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The integration of Artificial Intelligence (AI) in higher education has led to the increasing use of AI-powered adaptive learning models that support personalized and data-driven learning. However, studies examining preservice teachers’ perceptions of these models remain limited, despite their important role in future classroom implementation. This study aims to explore preservice teachers’ perceptions of AI-powered adaptive learning in higher education, focusing on perceived usefulness, learning adaptivity, learning experience, and perceived concerns. A descriptive qualitative research design was employed involving 53 preservice teachers from various universities. Data were collected using a Likert-scale questionnaire and open-ended questions. Quantitative data were analyzed descriptively using percentage distributions, while qualitative data were examined through simple thematic analysis. The findings reveal that preservice teachers generally demonstrate positive perceptions of AIpowered adaptive learning, particularly in terms of learning effectiveness, adaptability, and engagement. Nevertheless, concerns related to over-reliance on AI, ethical issues, and data privacy were also identified. These results indicate that preservice teachers show readiness to engage with AI-supported learning, while highlighting the need for teacher education programs to promote responsible and pedagogically informed AI integration.

The quality of human resources is a fundamental pillar of a country’s development, and education plays a crucial role in shaping this quality. Education not only provides knowledge and skills but also builds attitudes, values, and competencies that enable individuals to contribute effectively to social and economic development. This study aims to examine how education can enhance human growth and improve the overall quality of human resources. The research employs a descriptive quantitative method by distributing questionnaires to thirty members of the general public. The collected data were analyzed using descriptive statistical techniques to identify community perceptions regarding the importance of education in human development. The results show that the majority of respondents strongly believe that education has a significant positive impact on human growth. Education is perceived as an essential tool for improving critical thinking abilities, increasing productivity, and fostering awareness of the importance of active participation in national development processes. Furthermore, respondents indicated that education contributes to the development of discipline, creativity, and adaptability, which are necessary to face global challenges and technological changes. Education also plays an important role in reducing social inequality by providing equal opportunities for individuals to improve their quality of life. Overall, these findings confirm that improving the quality of education should be a top priority in national development strategies. High-quality education is essential to produce competitive, innovative, and superior human resources that can significantly contribute to sustainable national progress.

A wall follower robot is a type of autonomous robot that is designed to move by following a wall at a certain distance. This research aims to design and build a Wall follower robot equipped with a Fuzzy-PID control system to improve navigation performance. The robot uses five HC-SR04 ultrasonic sensors to detect the distance to the wall and the surrounding obstacles. The data from the sensor is then processed by a Fuzzy-PID algorithm that combines the advantages of conventional PID control with fuzzy logic, resulting in a more adaptive response to environmental conditions. The test results showed that the robot with Fuzzy-PID control was able to maintain the stability of the distance to the wall more consistently compared to the pure PID control. In addition, the system exhibits better adaptability to complex environmental conditions, such as sharp turns, uneven wall surfaces, and the presence of resistance variations. The application of Fuzzy-PID control has been shown to improve the stability, response speed, and accuracy of the robot's navigation. These findings are expected to contribute to the development of robotic navigation systems for a wide range of practical applications, including automated cleaning robots, environmental exploration, and industrial systems that require reliable autonomous mobility.

Soil contamination by hydrocarbons, pesticides, heavy metals, and complex pollutants is rapidly increasing and degrading essential ecosystem functions. Physical or chemical treatments offer faster results, yet they are often costly, energy-intensive, and risk disrupting soil biological integrity without fully eliminating pollution sources. Microorganism-based bioremediation provides a more sustainable alternative by utilizing microbial metabolism to degrade or immobilize pollutants into less toxic and less mobile forms. This article presents a structured literature review on the roles and applications of microorganisms for bioremediation of contaminated soils, covering comparisons between single isolates and microbial consortia, dominant biological mechanisms, and ecological challenges in field application. A Systematic Literature Review approach was applied, using narrative synthesis and thematic clustering of national and international journals published between 2020 and 2025. The review indicates that single microbial isolates are commonly selected for specific pollutant targets, whereas microbial consortia are preferred for mixed or persistent contaminants due to metabolic synergy that enhances microbial adaptability and stepwise pollutant breakdown in highly polluted soils. Adaptive mechanisms such as EPS production and biofilm formation contribute to microbial resilience under stress and help retain contaminants within the soil matrix. Key challenges identified include inoculum stability under extreme conditions and limited microbial access to pollutants trapped in micro-soil pores. The findings highlight that microbial selection strategies must be tailored to pollutant characteristics and soil environmental conditions, while also emphasizing the potential of biofilm-based systems and organic carriers to support broader field implementation of microbial bioremediation.

The era of globalization demands that education systems produce human resources who are skilled, adaptable, and capable of competing in the international job market. However, several issues arise in efforts to prepare graduates who are well aligned with industry requirements. These challenges include the mismatch between competencies taught in educational institutions and those required by the workforce, limited digital literacy and technological mastery, the lack of soft skills development, and insufficient collaboration between schools and industries. Rapid technological advancements often result in curricula that lag behind the current skill demands of the labor market. Moreover, many students still lack the mindset, creativity, and adaptability needed to face global competition. This literature-based study aims to identify the main educational problems in preparing human resources for the world of work and propose strategic directions for improvement. Findings highlight the necessity of competency-based curriculum transformation, enhanced vocational training, integration of technology-based learning, and stronger partnerships between education providers and industry sectors. Enhancing teacher quality is also crucial to ensure learning processes remain relevant to global demands. By optimizing the roles of all stakeholders, education can produce graduates who possess not only technical expertise but also essential 21st-century skills such as communication, collaboration, problem-solving, and leadership. Therefore, education becomes the primary foundation for preparing a generation capable of competing globally and contributing to national development.

The purpose of this study is to discuss the introduction of the Pendet Dance in the Markandeya–Walailak cultural exchange program and to evaluate its effectiveness as a cross-cultural character education tool. To investigate program design, execution, and results, the study used a descriptive qualitative approach backed by the CIPP (Context, Input, Process, Product) evaluation model. During the cultural exchange activities, information was gathered through participant reflection, documentation, and observation. The results show that the program effectively combined the principles of character education with conventional performing arts. Thai students showed greater appreciation, tolerance, respect, and empathy for cultural diversity as well as a deeper comprehension of the Pendet Dance's meaning, symbolism, and cultural value. In addition, Indonesian students who served as facilitators saw improvements in their discipline, self-assurance, cultural adaptability, and communication abilities. The exercise emphasizes how traditional performing arts can be a powerful tool for international engagement and cultural diplomacy. All things considered, the program shows that cultural exchange programs can make a significant contribution to global character education, and it is advised that comparable projects be maintained and developed in subsequent international education partnerships.

This article discusses how entrepreneurial activities can enhance students' soft skills in the context of globalization, with an emphasis on communication, leadership, and adaptability. The study employs a descriptive qualitative method, utilizing literature review techniques that allow for a narrative exploration of soft skill development such as communication and leadership in entrepreneurial activities. The analysis reveals that entrepreneurial engagement significantly improves students' soft skills, including teamwork collaboration and innovation, which are essential for facing the challenges of globalization. The findings suggest that practice-based entrepreneurship education is far more effective than theory alone in building resilience and networks. The study concludes by highlighting the importance of integrating entrepreneurial activities into higher education curricula to prepare students for global competition, along with recommendations to develop project-based programs. This research contributes to the higher education literature with empirical evidence derived from the Indonesian context, although it is limited to a specific group of students.  

This study aims to provide a comprehensive understanding of how psychological well-being (PWB) influences employee performance through a Systematic Literature Review approach. By analyzing a range of relevant and open-access studies, this review synthesizes key findings to identify patterns that explain the relationship between psychological well-being and work outcomes. The analysis reveals that PWB is a crucial internal factor shaping productive, stable, and consistent employee behavior. Individuals with higher levels of psychological well-being tend to demonstrate stronger motivation, higher discipline, and better adaptability when facing pressure or organizational changes. Beyond its direct influence, PWB also acts as a connecting variable between other determinants such as job satisfaction, work-life balance, and organizational support and improved performance. Overall, the review highlights that psychological well-being is not merely a personal condition but a strategic resource that significantly contributes to long term organizational productivity. Therefore, enhancing employee well-being should be integrated into human resource management practices as both a preventive measure and a long term capacity building strategy.  

This qualitative literature review examines the dysfunctional costs that emerge within Management Control Systems (MCS), a critical organizational mechanism designed to align employee behavior with strategic objectives. Although prior studies have extensively explored the benefits of control systems, discussions on the unintended and often hidden costs remain fragmented. This article aims to synthesize theoretical insights and conceptual debates surrounding four major categories of dysfunctional costs: behavioral displacement, game-playing, operating delays, and negative attitudes. Using a traditional literature review approach, the study integrates foundational theories including agency theory, behavioral control theory, and goal-setting theory with contemporary conceptual findings to identify key behavioral mechanisms that trigger dysfunctional outcomes. The review reveals that overly rigid controls, inappropriate performance targets, and misaligned incentives frequently prompt short-termism, budget slack, manipulation, bureaucratic delays, and psychological strain among employees. These dysfunctional costs can surpass direct control costs and reduce organizational adaptability and long-term performance. The study highlights the need for context-sensitive control design, balanced use of results and action controls, and enhanced attention to behavioral responses when implementing MCS. The implications underscore that effective control is achieved not through tighter rules alone but through thoughtful alignment between control mechanisms, human behavior, and organizational context.

This study examines the differences between Micro, Small, and Medium Enterprises (MSMEs) and large corporations in utilizing e-commerce platforms for digital promotion, particularly through collaborations with influencers. The rapid development of digital technology has reshaped business competition and created unequal access to market opportunities, where corporations benefit from strong financial capacity, formal contractual structures, and comprehensive legal compliance, while MSMEs often struggle with limited resources, inconsistent product legality, and informal promotional arrangements. This research aims to analyze comparative practices in digital promotion between the two business scales and evaluate how regulatory frameworks support digital fairness for MSMEs within Indonesia’s e-commerce ecosystem. Using a qualitative method that combines literature review and in-depth interviews with three influencers, the study reveals significant distinctions in collaboration patterns, compensation systems, marketing flexibility, and legal assurance. The findings indicate that MSMEs exhibit higher adaptability and openness toward emerging creators, whereas corporations demonstrate stronger professionalism but lower responsiveness due to bureaucratic structures. The research further highlights persistent digital inequality shaped by differences in legal awareness, operational capacity, and marketing strategy. These findings imply the importance of enhancing MSME digital literacy, strengthening contractual governance, and improving regulatory responsiveness to ensure equitable participation in the digital market. Strengthening cooperative efforts between government, digital platforms, and influencer communities is essential for building a fairer and more inclusive e-commerce environment.

Educational transformation in the era of globalization and the Industrial Revolution 4.0 requires educational institutions not only to produce academically competent graduates but also individuals with entrepreneurial spirit, creativity, and adaptability. The high rate of educated unemployment indicates the need for alternative approaches, one of which is the implementation of an edupreneurial business model. This concept integrates entrepreneurial principles into educational management, emphasizing innovation, value creation, and sustainability. This study analyzes the application of business models in edupreneurship within formal educational institutions, covering conventional, digital, and social models. The findings indicate that edupreneurship enhances educational relevance, expands accessibility, and supports financial independence of institutions. Social edupreneurship is considered effective in promoting educational equity through socially impactful business models. The success of implementing an edupreneurial business model depends on continuous innovation, technological utilization, strategic partnerships, and diversification of funding sources. Therefore, edupreneurship is recommended as a visionary, adaptive, and sustainable strategy for educational transformation.

This research is a Systematic Literature Review (SLR) that aims to identify, analyze, and synthesize scientific literature related to effective facilitation strategies in the context of organizational capability development and employee learning improvement. The main focus of this research is to map various forms of facilitation interventions, assess their impact on organizational capabilities such as innovation, adaptability, and efficiency, and explore the role of facilitation in strengthening organizational and individual learning mechanisms. By using an SLR approach that follows the guidelines of PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses), this study ensures transparency and replication of the study process. The results of the synthesis show that facilitation strategies contribute significantly to improving organizational capabilities through the creation of a collaborative learning environment, strengthening communication, and improving employees' adaptive skills. In addition, facilitation has been proven to support the integration of new knowledge into organizational practices, thereby strengthening competitiveness and sustainability. These findings are expected to provide evidence-based guidance for practitioners in designing effective facilitation interventions, as well as a theoretical basis for future researchers to develop studies on the relationship between facilitation, learning, and organizational capabilities.

This community service activity aims to improve the soft skills capacity of the Ibu-Ibu Mekar community in Semarang City to face the demands of the Society 5.0 era. The program was implemented through four stages: needs assessment, participatory planning, training, and mentoring. The methods used included interactive lectures, group discussions, role-play, and contextual practice. The results of the activity showed significant improvements in participants' communication, creativity, collaboration, and problem-solving skills. In addition, several participants began to demonstrate informal leadership roles and greater involvement in community activities. These findings indicate that the experience-based participatory mentoring approach is effective in strengthening women's empowerment and preparing communities for socio-technological change. The program also helped participants develop adaptability to change, increased self-confidence, and facilitated the formation of broader social networks in their communities. Empowering women through soft skills development is expected to create a more resilient community in facing the challenges posed by digital transformation in the Society 5.0 era. This program emphasizes the importance of sustainable soft skills development as a foundation for community resilience in the Society 5.0 era.

This community service activity aims to improve the soft skills capacity of the Ibu-Ibu Mekar community in Semarang City to face the demands of the Society 5.0 era. The program was implemented through four stages: needs assessment, participatory planning, training, and mentoring. The methods used included interactive lectures, group discussions, role-play, and contextual practice. The results of the activity showed significant improvements in participants' communication, creativity, collaboration, and problem-solving skills. In addition, several participants began to demonstrate informal leadership roles and greater involvement in community activities. These findings indicate that the experience-based participatory mentoring approach is effective in strengthening women's empowerment and preparing communities for socio-technological change. The program also helped participants develop adaptability to change, increased self-confidence, and facilitated the formation of broader social networks in their communities. Empowering women through soft skills development is expected to create a more resilient community in facing the challenges posed by digital transformation in the Society 5.0 era. This program emphasizes the importance of sustainable soft skills development as a foundation for community resilience in the Society 5.0 era.

School management quality is a vital factor in determining the success of the educational process, yet current efforts often appear partial and sub-optimal due to shortcomings in planning, supervision, and human resource development. This library research, employing a descriptive analytical method and systematic literature review through academic databases, aimed to analyze the crucial role of educational leadership in enhancing school management quality. The findings indicate that the core tasks of educational leadership encompass strategic planning, resource management, academic supervision, and integrated decision-making, all of which are fundamental for quality-oriented school governance. Effective leadership is characterized by vision, strong communication, adaptability, and a deep commitment to professional development. The study concludes that the success of improving school management quality is highly dependent on the principal’s ability to execute leadership tasks that are visionary, professional, strategic, and sustainable. Therefore, it is strongly recommended that principals consistently enhance their managerial and supervision competencies and cultivate a school culture that is professional and oriented towards continuous quality improvement.  

This study aims to analyze the concept of modern governance in public service delivery using a descriptive qualitative approach through an extensive literature review. Modern governance is understood as a governance model that emphasizes collaboration, transparency, adaptability, and the involvement of multiple actors within policy networks. The data were collected from books, journal articles, international institutional documents, and previous research relevant to governance and public administration. The findings indicate that modern governance significantly contributes to improving public service effectiveness, particularly through digital innovation, data integration, and collaborative mechanisms between government institutions and citizens. Several case studies—such as public service innovations in Surabaya, Surakarta, and various village administrations—demonstrate that this model can accelerate service processes and enhance public satisfaction. However, the implementation of modern governance still faces challenges, including limited resources, rigid bureaucratic culture, low public participation, and the inconsistent application of good governance principles. This study concludes that modern governance holds substantial potential to strengthen the quality of public services in Indonesia, yet requires strong governmental commitment, technological readiness, and active community involvement to be effectively implemented.

This study aims to conduct an in-depth analysis comparing the legal mechanisms of constitutional amendment in Indonesia and South Africa. The research employs a normative juridical method with a comparative law approach. Primary data is sourced from the authoritative texts of the 1945 Constitution of the Republic of Indonesia (UUD 1945) and the Constitution of the Republic of South Africa, 1996. Data analysis is conducted qualitatively using content analysis techniques on provisions related to constitutional amendments in both supreme legal documents. The research findings reveal fundamental differences in the constitutional amendment paradigms of both countries. First, Indonesia adopts a rigid amendment system implemented by the People's Consultative Assembly (MPR) with very strict quorum and approval requirements. Second, South Africa adopts a more flexible and differentiated system, where Parliament acts as the constituent authority, with varying approval levels depending on the substance of the amended provisions ranging from simple majority to two-thirds, and even involving the Provincial Council for certain matters. Third, despite different approaches, both countries affirm the principle of constitutional supremacy. These mechanistic differences reflect Indonesia's strategic choice to prioritize consensus and constitutional stability, while South Africa emphasizes constitutional adaptability and responsiveness to socio-political developments.

This study investigates the role of knowledge management (KM) capabilities in enhancing managerial decision-making within organizational settings. Using a systematic review approach, ten peer-reviewed journals published between 2019 and 2024 were analyzed to identify key themes, patterns, and empirical findings related to knowledge management implementation and its influence on decision-making processes. The review reveals that strong knowledge management capabilities particularly in knowledge acquisition, storage, sharing, and utilization significantly contribute to improving the accuracy, speed, and strategic quality of managerial decisions. The findings also show that organizations with well-developed knowledge management infrastructures, supported by digital technologies and a culture of knowledge sharing, demonstrate greater adaptability, innovation, and problem-solving effectiveness. This study concludes that knowledge management capabilities are essential for strengthening evidence-based decision-making and enhancing organizational competitiveness. Implications for managers emphasize the need to invest in knowledge management systems and foster collaborative knowledge practices. Suggestions for future research include expanding the scope to cross-industry comparisons and integrating knowledge management with emerging technologies such as AI-based decision support systems..

This study aims to investigate the integration of information systems and the associated security challenges within Afghanistan's current market, emphasizing the complex relationship between technological innovation, governance stability, and institutional readiness. Using the Delphi method, the study engaged experts from academia, government, and the private sector to identify key barriers and enablers shaping Afghanistan's digital transformation. Findings reveal that the country's progress in adopting information systems is hindered by fragmented policies, weak cybersecurity awareness, infrastructure limitations, and dependency on donor-funded projects. Despite growing recognition of the importance of digitalization, Afghanistan's institutional fragility continues to impede coordinated implementation and sustainable innovation. Comparative insights with other emerging markets highlight that long-term investment in digital literacy, regulatory coherence, and private sector engagement are critical to overcoming these barriers. The study highlights the importance of adopting a hybrid developmental model that harmonizes local institutional realities with internationally recognized technological standards, fostering adaptability and resilience within Afghanistan's volatile environment. It advances existing understanding by demonstrating how governance reform, human capital enhancement, and cybersecurity integration function as mutually reinforcing components of the nation's digital transformation. Sustainable progress depends on establishing a unified national vision that bridges technology, education, and governance, thereby reinforcing market integrity and institutional stability amid persistent security and economic uncertainty.

Purpose –This article aims to integrate three strategic pillars in strengthening Indonesia's defense human resources (HR), namely Crew Resource Management (CRM) in military medicine, national biological defense, and STEM-based education. Design/methodology/approach –The research used a systematic literature review approach by examining literature from international databases (Elsevier, Springer, Wiley, Taylor & Francis, ACM, IEEE, ScienceDirect, SAGE, DOAJ, JSTOR) and reputable national journals (SINTA, GARUDA, BRIN). The analysis was conducted thematically with normative, empirical, and conceptual approaches. Findings –The study results show that: (1) CRM effectively improves communication, coordination, and decision-making of military medical teams in crisis situations; (2) the establishment of a Biological Defense Agency is urgently needed to address the threat of pandemics, bioterrorism, and transnational biosecurity; and (3) STEM education has been proven to strengthen innovation, adaptability, and the competence of the younger generation of defense personnel. The integration of these three aspects results in the CRM–Bio-Defense–STEM Nexus conceptual framework as the foundation for developing Indonesian defense human resources towards the 2045 vision. Practical implications –This study recommends strengthening national policies through: (1) a STEM-based defense curriculum, (2) CRM training in military medical education and operations, and (3) the establishment of a special biological defense institution as the front line in facing biological threats.Originality/value –This article provides a new contribution in the form of an integrative conceptual model of CRM–Bio-Defense–STEM that has never been studied holistically in the context of Indonesian defense, while also offering a strategic framework for the development of adaptive, innovative, and resilient national defense human resources.