviews, and documentation of student learning outcomes at the elementary school level. Research data was obtained from various library sources, such as books, scientific articles, national and international journals, and other relevant scientific works related to text-based learning and student cognitive development. The results of the study indicate that the implementation of Indonesian language learning with text-based methods has a diverse impact on students. Differences in learning outcomes are not only influenced by the strategies and learning processes implemented by teachers, but are also closely related to students' cognitive abilities in understanding, interpreting, and processing information from Indonesian texts. Thus, text-based methods need to be adapted to the characteristics and levels of students' cognitive abilities so that learning objectives can be optimally achieved.

The implementation of local democracy in Indonesia faces challenges when the electoral and procedural mechanisms regulated in modern village administration are not fully in line with the socio-cultural traditions of indigenous communities. Many villages still strongly uphold the values, norms, and authority of traditional institutions that have historically regulated communal life, including in terms of leadership legitimacy. Tension between formal democracy and customary values arises when the village political process is perceived as not reflecting the cultural identity of the community. This situation creates a need to understand how the integration of customary institutions can strengthen the legitimacy of village leaders in the local democratic system. This study uses a literature review method with a content analysis approach because the study focuses on the concept of the role of customary institutions in strengthening local democracy and the legitimacy of village leadership. This method allows researchers to explore theories and compare previous findings to form a systematic understanding. The research data comes from 19 secondary sources in the form of scientific books and journal articles published between 2016 and 2025 that are relevant to the themes of customs, village governance, community participation, and local leadership. The search was conducted using the Publish or Perish application with purposive sampling techniques to select sources directly related to the main research issue. This study concludes that the integration of traditional institutions into local democracy produces a model of village leadership that is legally strong and culturally rooted. This integration provides a basis for strengthening local democracy based on cultural wisdom, thereby supporting village development.

This study aims to systematically analyze the literature on the implementation of external evaluation systems and accreditation management in improving the quality of Islamic education. It also seeks to provide a more comprehensive understanding of best practices that can be applied by Islamic educational institutions in responding to increasingly complex quality demands. Using the Systematic Literature Review (SLR) method with the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) approach, this study identifies themes, strategies, and challenges found in previous studies. Articles were identified from Google Scholar, Garuda, and ScienceDirect databases within the 2012–2024 period. The selection process involved a step-by-step screening of titles and abstracts, resulting in 15 main articles for further in-depth review. The findings indicate that external evaluation functions as a strategic instrument to enhance accountability, transparency, and quality control in educational institutions. Key themes identified include the importance of a Total Quality Management (TQM) culture, the strategic role of Management Information Systems (MIS) in data governance, and the gap between administrative compliance and substantive quality improvement. This study concludes that effective accreditation management requires a shift from a bureaucratic approach toward a culture of continuous improvement integrated with Islamic values and oriented toward overall educational quality enhancement.

Facies analysis and thin-section petrography are complementary and essential approaches for determining the lithological characteristics of deep-water deposits. Deep-water sediments are formed by diverse depositional processes such as turbidity currents, debris flows, slumps, and pelagic suspension settling, producing a wide range of lithofacies with distinctive textural, compositional, and sedimentary structural attributes. This literature review synthesizes studies that apply facies analysis and thin-section petrography to characterize deep-water deposits across various basins and geological ages worldwide. Field-based facies analysis emphasizes lithology, sedimentary structures, bed geometry, and vertical–lateral facies relationships to reconstruct depositional environments. In contrast, thin-section petrography provides microscopic insights into mineral composition, grain texture, cement types, porosity, and diagenetic features that are not observable in the field. The integration of these methods, often combined with advanced techniques such as XRD, SEM, and geochemical analyses, has proven effective in distinguishing lithofacies, understanding sedimentary processes, and evaluating reservoir quality. The review highlights that grain size, sorting, cement type, pore-throat size, and diagenetic processes are key controls on lithological characteristics and reservoir potential in deep-water systems. Therefore, the combined application of facies analysis and thin-section petrography provides a comprehensive framework for interpreting deep-water sedimentary systems.

This qualitative literature review explores how multinational enterprises (MNEs) utilize strategic trade cost allocation and internal pricing autonomy to engage in tax avoidance through transfer pricing. Drawing on recent academic studies, the review synthesizes insights on how firms manipulate Incoterms, delegate pricing rights, and align managerial incentives to shift profits across jurisdictions. It highlights the dual role of transfer pricing as both a tax planning instrument and a corporate governance challenge. The review also examines the interaction between tax regulations—such as the OECD’s BEPS framework—and managerial decision-making authority within MNEs. By comparing findings across multiple empirical and theoretical studies, this paper provides a comprehensive understanding of the mechanisms and limitations of current transfer pricing practices. The results emphasize the need for stronger alignment between regulatory enforcement, internal control structures, and global transparency standards.

The ability to write scientific papers is an essential competency for doctoral students, particularly in the preparation of journal articles and dissertations. Various challenges arise in problem formulation, methodological frameworks, reference management, and adherence to academic publication ethics. This Community Service Program aims to provide systematic mentoring in scientific writing for doctoral students at the Wahdah Islamiyah Foundation throughout South Sulawesi. Implementation methods include needs analysis, academic writing workshops, individual mentoring-based writing clinics, and manuscript evaluation using academic rubrics. Results show an improved understanding of article structure, citation techniques, argumentative consistency, and manuscript readiness for submission to accredited national journals. An internal academic community has been established, serving as a sustainable forum to strengthen research culture. Participants reported increased confidence in conducting research, organizing literature reviews, and constructing logical arguments. Overall, this program provides a replicable model to enhance doctoral students’ scientific writing skills, foster academic excellence, and produce high-quality, publishable research that contributes meaningfully to their respective fields.

Mathematics is often perceived as challenging by students due to its abstract nature, leading to low engagement and poor learning outcomes. Differences in student characteristics, such as varying levels of readiness, interests, and learning styles, have not yet been fully accommodated in conventional teaching methods. These conditions underscore the need for a learning approach that can adapt to students’ needs, such as differentiated instruction. This study aims to examine the effectiveness of differentiated instruction in improving students’ mathematics learning outcomes through a literature review. Data were collected using a documentation technique by searching Google Scholar for relevant scientific articles. The analyzed articles were published between 2020-2025, sourced from accredited journals indexed in SINTA, and aligned with the research topic. Based on the selection process, 10 articles were obtained and analyzed descriptively. The results of the study indicate that differentiated instruction is effective in improving mathematics learning outcomes, as evidenced by improved scores, learning mastery, and conceptual understanding, and in increasing student engagement in the learning process.

Reading ability is a fundamental skill that must be mastered by first-grade elementary school students as a foundation for understanding various subjects. However, in practice, many students still experience difficulties in early reading, such as recognizing letters, combining syllables, and understanding simple words. One alternative method that can be used to address this issue is the storytelling method in learning activities. This study aims to describe the effectiveness of the storytelling method in improving the reading ability of first-grade elementary school students. This research employs a qualitative approach using a literature study method. Data were collected from various sources, including scientific journals, books, and relevant previous studies published within the last five years. The data collection technique was carried out through documentation, while data analysis used content analysis by reviewing, comparing, and synthesizing findings from different sources. The results of the study indicate that the storytelling method is effective in improving students’ early reading skills. This method enhances students’ reading interest, enriches their vocabulary, and helps them recognize letters and words more easily in an enjoyable learning environment. In addition, storytelling creates an interactive classroom atmosphere and increases student engagement in the learning process. In conclusion, the storytelling method is an effective and relevant instructional strategy to improve the reading ability of first-grade elementary school students. Therefore, it is recommended as an innovative approach to support the development of early literacy skills.

This study aims to analyze in depth the effectiveness of Realistic Mathematics Education (RME) and ethnomathematics in improving students’ mathematical abilities through a Systematic Literature Review (SLR) approach. This study is motivated by the low level of students’ conceptual understanding, mathematical literacy, and mathematical communication skills, which are still dominated by conventional teaching approaches. Data were collected from ten research articles relevant to the topics of RME and ethnomathematics. The analyzed articles employed various research methods, including experimental research, classroom action research, and research and development (R&D). The results of the review indicate that the implementation of RME is consistently effective in enhancing students’ mathematical abilities, such as critical thinking, problem-solving, mathematical communication, and mathematical literacy. The RME approach, which is based on real-life contexts, helps students understand mathematical concepts more deeply and meaningfully. In addition, the integration of culture through ethnomathematics strengthens the effectiveness of learning by providing contexts that are closely related to students’ daily lives, thereby increasing motivation, engagement, and active participation in the learning process.Furthermore, the findings reveal that the success of culture-based RME is influenced by instructional design, the selection of appropriate contexts, and the teacher’s role in managing the learning process. Therefore, culture-based RME can be considered an effective and relevant approach to improving the quality of mathematics education.

Biology learning in Indonesia is still predominantly teacher-centered, limiting students’ opportunities to actively develop critical thinking, creativity, collaboration, and other 21st-century competencies. Students often receive information passively, resulting in low engagement and limited ability to apply concepts in real-life contexts. Therefore, innovative learning models are needed to support more meaningful and student-centered learning. This study aims to review the implementation of Project-Based Learning (PjBL) in Biology education and analyze its contribution to the development of students’ 21st-century skills. The study employed a literature review method by analyzing 20 research articles published between 2022 and 2026. Articles were obtained through Google Scholar searches and selected based on relevance to Biology education, focus on PjBL implementation, and open-access availability. Data collection involved identification, screening, selection, and documentation of related studies, while data analysis used a qualitative descriptive approach. The findings indicate that PjBL effectively improves students’ cognitive achievement, conceptual understanding, scientific literacy, creativity, and critical thinking skills. In addition, PjBL enhances collaboration, communication, problem-solving abilities, learning motivation, and life skills through contextual and authentic project activities. Students become more actively involved in investigating real-world problems, designing solutions, and producing meaningful learning outputs. Furthermore, the integration of STEM approaches, digital media, blended learning, and Culturally Responsive Teaching (CRT) strengthens the effectiveness of PjBL in Biology learning. Overall, PjBL is highly relevant for supporting the Merdeka Curriculum and improving the quality of Biology education in developing 21st-century competencies.

The Holy Communion is one of the sacraments performed in the Toraja Church as a direct command from God for all who believe in Jesus Christ. Therefore, everyone, both adults and children, is required to participate as part of the Kingdom of God's family. This study aims to analyze parents' understanding of the practice of Holy Communion involving children in the Gasing Congregation of the Toraja Church. The research employs a qualitative approach with a descriptive method to explain parents' understanding of the meaning and practice of Holy Communion involving children. Data collection was conducted through in-depth interviews, field observation, and relevant literature review related to the research topic. The findings indicate that many parents still lack a proper understanding of the theological significance of Holy Communion, particularly when it involves children. Most parents simply follow the synod's decision without deeply understanding its theological foundation. Moreover, the church does not provide direct pastoral guidance to parents but merely reads out the meaning of Holy Communion during Sunday worship services, resulting in very limited comprehension among the congregation. Therefore, more intensive socialization and guidance from the church council to all congregation members, especially parents, is highly needed. This research is expected to contribute to the development of knowledge at IAKN Toraja and provide insights for readers, particularly congregants of the Toraja Church in general.

The rapid development of AI-assisted programming has encouraged the emergence of vibe coding, an approach to software development in which developers focus more on formulating intentions, contexts, and constraints through prompts rather than writing code manually. However, existing evaluations of AI-generated code still tend to emphasize functional correctness and productivity, and therefore have not fully addressed the relationship between user intent, technical code reliability, and developers’ understanding of the generated artifacts. This study aims to propose a new evaluation method called TD-VCEM (Three-Dimensional Vibe Coding Evaluation Method) to assess vibe coding practices in a more comprehensive and auditable manner. The proposed method consists of three primary dimensions: Intent Alignment to evaluate the conformity of code with prompt requirements, Code Reliability to assess the technical quality of the generated code, and Developer Cognition to measure developers’ understanding of AI-generated code. TD-VCEM is designed through several stages, including prompt decomposition, prompt-to-code traceability matrix, code reliability assessment, and developer cognition evaluation. Each dimension employs indicator-based scoring rubrics normalized on a scale of 0–100, enabling the construction of a Vibe Coding Evaluation Score (VCES). This study does not present empirical experimental results; instead, it offers a methodological framework that can serve as a foundation for evaluating AI-generated code in modern software engineering environments. The proposed TD-VCEM is expected to improve review process transparency, reduce security risks, strengthen software maintainability, and ensure that developers maintain control and understanding of AI-generated code artifacts.