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Malihatin Malihatin; Eko Handoyo; Hanafi Hussin; Indriana Eko Armadi

Jurnal Riset Rumpun Ilmu Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

This study aims to map the trends, integration forms, effectiveness, and contribution of ethnomathematics in elementary school mathematics learning toward national cultural preservation. A systematic literature review (SLR) approach following the PRISMA 2020 protocol was employed. Searches across four academic databases (Scopus, Google Scholar, CrossRef, and Semantic Scholar) yielded 1,176 articles, from which 30 articles met the inclusion criteria. Results indicate that ethnomathematics research in elementary schools has increased significantly during 2023–2026, particularly following the implementation of Kurikulum Merdeka. The three most dominant forms of integration are digital modules and media (53.3%), traditional games (33.3%), and ethnomathematics-based worksheets (13.3%). Geometry and measurement is the most researched mathematics topic (50.0%), and conceptual understanding shows the most significant improvement (40.0%). Beyond improving mathematics achievement, ethnomathematics integration contributes to cultural preservation through cultural contextualization in learning (60.0%), strengthening cultural identity and values (26.7%), and active local cultural preservation (10.0%). The study recommends teacher training, curriculum policy strengthening, cross-sector collaboration, and further research to sustain ethnomathematics implementation in Indonesian elementary schools.

Aolia Lavianis; Nayla Adibah; Rizka Ramdhina Anwar; Nada Adha; Muhammad Zaki Maulida Fauzan +1 more

Jurnal Ilmu Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

Digital transformation in higher education has created a new paradigm in instructional interACTION, especially in the use of synchronous learning platforms. This study evaluates the strategy of choosing learning media between Zoom Meeting, Google Meet dan Microsoft Teams using the ACTION framework (Access, Cost, Technology, Interactivity, Organization, Novelty). This study is set against the background of academic adjustment policies at UIN Syarif Hidayatullah Jakarta, where lectures were moved to a full online format during the Ramadan period to support learning effectiveness and the solemnity of worship. The main focus of the research is to analyze the level of media inclusivity based on the burden of quota costs (cost) and the technological readiness of devices (technology) owned by students. The method used is a comparative study with a descriptive survey approach to active students. The results of the study are expected to provide recommendations for educators in choosing the most efficient and supportive platform for the economic and technical conditions of students in the digital transition period.

Nailatul Karimah; Iqnatia Alfiansyah; Nataria Wahyuning Subayani

Jurnal Ilmu Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

This study aimed to describe: (1) the development process of the Eksotika Pop-Up Book media on local wisdom material for fourth-grade elementary school students, (2) the validity of the media, (3) its effectiveness, and (4) students’ responses toward the media. This research employed a Research and Development (R&D) method using the ADDIE model, consisting of Analyze, Design, Development, Implementation, and Evaluation stages. The study was conducted at UPT SDN 256 Gresik. Data were collected through interviews, observations, validation questionnaires from media and material experts, student response questionnaires, and learning outcome tests. The results showed that the Eksotika Pop-Up Book media was feasible for use in learning activities, obtaining a media expert validation score of 95.31% and a material expert validation score of 93.75%, both categorized as very valid. The media and content were aligned with the learning objectives and supported students’ understanding of local wisdom traditions in Gresik, including Rebo Wekasan, Malam Selawe, Pasar Bandeng, Sanggring, Pencak Macan, and Damar Kurung. Therefore, the Eksotika Pop-Up Book is considered valid and feasible as an alternative learning medium for Grade IV IPAS learning.

Elsa Pramudita; Cinta Aprilia Putri; Wiwin Luqna Hunaida

Jurnal Ilmu Sosial, Bahasa dan Pendidikan 2026 Pusat Riset dan Inovasi Nasional

Group-based learning in the classroom plays a vital role in enhancing social interaction, individual responsibility, as well as students' critical thinking and collaborative skills. However, its implementation often faces challenges such as the dominance of certain members, social loafing, low participation, and interpersonal conflicts that hinder group effectiveness. This study aims to comprehensively examine the dynamics of learning groups by integrating four key aspects: the concept of group dynamics based on the Tuckman model, the characteristics of effective groups in cooperative learning, group formation techniques, and conflict management strategies. The research utilizes a qualitative approach with a literature study method, analyzing 25 sources including nationally accredited journals, academic books, and theses published between 2020 and 2024. Data analysis was conducted through reduction, thematic classification, content analysis, and conceptual synthesis. The results indicate that effective group dynamics can be achieved through the Tuckman stages, the application of the five elements of cooperative learning, the selection of appropriate group formation techniques with risk mitigation, and the implementation of the Thomas-Kilmann conflict management styles.The scientific contribution of this research is the development of an integrative model based on these four aspects, which serves as a conceptual framework to strengthen collaborative learning practices in the classroom. Practical implications include the formation of ideal groups consisting of 4–5 students, the establishment of initial group contracts, the use of dual assessment rubrics (individual and group), and peer evaluation mechanisms to enhance accountability and reflection.

Mohamad Sodikin; Fadjar Setiyo Anggraeni; Endang Sarwiningsih Setyawulan; Windi Novia Ratri Wardhani; Ratih Pratiwi +3 more

Journal of Economic Empowerment and Community Service 2026 STIE Cendekia Karya Utama

This community service program aimed to improve household welfare, nutritional literacy, and stunting prevention awareness through halal seafood processing training for housewives in North Semarang District, Semarang City, Indonesia. The program involved 42 participants and was implemented using a participatory approach combined with experiential learning methods, integrating theoretical sessions, practical food processing training, nutrition counseling, and basic entrepreneurial education. Program effectiveness was evaluated through participant observation and post-activity semi-structured interviews. Success indicators were determined based on participant responses, with the target that at least 80% of participants reported increased knowledge and understanding of balanced nutrition, seafood utilization, and halal-thayyib food processing principles. Findings indicated that more than 80% of participants acknowledged improved understanding of B2SA nutrition concepts, seafood-based food processing techniques, and opportunities for small-scale household entrepreneurship. Participants also demonstrated high engagement during practical sessions and expressed interest in developing value-added seafood microenterprises. This program contributes an integrated community empowerment model combining nutrition education, women’s economic empowerment, Islamic dietary values, and local resource utilization, which may serve as a replicable strategy for urban communities facing nutritional and economic vulnerabilities

Mohamad Sodikin; Asih Niati

Journal of Economic Empowerment and Community Service 2026 STIE Cendekia Karya Utama

This community service program aimed to improve teachers’ understanding and practical skills in preparing Classroom Action Research (CAR) proposals among senior high school teachers in Semarang City, Indonesia. Classroom Action Research is an essential component of teacher professional development, enabling educators to systematically identify classroom problems, implement pedagogical interventions, and evaluate learning improvement strategies. However, many teachers encounter difficulties in translating classroom challenges into structured research proposals. The program involved 22 teachers from public and private senior high schools in Semarang City and was implemented using a participatory and experiential learning approach integrating theoretical sessions, guided discussion, proposal-writing workshops, and direct mentoring. Training materials covered classroom problem identification, research cycles, proposal structure, formulation of objectives, intervention design, and indicators of success. Program effectiveness was evaluated through direct assessment of participants’ practical outputs. The success indicator was defined as a minimum of 90% of participants being able to prepare an initial classroom action research proposal draft correctly according to the provided guidelines. The results showed that the program successfully achieved its target, with 90.9% of participants able to produce an initial classroom action research proposal draft containing essential proposal components. Participants also demonstrated improved confidence and understanding regarding classroom-based research implementation. This program contributes a practical professional development model integrating research literacy enhancement and hands-on proposal writing practice to strengthen teachers’ reflective teaching and evidence-based instructional improvement capacity.

Rizky Aprilia Andinda Putri

Jurnal Pengabdian dan Keberlanjutan Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

The development of discipline in children should begin at an early age, particularly in managing time for studying, playing, worship, and resting. Simple time management assistance activities are conducted to help children understand the importance of time regulation and to foster disciplined behavior in their daily activities. These activities include introduction sessions, material delivery, question-and-answer sessions, as well as the distribution of gifts and group photo sessions, all carried out in an interactive and participatory manner. The results indicate that children begin to organize their daily schedules, follow instructions, and demonstrate gradual improvements in discipline. The research method used is Participatory Action Research (PAR), which actively involves children, facilitators, and teachers/ustadzah in the stages of planning, implementation, observation, and reflection. This approach enables children to learn by doing, fostering a sense of responsibility, critical thinking skills, and the development of positive habits in a sustainable manner. The activity is also supported by the active participation of teachers/ustadzah and the facilitation team to enhance the effectiveness of the learning process; therefore, simple time management assistance based on the PAR method is effective in fostering discipline and orderliness in children from an early age.

Daffa Nayla Oktavia Hermawan Putri

Jurnal Pengabdian dan Keberlanjutan Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

This Community Service (PKM) activity aims to improve the memorization skills of students through a program to familiarize them with memorizing daily prayers at the Syubbanul Qur'an Islamic Boarding School (TPQ) in Jambangan, Surabaya. The background to this activity is based on the low ability to memorize daily prayers of students and the lack of habituation in daily life due to limited mentoring in the family environment. The method used in this activity is the Asset Based Community Development (ABCD) approach which emphasizes the utilization of potential and assets owned by the community. The stages of the activity include discovery, dream, design, and destiny which are carried out systematically and participatory. Data collection techniques are carried out through observation and interviews to determine the development of students' memorization skills and the effectiveness of the program. The results of the activity show an increase in the ability to memorize daily prayers, marked by an increase in the number of memorizations, fluency in pronunciation, and increased self-confidence of students. In addition, this program also has an impact on the formation of religious character, discipline, and positive habits in daily life. The program's success was supported by the active involvement of the ustadz/ustadzah (Islamic teacher) and parents, as well as a conducive learning environment. Despite several obstacles, such as differences in student abilities and time constraints, the program remained effective. Thus, the habit of memorizing daily prayers has proven to be an effective strategy for improving memorization skills and sustainably shaping the students' religious character.

Arnelita Ayu Az-zahwa; Herdiani Romadhona; Annisa Aulia Rahmah; Blezend Syahrira Rona Maynando; Yesha Verlita Evelin +3 more

Jurnal Media Administrasi 2026 Universitas 17 Agustus 1945 Semarang, Indonesia

This study aims to analyze the optimization of regional expenditure in the education sector of Surabaya City for the 2025 fiscal year in supporting regional development. The research uses a descriptive qualitative approach through observation, interviews, and documentation studies conducted at the Surabaya City Education Office. Data were obtained from relevant stakeholders involved in education budget management and supported by official documents related to policies and the implementation of education programs. The results show that the management of education expenditure has been aligned with the Regional Medium-Term Development Plan (RPJMD) and applies the money follow program principle, which prioritizes programs based on community needs and development priorities. Programs such as Regional School Operational Assistance (BOPDA), educational assistance for students, school infrastructure development, and community-based learning innovations have contributed to expanding access to education, improving the equity of educational services, and reducing dropout rates. In addition, the use of monitoring systems, periodic evaluation, and the involvement of multiple stakeholders in supervision has strengthened transparency and accountability in budget management. However, several challenges remain, including limited implementation time, procurement constraints, and economic conditions such as inflation. Overall, education expenditure in Surabaya has been managed relatively well in terms of effectiveness, efficiency, and accountability while still requiring continuous improvement

Sugiarti, Ika; Salsabila, Muna Maimunah; Windyastuti, Erlina

Pemberdayaan Masyarakat: Jurnal Aksi Sosial 2026 Lembaga Pengembangan Kinerja Dosen

Bullying is a social problem that still frequently occurs in elementary school settings and may negatively affect children’s psychological development. Improving knowledge from an early age is one of the preventive efforts to reduce bullying behavior. This study aimed to determine the effectiveness of the educational snakes and ladders game as a learning medium in improving students’ knowledge about bullying at SD Negeri 3 Wonorejo, Karanganyar. This study employed a pre-experimental one-group pretest-posttest design. The subjects were 23 fourth- and fifth-grade students. The instrument was a questionnaire assessing knowledge of bullying. The results showed an increase in the students’ average knowledge scores after the intervention using the Snakes and Ladders game. This medium was proven to deliver educational messages in an interesting, enjoyable, and effective way, while also encouraging positive interaction among students during the learning process. The educational snakes and ladders game can therefore be used as an alternative educational medium for bullying prevention in elementary schools.

Sugiarti, Ika; Salsabila, Muna Maimunah; Windyastuti, Erlina

Pemberdayaan Masyarakat: Jurnal Aksi Sosial 2026 Lembaga Pengembangan Kinerja Dosen

Bullying is a social problem that still frequently occurs in elementary school settings and may negatively affect children’s psychological development. Improving knowledge from an early age is one of the preventive efforts to reduce bullying behavior. This study aimed to determine the effectiveness of the educational snakes and ladders game as a learning medium in improving students’ knowledge about bullying at SD Negeri 3 Wonorejo, Karanganyar. This study employed a pre-experimental one-group pretest-posttest design. The subjects were 23 fourth- and fifth-grade students. The instrument was a questionnaire assessing knowledge of bullying. The results showed an increase in the students’ average knowledge scores after the intervention using the Snakes and Ladders game. This medium was proven to deliver educational messages in an interesting, enjoyable, and effective way, while also encouraging positive interaction among students during the learning process. The educational snakes and ladders game can therefore be used as an alternative educational medium for bullying prevention in elementary schools.

Syamsuardi Syamsuardi; Usman Usman; Hasmawaty Hasmawaty; Intisari Intisari; Muqimah Surganingsih

Jurnal Inovasi Sosial dan Pengabdian 2026 Lembaga Pengembangan Kinerja Dosen

The digital era demands a fundamental transformation in the role of early childhood educators, shifting from passive technology consumers to active architects of digital literacy. However, the dominance of technocentric views often acts as a substantial psychological and pedagogical barrier for teachers in regional areas. This collaborative community service project aims to reconstruct the paradigm of 50 kindergarten teachers in Bulukumba Regency by integrating "unplugged coding" logic and deep learning into play-based learning. Utilizing a Product-Based Intensive Training method with a "Logic over Laptop" strategy, the program focused on deconstructing technology-related stigmas and reconstructing teachers' ability to transform abstract concepts into safe, concrete media for children. Data analysis revealed a significant shift in teacher paradigms; while the majority were initially in the "less successful" category, 100% of participants reached positive categories (successful and very successful) post-intervention. Statistically, the program's effectiveness was evidenced by a dramatic increase in mean scores from 18.04 to 31.24 (p < 0.05) and an N-Gain score of 0.778, classified as highly effective. Furthermore, the partner satisfaction index reached 4.82 (very satisfied), confirming that the tri-campus collaboration model (STAI Al-Gazali, UNM, and Unismuh) is highly relevant to the implementation of the Merdeka Belajar curriculum. This project concludes that strengthening digital literacy through non-digital algorithmic reasoning effectively dismantles technical barriers for teachers while ensuring the safety of child development in the digital age.

Ceciliana Theresa Gat; Veki Edizon Tuhana; Sharon Claudia Rambu Podu Diah

Jurnal Media Administrasi 2026 Universitas 17 Agustus 1945 Semarang, Indonesia

Interpersonal communication is the main foundation in the process of communication and interaction in life, including in the context of caregivers and children with disabilities at orphanages, enabling the creation of emotional closeness, also known as bonding. This study uses a qualitative approach with data collection methods through interviews, participatory observation, and documentation studies. The results of this study illustrate that the interaction process between caregivers and children with disabilities occurs through interpersonal communication involving the use of verbal and nonverbal communication. In addition, emotional closeness through the communication process does not form immediately, but rather through stages leading to emotional closeness established in the interaction between caregivers and children with disabilities at the Bhakti Luhur Orphanage in Baumata Village. Nevertheless, in the interaction process, there are certainly obstacles that disrupt the effectiveness of communication and interaction, namely limitations in resources, learning challenges in interacting with children with special needs, and communication problems such as miscommunication. However, all of these can be overcome by caregivers who strive to become parental figures for children with disabilities through evaluation processes and intensive approaches with each child.

Erikson Damanik; Edo Maranata Tambunan; Meylida Girsang; Khansa Khalishah; Toras Pangindoan Batubara +2 more

Pemberdayaan Masyarakat: Jurnal Aksi Sosial 2026 Lembaga Pengembangan Kinerja Dosen

The rapid advancement of digital technology in higher education has transformed learning and assessment systems, particularly through the adoption of Learning Management Systems (LMS) and Computer-Based Tests (CBT). However, many university students still face challenges in adapting to digital examination environments due to limited technical experience and digital literacy. This Community Service Activity (PKM) aims to enhance students’ academic readiness and digital competence through the implementation of a Moodle-based LMS at Universitas Murni Teguh. The activity was conducted in the form of an interactive workshop, including system introduction, simulation of CBT, guided practice, and discussion sessions involving university students and lecturers. The results showed a significant improvement in students’ understanding of LMS features, confidence in using CBT systems, and ability to manage digital-based examinations effectively. Active participation and engagement during the sessions reflected high enthusiasm and adaptability toward digital learning transformation. This activity demonstrates that the implementation of LMS Moodle is effective in improving academic preparedness and digital literacy among students, and can serve as a sustainable model for strengthening technology-based learning in higher education institutions.

Erikson Damanik; Edo Maranata Tambunan; Meylida Girsang; Khansa Khalishah; Toras Pangindoan Batubara +2 more

Pemberdayaan Masyarakat: Jurnal Aksi Sosial 2026 Lembaga Pengembangan Kinerja Dosen

The rapid advancement of digital technology in higher education has transformed learning and assessment systems, particularly through the adoption of Learning Management Systems (LMS) and Computer-Based Tests (CBT). However, many university students still face challenges in adapting to digital examination environments due to limited technical experience and digital literacy. This Community Service Activity (PKM) aims to enhance students’ academic readiness and digital competence through the implementation of a Moodle-based LMS at Universitas Murni Teguh. The activity was conducted in the form of an interactive workshop, including system introduction, simulation of CBT, guided practice, and discussion sessions involving university students and lecturers. The results showed a significant improvement in students’ understanding of LMS features, confidence in using CBT systems, and ability to manage digital-based examinations effectively. Active participation and engagement during the sessions reflected high enthusiasm and adaptability toward digital learning transformation. This activity demonstrates that the implementation of LMS Moodle is effective in improving academic preparedness and digital literacy among students, and can serve as a sustainable model for strengthening technology-based learning in higher education institutions.

A.M Fadli Mappisabbi; Mursalin Mursalin; Nurasia Natsir

International Journal of Economics, Management and Accounting 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The effectiveness of public sector organizations in delivering quality services and achieving their mandates depends critically on how they manage their human resources. This study examines the relationship between strategic human resource management (SHRM) practices and organizational performance in Indonesian public sector organizations. Employing a mixed-methods research design, data were collected from 312 public sector managers and HR professionals across 45 government agencies through surveys and 32 in-depth interviews. The research investigates five key SHRM dimensions: strategic recruitment and selection, performance management systems, employee development and training, compensation and rewards, and employee engagement. Findings reveal significant positive relationships between SHRM practices and multiple performance indicators including service quality, operational efficiency, employee productivity, and organizational innovation. Regression analysis demonstrates that SHRM practices collectively explain 47.3% of variance in organizational performance scores. Qualitative data illuminate implementation challenges including limited HR professional capacity, rigid civil service regulations, political interference, and resistance to performance-based management. The study identifies critical success factors such as top management commitment, alignment between HR strategy and organizational strategy, investment in HR analytics capabilities, and cultural transformation toward merit-based practices. Results indicate that high-performing public organizations distinguish themselves through systematic talent management, data-driven HR decision-making, continuous learning cultures, and stronger linkages between individual performance and organizational outcomes. This research contributes empirical evidence on SHRM effectiveness in public sector contexts and provides actionable recommendations for HR practitioners and policymakers seeking to leverage human capital for improved public service delivery.

Turki, Muhamad; Dinar Ristanti, Clara Bonita

Proceeding. of The International Conference on Business and Economics 2026 Universitas 17 Agustus 1945 Semarang

Higher education management at the master's level currently faces urgent challenges, namely learning fatigue and low engagement among professional students, especially in Prior Learning Recognition (RPL) classes. Currently, lecturers still tend to apply conventional learning methods based on static presentations that fail to accommodate andragogical characteristics due to a lack of dynamic interaction. Therefore, this study aims to evaluate the effectiveness of the “Humanistic Digital Andragogy” approach through the integration of gamification (Kahoot) and visual thinking (Whimsical) in the Strategic Human Resource Management course. The researchers used a descriptive qualitative design with thematic analysis and collected data through feedback from students in the Master of Management Program (Semarang and Sorong classes). The results revealed that technology served as a double catalyst: Whimsical visualization effectively reduced the cognitive load of complex strategy material, while competition in Kahoot triggered positive adrenaline (eustress) that increased attention. These findings confirm that the success of technology is highly dependent on the role of lecturers as humanistic facilitators (high-touch). This synergy has been proven to change students' perceptions of HRM from merely administrative to strategic partners, as well as creating learning satisfaction that is relevant to the world of work.

Ansari, Majid; Englishtina, Inti; Dwi Putranti, Honorata Ratnawati

Proceeding. of The International Conference on Business and Economics 2026 Universitas 17 Agustus 1945 Semarang

The mining sector is widely recognized as a high-risk industry characterized by complex social, environmental, and organizational challenges. In response, sustainability governance in mining has predominantly relied on institutional mechanisms such as regulations, voluntary standards, and sustainability reporting frameworks. However, growing evidence indicates that these approaches often fail to generate substantive sustainability outcomes because they insufficiently address human and organizational dimensions. This literature review aims to synthesize existing research on sustainability governance in the mining sector by shifting the analytical focus from institutional sustainability to human behavioral engagement. Using a systematic and thematic literature review approach, this study analyzes peer-reviewed articles indexed in Scopus that examine sustainability governance, human behavior, and organizational dynamics in the mining sector. The findings reveal a persistent gap between formal sustainability commitments and actual practices, frequently manifested in symbolic compliance and greenwashing. The review further demonstrates that human behavior—shaped by employee engagement, trust, perceived justice, and organizational culture—plays a decisive role in determining the effectiveness of sustainability governance. Moreover, the literature highlights the limitations of rigid, top-down governance models in managing the complexity and uncertainty inherent in mining systems, emphasizing the relevance of adaptive governance approaches that promote learning, flexibility, and stakeholder participation. This study contributes to the literature by integrating institutional, behavioral, and adaptive governance perspectives into a human-centered framework. Practically, it underscores the strategic role of human resource management in translating sustainability commitments into meaningful behavioral change and long-term sustainability outcomes in the mining sector.

Elyana Rosyita; Khamdun Khamdun; Fatikhatun Najikhah

Jurnal Riset Rumpun Ilmu Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

Early reading skills are fundamental competencies that must be mastered by elementary school students, as they serve as the foundation for future academic success. However, conventional teacher-centered instruction often fails to maximize students’ active engagement in learning. This study aims to analyze the effectiveness of the Project Based Learning model assisted by mind mapping media in improving the early reading skills of second-grade elementary students. This research employed a quantitative approach with an experimental design. The participants were second-grade students who received instruction through the Project Based Learning model assisted by mind mapping media. Data were collected using reading skill tests administered before and after the treatment. The data were analyzed to identify differences in students’ reading abilities following the implementation of the learning model. The findings indicate that the implementation of Project Based Learning assisted by mind mapping media has a positive effect on students’ early reading skills. The model promotes active student participation, enhances critical and creative thinking skills, and facilitates comprehension through structured visual representation of concepts. Furthermore, the learning environment becomes more interactive and meaningful, increasing students’ motivation to engage in reading activities. Therefore, the Project Based Learning model assisted by mind mapping media is recommended as an alternative instructional strategy to improve early reading skills in elementary schools.

Rizka Dian Misary; Reni Oktavia; Ratna Septiyanti; Doni Sagitarian Warganegara

DHARMA EKONOMI 2026 sekolah Tinggi Ilmu Ekonomi Dharmaputra Semarang

Financial distress is a condition of declining financial health of a company that can develop gradually and lead to business failure if not detected early. With the increasing complexity of the business environment and the limitations of conventional statistical methods, Artificial Intelligence/AI is increasingly being adopted in the development of early warning systems (EWS) to predict financial distress. This study aims to examine the development of AI-based EWS research, identify the most widely used algorithms, and evaluate the effectiveness of AI models compared to conventional methods in predicting financial distress. The method used is a comprehensive systematic literature review of 15 relevant scientific articles. The results show that the paradigm has shifted from statistical models to machine learning and deep learning. Random Forest and Artificial Neural Network are the most widely used algorithms and have better predictive performance. This study offers a conceptual synthesis of the progress, effectiveness, and challenges of applying AI in predicting financial distress and opens opportunities for further research on the development of contextual and interpretative EWS.