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Mutia Adilah Zahra; Janah, Lutfiatul; Syihab, Naufal; Munawwaroh, Zahrotul

Prosiding Seminar Nasional Ilmu Pendidikan 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

The success of education delivery depends heavily on the quality of supporting elements, particularly educational facilities, which play a strategic role in supporting learning activities and achieving human resource development goals. This research is motivated by a gap in understanding regarding the effectiveness of the management process for facilities and infrastructure in improving learning quality, as well as the need to adapt to the dynamics of modern education. The purpose of this research is to examine the management process for educational facilities and infrastructure and its contribution to improving learning quality, based on the results of a literature review. The method used in this research is a descriptive qualitative approach with a literature review method, where data was obtained through critical analysis of scientific journals and academic literature. The research findings indicate that the management of educational facilities and infrastructure includes the stages of planning, procurement, inventory, utilization, maintenance, supervision, and disposal. Each stage is interrelated and plays a strategic role in supporting a more effective, efficient, and sustainable learning process. The implications of this research indicate that the management of educational facilities and infrastructure, carried out through a planned and sustainable process, plays a crucial role in supporting the improvement of learning quality.    

Tri Sartika; Ayu Devita Citra Dewi

Jurnal Pengabdian Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

Menstrual stress is a common reproductive health problem among adolescent girls, which can interfere with learning activities, concentration, and overall quality of life. This community service activity aimed to improve the ability of female students to manage menstrual stress through education and practice of deep breathing techniques at SMPN 2 Rambutan, Banyuasin Regency. The activity used a one-group pretest–posttest pre-experimental design involving 30 female students who had experienced menstruation. Health education was delivered through interactive lectures, discussions, and practical demonstrations of deep breathing techniques, while evaluation was conducted using pre-test and post-test questionnaires on menstrual stress levels. The results showed a reduction in menstrual stress, with most participants shifting from moderate stress before education to mild stress after the intervention. These findings indicate that deep breathing techniques are effective in helping students independently manage menstrual stress. Therefore, health education combined with practical deep breathing exercises is recommended to be implemented continuously in schools as a promotive and preventive strategy for adolescent reproductive health.

Tri Sartika; Ayu Devita Citra Dewi

Jurnal Pengabdian Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

Menstrual stress is a common reproductive health problem among adolescent girls, which can interfere with learning activities, concentration, and overall quality of life. This community service activity aimed to improve the ability of female students to manage menstrual stress through education and practice of deep breathing techniques at SMPN 2 Rambutan, Banyuasin Regency. The activity used a one-group pretest–posttest pre-experimental design involving 30 female students who had experienced menstruation. Health education was delivered through interactive lectures, discussions, and practical demonstrations of deep breathing techniques, while evaluation was conducted using pre-test and post-test questionnaires on menstrual stress levels. The results showed a reduction in menstrual stress, with most participants shifting from moderate stress before education to mild stress after the intervention. These findings indicate that deep breathing techniques are effective in helping students independently manage menstrual stress. Therefore, health education combined with practical deep breathing exercises is recommended to be implemented continuously in schools as a promotive and preventive strategy for adolescent reproductive health.

Syahrir Syahrir; Aidil Akbar Iskam; Risnawati Risnawati

Jurnal Insan Pendidikan dan Sosial Humaniora 2026 International Forum of Researchers and Lecturers

Meaningful learning is a crucial requirement in 21st-century education, particularly in the face of the increasingly rapid development of digital technology. However, teachers' limited knowledge and skills in utilizing digital learning media remain a challenge, particularly in junior high schools. This study aims to analyze the strengthening of meaningful learning through training on the Canva-based deep learning model at SMP Negeri 2 Mappakasunggu. This study used a quantitative approach with a one-group pretest–posttest pre-experimental design. The subjects were teachers at SMP Negeri 2 Mappakasunggu who participated in the training as part of the Community Service Program (KKN). The research instrument was a knowledge test on Canva administered before (pretest) and after (posttest) training. Data were analyzed using descriptive statistics and N-Gain calculations. The results showed that the average pretest score for teachers was 42.3 with a range of 30–55, while the average posttest score increased to 70.8 with a range of 65–76. The N-Gain calculation of 0.49 is in the moderate category. These findings indicate that training on the Canva-based deep learning model is effective in enhancing teacher knowledge and supporting meaningful learning. This study recommends the continued implementation of similar training to improve the quality of technology-based learning in schools.  

Mardiana Mardiana; Yunus, Muh.; Elpisah Elpisah; Suarlin Suarlin

International Journal of Educational Evaluation and Policy Analysis 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

This study aims to: (1) determine the effect of academic supervision on teachers’ ability to design IPAS learning at elementary schools in Mandalle District; (2) examine the effect of TPACK competence on teachers’ ability to design IPAS learning; and (3) analyze the simultaneous influence of academic supervision and TPACK competence on teachers’ ability to design IPAS learning. The research was conducted in elementary schools across Mandalle District from September to October 2025 using a quantitative approach and a causal-comparative (ex post facto) design. A total of 51 teachers were selected through purposive sampling. Data were collected using a Likert-scale questionnaire and analyzed using PLS-SEM with the SmartPLS application.  The results indicate that: (1) academic supervision has a positive and significant effect on teachers’ ability to design IPAS learning (β = 0.168; T = 2.623; p = 0.009), although the effect size is categorized as small (f² = 0.071); (2) TPACK competence has a very strong and significant effect on teachers’ ability to design IPAS learning (β = 0.827; T = 14.299; p = 0.000) with a very large effect size (f² = 3.351), making it the dominant factor influencing lesson design quality; and (3) jointly, academic supervision and TPACK competence explain 85.5% of the variance in teachers’ ability to design IPAS learning, highlighting the importance of synergy between external guidance through supervision and internal teacher competence in mastering TPACK..

Ika Isna Umiyati; Fina Fakhriyah; Sumaji Sumaji

Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam 2026 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

The quality of assessment instruments plays an important role in determining the accuracy of measuring student learning outcomes in science learning in elementary schools. A good test instrument must meet certain criteria, such as validity, reliability, difficulty level, and discrimination power. This study aims to analyze the quality of daily science test items in grade VIc elementary schools based on these four criteria. The study used a quantitative. The subjects were 19 sixth-grade students, while the instrument analyzed consisted of 25 multiple-choice questions. Data processing and analysis were carried out using Microsoft Excel to calculate item validity through item correlation with total score, test reliability using internal consistency, difficulty level index, and discrimination index. The analysis results showed that 17 questions (68%) were declared valid, while 8 questions (32%) were invalid and needed to be improved. The results of the reliability test indicated that the test instrument had good reliability and was suitable for use as a measuring tool for student learning outcomes. Judging from the level of difficulty, 20 questions (80%) were moderate and 5 questions (20%) were easy, indicating a relatively balanced level of difficulty. Based on the discrimination power, 16 questions (66%) had very good discrimination power, 4 questions (16%) were good, 4 questions (16%) were sufficient, and 1 question (4%) was poor. Based on these findings, it can be concluded that the quality of the sixth grade science daily test questions is classified as good and the test instrument is suitable for use, but improvements are still needed on invalid questions and those with low discrimination power so that the quality of the assessment is more optimal. This study emphasizes the importance of teachers' abilities in compiling and analyzing test items to ensure that the assessment of science learning is objective, valid, and reliable.

Juni Erpida Nasution; Lidya Larassati; Arfi Sholahuddin

Jurnal Manajemen dan Pendidikan Agama Islam 2026 Asosiasi Riset Pendidikan Agama dan Filsafat Indonesia

Islamic education in the digital era faces significant challenges in improving the quality of learning and developing students' critical thinking skills. One promising solution is the implementation of deep learning-based Islamic education, which can facilitate the teaching of religious material more effectively and easily accessible via the internet. Deep learning has the potential to strengthen students' critical thinking skills and understanding of Islamic values ​​in a more interactive and personalized manner. This study used a literature review method to analyze various relevant literature sources. The results indicate that deep learning can increase student engagement, enable personalized learning, and provide real-time evaluation of learning progress. However, the implementation of this technology also faces challenges, particularly related to the availability and quality of relevant data. Therefore, efforts are needed to improve data quality and develop learning models tailored to student needs to achieve optimal results in technology-based Islamic education.

Asti Cahya Dewi; Zahratul Munawwaroh; Aolia Lavianis; Najwa Amelia Zein; Nova Fadila

Jurnal Ilmu Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

Facilities and infrastructure are essential components in the provision of education, functioning to support the effectiveness of teaching and learning processes, student comfort, and the achievement of quality learning outcomes. In boarding-based Islamic schools (madrasah), facility needs become more complex due to the integration of formal academic curricula with religious instruction and a full residential system. The National Education Standards (SNP) serve as the national reference for the fulfillment of educational facilities in Indonesia; however, the standards do not specifically regulate boarding facilities, resulting in a gap in facility fulfillment among pesantren-based madrasah. This study aims to evaluate the suitability of educational facilities and infrastructure at MTsS Sunanul Husna, South Tangerang City, with the SNP and to identify inhibiting factors affecting the fulfillment of such standards. The research employed a qualitative case study design through observation, interviews, and documentation. Data analysis was conducted using interactive procedures, including data reduction, data display, and conclusion drawing. The findings indicate that academic facilities are categorized as adequate, with classrooms, teacher rooms, administrative offices, computer laboratories, and a UKS room available and functioning, although the library and student sanitation facilities require improvement. Boarding facilities such as dormitories, worship areas, and kitchen facilities are categorized as good, despite not being covered in the SNP. The study reveals that financial limitations, centralized authority at the foundation level, and the absence of national standards for boarding education represent the main inhibiting factors. The study implies the need for the formulation of facility standards specifically for boarding madrasah and for strengthened collaboration among the government, foundations, and communities in fulfilling educational infrastructure.

Gusti Intan Wijaya

Jurnal Manajemen Kreatif dan Inovasi 2026 International Forum of Researchers and Lecturers

This study examined the operational performance of CV Fortis Sportwear Indonesia (FSI) before implementing the Balanced Scorecard approach, identified the factors that hindered each Balanced Scorecard perspective, and analyzed the company's operational performance when measured using this approach.This study employed a descriptive quantitative method, aimed at providing a systematic, factual, and accurate overview of CV FSI's operational performance based on the Balanced Scorecard approach. Data were collected through interviews, questionnaires, observations, and literature review to obtain information related to the four main perspectives of the Balanced Scorecard: financial, customer, internal business processes, and learning and growth.After implementing the Balanced Scorecard, the performance evaluation of CV Fortis Sportswear Indonesia became more comprehensive compared to the previous system, which focused solely on financial aspects. The financial perspective showed improvement, but the customer aspect remained adequate, with declining retention and increasing complaints. Internal business processes still faced inefficiencies and quality issues, despite the introduction of new technology. The learning and growth perspective also improved through training, but employee satisfaction remained moderate. The Balanced Scorecard proved to provide a more comprehensive performance assessment and identified the need for improvements in customer, internal processes, and human resource development.

Maysa Thahira; Putri Nabila Sakinah; Ratu Zahra; Salsabila Ramadhani; Marhamah Marhamah

Jurnal Ilmu Bahasa dan Pendidikan Guru Sekolah Dasar 2026 Asosiasi Periset Bahasa Sastra Indonesia

This study examines curriculum strategies implemented in five countries Singapore, Finland, Japan, Indonesia, and the United States using a library research approach. The main objective of this research is to analyze similarities, differences, challenges, and strategic orientations in curriculum development across diverse national education systems. Data were collected from scholarly journal articles, government policy documents, and international education reports published by reputable institutions. The analysis indicates that each country adopts distinct curriculum strategies influenced by its socio-cultural context, governance structure, policy priorities, and long-term educational goals. Singapore emphasizes competency-based learning aligned with economic needs, Finland prioritizes flexibility and teacher autonomy, Japan focuses on character education and cultural values, Indonesia continues to adapt its curriculum to improve relevance and equity, while the United States highlights standards-based accountability and innovation. Despite these differences, common patterns emerge, particularly in the emphasis on competency development, integration of 21st-century skills, teacher quality improvement, and curriculum adaptability to global challenges such as digitalization and workforce transformation. The findings suggest that effective curriculum development requires a balance between global educational trends and local contextual needs. This study contributes to comparative education discourse by providing insights that may inform policymakers and educators in designing responsive and sustainable curriculum strategies.

Dzikra Tsabita Azalea; Munawaroh, Aisyatun; Setiyoko, Didik Tri

Jurnal Riset Rumpun Ilmu Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

This study aims to analyze various obstacles in Social Sciences (IPS) learning related to global issues that are increasingly influenced by technological advances, through literature study methods. Social studies has a strategic role in shaping students' understanding of social, economic, cultural, and political aspects, as well as fostering global awareness in the digital era. However, the effectiveness of social studies learning still faces a number of obstacles, especially low student interest because the material is considered boring, too theoretical, and less interesting than digital entertainment. In addition, less interactive learning methods, limited facilities, unconducive classroom environment, and lack of parental support also worsen the quality of learning. Through a comprehensive literature review, this study identifies several relevant learning strategies to overcome these constraints, including ProjectBased Learning, technology integration, and contextual approaches. These three strategies allow students to learn actively, critically, and collaboratively by relating social studies materials to global issues and real phenomena. This research provides theoretical contributions to the development of social studies learning models that are adaptive to technological developments, as well as practical benefits for teachers, schools, and policymakers in creating social studies learning that is more interesting, meaningful, and relevant to the global challenges of the 21st century.

Andi Setiadi Manalu; Erwin Sirait; Arifin Tua Purba; Lasminar Lusia Sihombing; Roy Sahputera Saragih +2 more

Jurnal Pengabdian dan Solidaritas Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

This community service program is entitled Improving Microcontroller Competence of Students of SMK Negeri 3 Pematangsiantar through Arduino Training Based on Industrial Practice and is implemented as a follow-up to the school's official request to invite university practitioners as guest teachers in order to strengthen industry-based vocational learning. The activity was carried out on November 27, 2025 at the Computer Laboratory of SMK Negeri 3 Pematangsiantar involving 50 grade XI students, and guided by Andi Setiadi Manalu, S.Kom., M.Ti as the main instructor of Arduino material which focuses on the introduction of microcontrollers, basic programming, sensor integration, and simple automation project design. The purpose of this activity is to improve students' technical competence in the field of embedded systems while fostering work readiness through real-world practice-based learning experiences. The implementation method uses an experiential learning and project-based learning approach, which combines brief conceptual explanations with direct practice, technical discussions, and problem-based project assignment completion. The evaluation results show an increase in students' understanding of microcontroller functions, programming logic structures, and the ability to connect hardware and software in one work system. In addition, students demonstrated increased motivation, confidence, and interest in industrial technology, as reflected in their active participation during the practicum and their successful independent completion of functional prototypes. Overall, this activity proved effective in strengthening the technical competencies of vocational high school students and supporting the implementation of the link and match policy between vocational education and the needs of the industrial world, while also emphasizing the strategic role of higher education institutions in supporting the improvement of human resource quality at the vocational high school level.

Asti Amanda

Jurnal Inovasi Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

Early childhood is a period of rapid growth and development in a child's life. At this stage, children begin to form the foundations of their intelligence, character, and social and emotional abilities that will influence their future lives. Therefore, early childhood education plays a very important role in providing stimulation and learning experiences that are appropriate for their stage of development. In West Sumatra Province, public awareness of the importance of early childhood education services continues to increase along with the growing number of early childhood education institutions. However, the increase in the number of institutions has not been accompanied by an improvement in service quality. Many institutions still face obstacles such as a shortage of qualified teachers, a lack of facilities and infrastructure, and low teacher welfare. This situation has an impact on the quality of services received by children and the satisfaction of parents as service recipients. The results of this study are expected to provide a deeper understanding of the importance of improving service quality as an effort to create high-quality, competitive PAUD institutions that are able to meet the expectations of the community.

Saskia Melia; Kireina Zaira Nur Alpiah; Zahraina Melati Resmaya; Sri Mulyeni

Jurnal Inovasi Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

This study aims to examine and compare various findings from previous research on the effectiveness of online learning among university students in higher education settings in order to obtain a comprehensive general conclusion. The research method employed is a literature review using a content analysis approach of scholarly publications published between 2019 and 2025. The data sources include relevant national and international journal articles focusing on online learning in higher education. The results of the review indicate that the effectiveness of online learning is influenced by three interrelated main factors. Psychological factors include learning motivation, students’ perceptions of online learning, and the emotional conditions experienced during the learning process. Pedagogical factors encompass lecturers’ creativity in designing learning activities, the selection of appropriate teaching methods, and the use of interactive and varied learning media. Meanwhile, technical or environmental factors include the availability and ease of access to learning platforms, the quality of internet connectivity, and supportive learning environments. Online learning offers several positive impacts, such as flexibility in learning time, cost efficiency, and enhanced student experience in utilizing digital technology. However, it also has the potential to generate negative effects, including boredom, stress, and difficulties in understanding course material when technical barriers are not resolved and learning activities are monotonous. Therefore, optimal management of psychological, pedagogical, and technical factors is essential to improve the effectiveness of online learning for university students.

Sriwiguna, Riris; Mulyawan Shafwandy Nugraha

Jurnal Manajemen dan Pendidikan Agama Islam 2026 Asosiasi Riset Pendidikan Agama dan Filsafat Indonesia

Curriculum management is a strategic component of Islamic education because it plays an important role in achieving educational objectives and internalizing Islamic values within the learning process. Nevertheless, in practice, many schools continue to face managerial challenges in implementing the curriculum effectively. This study aims to evaluate curriculum management at MTs Persis 23 Cirengit based on the core functions of Islamic Educational Management, namely Planning, Organizing, Actuating, and Controlling (POAC). The research employed a qualitative approach using a case study design. Data were collected through in-depth interviews, direct observation, and document analysis, and were analyzed using an interactive analysis model. The findings reveal that the POAC functions have been formally applied but have not yet operated as an integrated managerial cycle oriented toward continuous quality improvement. Curriculum planning remains largely procedural, organizing is not sufficiently participatory, implementation depends heavily on individual teacher capacity, and supervision is mostly administrative with limited follow-up actions.

Nia Ramadani

Jurnal Pendidikan Anak Usia Dini dan Kewarganegaraan 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

This study aims to analyze in depth the quality of Early Childhood Education (ECE) teachers in the learning process at schools and its implications for early childhood development. The quality of educators is viewed as one of the key factors determining the success of learning implementation and the achievement of educational objectives at the early childhood education level. This study employs a literature review method, which involves collecting various relevant scientific articles, books, and other academic sources related to the research topic, followed by systematic analysis to obtain a comprehensive understanding and conclude the findings. The results indicate that the quality of educators has a significant influence on teachers’ success in performing their roles as facilitators, mentors, and educators in supporting children’s cognitive, social, emotional, and motor development. Therefore, the quality of early childhood educators needs to be continuously developed and improved through education, training, and professional development to maintain and enhance the quality of learning activities in schools. In addition, support from various stakeholders, including the government, educational institutions, schools, and parents, plays a crucial role in efforts to improve the quality of early childhood educators in an optimal and sustainable manner.

Atri Yuni; Elpisah Elpisah; Rego Devila; Suarlin Suarlin

International Journal of Social Welfare and Family Law 2026 Asosiasi Penelitian dan Pengajar Ilmu Sosial Indonesia

This study aims to analyze teachers' teaching strategies in improving the quality of science learning for upper grade students (IV, V, and VI) at the SD Inpres Perumnas II Makassar. The results show that teachers implement various strategies including selecting approaches that suit students' needs, using a variety of learning methods, actively involving students in learning activities, utilizing media that support conceptual understanding, and implementing continuous evaluation to assess learning success. All of these strategies complement each other and help create more engaging, understandable, and relevant science learning for students. Research findings also revealed that the choice of teaching strategy is influenced by several important factors: student characteristics, the characteristics of the science material being taught, the availability of learning media and facilities, the learning environment, and the desired learning objectives. These five factors serve as the basis for teachers to determine the most appropriate strategy, ensuring a more effective, focused learning process that enhances students' understanding of the material. Furthermore, this study identified several challenges teachers face in implementing science teaching strategies, such as diverse student abilities, time constraints, a lack of supporting media and facilities, sub-conducive classroom conditions, and uneven student motivation. These challenges require teachers to be creative and adapt strategies to ensure learning objectives are achieved and the quality of science instruction continues to improve.

M Bambang Purwanto; Satriah Satriah

Jurnal Riset Rumpun Ilmu Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

Teaching fiction in Indonesian language classrooms is often constrained by text-centered instruction and limited use of engaging digital media. In the era of Generation Z learners who are visually and digitally oriented, innovative learning materials are needed to enhance motivation, interpretation, and comprehension of literary texts. This study aims to develop and evaluate a Scribus-based digital magazine for fiction learning by integrating the ADDIE model within a qualitative descriptive framework. The research adopted a qualitative descriptive design comprising five stages of the ADDIE model: Analysis, Design, Development, Implementation, and Evaluation. The study was conducted at SMP Negeri 10 Semarang, involving one Indonesian language teacher and fifteen Grade VIII students, who were selected through purposive sampling. Data were collected through observation, interviews, and documentation, and analyzed using the Miles and Huberman model (data reduction, data display, conclusion drawing). Media and content experts conducted validation to assess the feasibility, usability, and pedagogical quality of the content. Findings revealed that the Scribus-based learning media effectively increased students’ engagement and comprehension in analyzing fictional elements such as plot, character, and setting. Expert validation results indicated a high feasibility level, with mean scores above 85% in design and content quality. Teachers reported improved classroom interaction and creativity, while students expressed enthusiasm for the visual and interactive format. The study concludes that open-source tools, such as Scribus, can provide cost-effective and pedagogically sound alternatives for developing literary learning media. The integration of ADDIE and multimodal design promotes contextual, engaging, and sustainable learning experiences. Future research should explore multimedia enhancements, such as audio storytelling and cross-curricular applications, to broaden the pedagogical impact.

Rimba Rahmawati; Ika Putra Viratama

Jurnal Insan Pendidikan dan Sosial Humaniora 2026 International Forum of Researchers and Lecturers

Technology-based learning media have now become a primary choice in supporting the learning process in elementary schools, in line with the development of the digital era and the growing demand for more innovative learning approaches. The utilization of technology in education is expected to enhance the quality of teaching and learning processes and encourage active student engagement. One technology-based learning medium considered effective and engaging is BrainPOP, a digital learning platform that presents educational content through interactive animated videos, quizzes, simulations, and various supporting activities designed to suit the characteristics of elementary school students. The selection of BrainPOP is based on its advantages in increasing students’ learning interest, facilitating the understanding of abstract concepts by making them more concrete, and enhancing students’ motivation and retention of learning materials. The visual, communicative, and interactive presentation of content enables students to learn in a more enjoyable and less monotonous manner. This medium is capable of creating an engaging, effective, and student-centered learning atmosphere, thereby fostering an active, creative, and enjoyable learning environment. Therefore, the use of BrainPOP in the learning process is expected not only to improve students’ learning outcomes but also to optimally and sustainably develop their interest, motivation, and engagement in learning.

Imam Rangga Bakti; Yola Permata Bunda; Mohammad Muhsin

Big Data Analytics and Data Science 2026 Asosiasi Pengelola Jurnal Informatika dan Komputer Indonesia

Distributed software systems face significant challenges related to data quality due to their complex, decentralized architecture. These systems often involve multiple nodes responsible for processing and storing data, making it difficult to maintain consistency and ensure accurate data across the entire network. In particular, issues like data inconsistency, latency, and data fragmentation are prevalent in distributed environments. To address these challenges, this study proposes an integrated data quality governance strategy that combines real time monitoring and automated anomaly detection using machine learning models. The proposed strategy aims to improve data consistency, enhance anomaly detection capabilities, and reduce the need for manual intervention, ultimately improving overall data governance in distributed systems. Real time monitoring ensures immediate identification of data issues as they occur, while machine learning models, such as autoencoders and Isolation Forests, automate the detection of anomalies based on high reconstruction errors and data isolation techniques. The study evaluates the proposed strategy through real-world distributed system scenarios, comparing its effectiveness to traditional approaches like periodic audits and manual validation. Results demonstrate that the integrated approach leads to faster anomaly detection, reduced data inconsistencies, and improved overall system performance. The use of advanced machine learning techniques and real time analytics significantly enhances the system's ability to maintain high data quality standards across multiple distributed nodes. This strategy has wide-ranging implications for industries that rely on distributed systems, such as finance, healthcare, and IoT, where data integrity is essential for operational success. Future research can focus on integrating more advanced machine learning techniques and optimizing the real time monitoring framework to handle larger and more complex systems.