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Kayubi Kayubi; Indra Ruswadi; Marsono, Marsono

Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia 2025 Fakultas Teknik Universitas Maritim AMNI Semarang

Depression is one of the mental health problems that often arise in patients with chronic diseases, such as diabetes mellitus, hypertension, and chronic kidney failure. This condition not only impacts the patient's quality of life, but also affects the treatment process and the burden on the family. However, mental health literacy in the community is still low, so targeted preventive and curative efforts are needed. The Community Service Program (PKM) aims to improve people's mental health through educational interventions with scientific booklet media that are easy to understand and apply. The activity method is carried out in a participatory manner, including the preparation stage, socialization, educational implementation, and evaluation. Education is provided to the community with a focus on preventing depression through a healthy lifestyle, stress management skills, and early intervention efforts by seeking professional support. Evaluation is carried out through pre-post tests, observations, and group discussions. The results of the activity showed an increase in public knowledge about depression, a change in attitudes to be more open in expressing feelings, as well as practical skills in relaxation, maintaining sleep patterns, and building social support. Participants also better understand the importance of seeking professional help when depressive symptoms are getting worse. The conclusion of this PKM is that the scientific booklet has proven to be effective as a preventive and curative educational intervention medium, and can be an innovative strategy in improving the mental health of people affected by chronic diseases.

Sumual, Eunike Karunia Natasya

International Journal of Christian and Catholic Philosophy 2025 International Forum of Researchers and Lecturers

This study examines the implementation of Servant Leadership within GMIM Syalom Lelema and its influence on congregational attendance in worship fellowship. Rooted in the theological model of leadership exemplified by Jesus Christ, Servant Leadership emphasizes humility, empathy, presence, and service as core leadership values. Using a qualitative case-study approach, data were collected through observations, interviews, and documentation to understand the relational dynamics between church leaders and congregational participation. The findings reveal that the congregation highly values leaders—pastors, elders, and deacons—who demonstrate genuine care, pastoral presence, and willingness to serve. Acts of pastoral visitation, listening to members’ struggles, and showing humility significantly strengthen emotional and spiritual bonds within the community, resulting in higher attendance and engagement in various worship activities. Conversely, leaders who lack servant-like attitudes tend to receive weaker responses from the congregation, which negatively impacts their participation in worship. The study concludes that Servant Leadership is not merely a theological ideal but a practical necessity within the communal culture of GMIM Syalom Lelema. The model effectively fosters stronger relationships, increases congregational commitment, and enhances the vitality of church fellowship. Keywords: Servant Leadership, Pastoral Ministry, Worship Attendance, Ecclesial Leadership, GMIM Syalom Lelema.

Surmalina Udjhi Ahmad; Rani Safitri

Jurnal Sains dan Kesehatan (JUSIKA) 2025 Universitas Muhamadiyah Manado

Adolescent girls often complain of dysmenorrhea, or discomfort during menstruation, which can range from mild to severe and interfere with daily activities, especially learning. To prevent this disease from lowering the quality of life of adolescents, it must be treated. Education about dysmenorrhea and its treatment is one of the actions that can be taken. The study used a pre-experimental design approach, a quantitative research design, and a single-group pre-test-post-test research plan without a control group design. Using a proportional stratified random sampling approach, 57 female students of class X formed a research sample. The use of films on dysmenorrhea for health education serves as an independent variable of the study. Adolescent girls' knowledge and attitudes about dysmenorrhea function as a study-dependent variable. The validity and reliability of these instruments are checked. Univariate and bivariate analysis were used as data analysis methods in this study. The Wilcoxon Signed Rank Test is used for hypothesis testing. It was determined that health education using dysmenorrhea film had an impact on the knowledge and attitudes of adolescent girls about the treatment of dysmenorrhea based on the findings of the Wilcoxon Signed Rank Test (Asymp.) with a value of 2-tailed 0.000 (p<0.05). The findings of the study showed that among grade 10 students at SMA Negeri 13 Selatan Halamahera, health education through dysmenorrhea films had an impact on the knowledge and attitudes of adolescent girls about the treatment of dysmenorrhea.

Putri Aulia; Winda Dwi Astuti Zebua

Kajian Administrasi Publik dan ilmu Komunikasi 2025 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

After achieving success with the #LoveAvoskinLoveEarth initiative, Avoskin continues its efforts by launching a new eco-friendly campaign called #MulaiDariMejaRias. In this campaign, Avoskin invites skincare product users to be more careful in choosing care items, and to use appropriate products for simplicity and sustainability. Brand image plays a very important role in marketing its products. One way to build a positive view in the community is through campaign activities. This study aims to analyze the impact of the message from the #MulaiDariMejaRias campaign via Instagram @avoskinbeauty, assess Avoskin's Brand Image related to the campaign, and evaluate the influence of public relations messages in the #MulaiDariMejaRias campaign on Avoskin's Brand Image on Instagram. The theory applied in this study refers to Messages from Perloff (2017), Soemirat, Soleh & Ardianto (2018) regarding brand image variables. The approach used in this study is a quantitative approach with a survey method to 86 respondents of Instagram followers @avoskinbeauty, using a random sampling technique. The research results showed a 41% impact of the #MulaiDariMejaRias public relations campaign message on Avoskin's brand image on Instagram. Furthermore, the #MulaiDariMejaRias campaign message was emotionally and linguistically effective, and the campaign successfully improved brand image through audience attitudes.

Ghaitsa Zahira Shaffa; Miftakhus Surur; Dewi Asmaul Husna

Proceeding of the International Conference on Global Education and Learning 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

This study examines the readiness of elementary school teachers to implement AI-based learning in the era of artificial intelligence, as technological advancements increasingly influence instructional practices in basic education. Despite the growing potential of artificial intelligence to support teaching and learning processes, empirical evidence regarding teachers’ preparedness at the elementary level remains limited. This study employed a descriptive quantitative research design involving 18 elementary school teachers. Data were collected using a structured questionnaire consisting of 15 Likert-scale items measuring technological skills, knowledge of artificial intelligence, attitudes toward AI, pedagogical readiness, and infrastructure support. Descriptive statistical analysis revealed that the overall mean score of teachers’ readiness was 4.08, indicating that teachers are generally ready to adopt AI-based learning. Technological skills emerged as the strongest aspect of readiness, reflecting teachers’ familiarity with digital tools and instructional technologies, while infrastructure and institutional support obtained the lowest mean score, highlighting challenges related to facilities, access to technology, and policy support. These findings suggest that although elementary school teachers demonstrate positive readiness and attitudes toward AI-based learning, effective and sustainable implementation requires strengthened institutional support, improved infrastructure, and continuous professional development to maximize the educational benefits of artificial intelligence in elementary education.

M Rizky Ananda Hasibuan; Nurul Aini Harahap; Syarifah Khairatun Hisan

Jurnal Pendidikan dan Kewarganegara Indonesia 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

Examining how well college students grasp the concept of gender equality is the primary goal of this research. In order to achieve social justice and provide equal opportunity for all people, regardless of their gender, gender equality must be upheld. But there are still attitudes and actions that show gender disparity in the classroom. Students from different academic programs filled out questionnaires that were part of a descriptive quantitative research. The majority of pupils had a solid grasp of gender equality or its significance in the classroom, according to the data. Nevertheless, several respondents did not provide very detailed assessments of campus initiatives promoting gender equality.

Rohma Nurunisa; Raya Kamila CB Winata; Rofiq Ibrahim Natis; Zaenul Slam

Jurnal Pendidikan dan Kewarganegara Indonesia 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

Pancasila as the foundation of the state and the national ideology of Indonesia, has a very important function in shaping the moral values, ethics, as well as the attitudes and behavior of state officials. However, the reality of the persistent prevalence of corruption cases reflects a gap between the values contained in Pancasila and the practices of national and state life. This article aims to examine the implementation of Pancasila values in efforts to prevent and address corruption cases in Indonesia. The research method used is a qualitative approach with a literature review method, conducted through an examination of laws and regulations, scientific journals, and various relevant literary sources. The discussion results show that each principle of Pancasila contains anti-corruption values, such as belief in God that instills honesty, humanitarian values that uphold justice, the value of unity that rejects the interests of certain groups, democratic values that emphasize trustworthiness, and the value of social justice for all Indonesian people. However, the implementation of these values has not been carried out optimally due to weak law enforcement and low moral awareness. Therefore, efforts are needed to strengthen Pancasila education, improve the integrity of state officials, and build a collective commitment to realize clean and just governance.

Noor Al-huda Anwar

International Journal of Public Health 2025 Asosiasi Riset Ilmu Kesehatan Indonesia

The study was conducted at Middle Technical University (College of Health & Medical Techniques, Baghdad) from 29Th October 2024 to 15Th January 2025, enrolling 148 students aged 20–24 years (47.3%), 25–29 years (41.9%), 30–39 years (9.5%), and over 40 years (1.4%), Participants completed a structured questionnaire to assess attitudes toward drug abuse. Regarding protective attitudes, 66.2% agreed that educational programs aid prevention, 68.9% viewed better education as protective, 58.8% cited close family ties, and 72.2% recommended avoiding friends who use drugs, Departmental analysis showed the highest proportion of ―good knowledge in Anesthesia Techniques (95.3%) and the lowest in Physical Therapy Techniques (80.2%) While overall awareness of drug abuse is high among health and medical students, misconceptions regarding its symptoms and effects persist. Targeted educational interventions—especially within departments showing lower knowledge—and reinforcement of accurate prevention and treatment strategies are recommended to strengthen students’ competencies in addressing drug abuse.

Rika Purnama Sari

Prosiding Seminar Nasional Ilmu Manajemen Kewirausahaan dan Bisnis 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This research aims to analyze bibliometric data using the supporting application Publish or Perish and mapping tools in VOSviewer with data in RIS format. The method used is descriptive quantitative to examine how Project-Based Learning can enhance creativity skills in entrepreneurship. From the search results, 200 journals were found from the years 2015-2024, which were then grouped into three categories based on their publication year. After categorizing the journal data, the most published articles were in 2022, indicating an opportunity for further research on the theme of entrepreneurial creativity. Entrepreneurial creativity can be possessed by students and can be developed through education. Entrepreneurship education is crucial to fostering creativity, innovation, and entrepreneurship, and provides information to those who wish to establish small-scale businesses. Entrepreneurship education can turn an individual into an entrepreneur and positively influence entrepreneurial attitudes and innovation. Entrepreneurship education not only imparts practical knowledge on how to start and manage a business but also plays a vital role in developing an entrepreneurial mindset, attitude, and skills such as perseverance, resilience to failure, and the desire to learn and grow. Project-based learning models can be used to enhance entrepreneurial motivation, as students not only understand the ideas but can also explain the importance of the knowledge and skills acquired.

Siti Faridah; Kuntoro Kuntoro

Jurnal Cakrawala Pendidikan dan Biologi 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

The evaluation of Indonesian language instruction at the junior secondary level remains predominantly oriented toward lower-order thinking skills, thereby constraining the advancement of students’Higher Order Thinking Skills (HOTS). This situation necessitates the development of comprehensive assessment tools that are coherently aligned with the Merdeka Curriculum. The present study introduces a model for constructing HOTS-oriented assessment instruments targeting procedural text writing in Phase D. The development process was systematically organized through several stages: translating learning outcomes into measurable indicators, preparing assessment blueprints, creating item cards, formulating scoring rubrics for attitudes, knowledge, and skills, and finally analyzing and interpreting the assessment data. These instruments were specifically designed to capture students’ analytical, evaluative, and creative abilities in producing procedural texts that are logical, coherent, and effective. Findings demonstrate that the instruments provide an objective and holistic representation of students’ competency attainment. In summary, the proposed HOTS-based assessment model for procedural text writing is practical, methodical, and contextually relevant, serving as a valuable framework for evaluating Indonesian language learning in accordance with the Merdeka Curriculum principles.

Safira Rosyida; Wiwin Astuti

Pentagon : Jurnal Matematika dan Ilmu Pengetahuan Alam 2025 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

This study was conducted to analyze the relationship between students’ learning motivation and their perception of mathematics with mathematics achievement among tenth-grade students at SMA Al Islam 1 Surakarta. Mathematics was chosen as the focus because it is often considered a subject that presents significant challenges for students, both in terms of conceptual understanding and in shaping positive attitudes toward learning. The study employed a correlational quantitative method, with the population consisting of all tenth-grade students and the sample limited to class X-9, comprising 36 students. The instruments used were a motivation questionnaire, a perception questionnaire, and mathematics learning outcomes obtained from mid-semester test scores. Data analysis included normality testing and Pearson correlation to identify the relationship among variables. The results indicated that learning motivation did not have a significant correlation with mathematics achievement. In contrast, students’ perception of mathematics showed a significant correlation with their academic performance. These findings suggest that students’ positive perceptions of mathematics can play a crucial role in supporting better academic achievement, while motivation alone may not guarantee higher performance. This study contributes to a deeper understanding of the factors influencing mathematics learning outcomes and provides a foundation for further research to develop more comprehensive tools for measuring motivation. Future studies are also encouraged to consider additional variables such as teaching strategies, parental involvement, and the overall learning environment in order to present a broader analysis of student success.

Dina Khairunnisa; Aulia Cantika; Nurul Lailatul Arafah; Habibah Habibah; Choirul Ummah +4 more

Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia 2025 Fakultas Teknik Universitas Maritim AMNI Semarang

The socialization activity on personal and environmental hygiene at SDN 19 Sungai Kakap was conducted to improve students’ knowledge, attitudes, and awareness regarding the importance of maintaining personal cleanliness and a healthy school environment. This activity addressed the common issue of limited understanding and practice of hygiene among elementary school students, which can affect health and learning outcomes. The methods used included interactive counseling sessions, practical demonstrations of proper hygiene practices such as handwashing and waste disposal, and the use of visual educational media to increase student engagement and comprehension. The effectiveness of the activity was measured using pre-test and post-test evaluations. The results showed a 75% increase in students’ knowledge levels after the intervention, accompanied by observable positive behavioral changes related to cleanliness both at school and at home. Students demonstrated improved habits in maintaining personal hygiene and participating in keeping their environment clean. Despite challenges such as limited time allocation and inadequate cleaning facilities, the activity successfully fostered sustainable awareness and encouraged the formation of healthy habits. Therefore, it is recommended that similar socialization activities be conducted regularly using varied educational methods and supported by adequate hygiene facilities to strengthen long-term behavioral change.

Wasalmi Wasalmi; La Ode Amir Ifan

Moral : Jurnal kajian Pendidikan Islam 2025 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

The Qur’an and Hadith, as the primary sources of Islamic teachings, provide a comprehensive value framework regarding the ideal character that should be possessed by both educators and learners. Educators are required to demonstrate sincerity, patience, justice, noble character, and to serve as role models (uswah hasanah) for their students. Education is a fundamental pillar in the formation of individual character and personality. This study aims to examine and analyze the concepts of attitudes and personality of educators and learners based on the Qur’an and Hadith. The method employed is a literature review using a qualitative approach through the analysis of relevant Qur’anic verses and Prophetic traditions. The results of the study indicate that learners are individuals who strive to develop their potential through the learning process within educational pathways, both formal and non-formal, at certain levels and types of education. Among the ethics of learners toward educators are sitting politely in front of the teacher, speaking respectfully, not interrupting the teacher while speaking, listening attentively to the teacher’s explanations, asking questions gently and respectfully when something is not understood, attending school regularly, avoiding truancy and lateness without valid reasons, entering the classroom promptly before the teacher arrives, and obeying the teacher’s advice.

Rabiatul Adawia Pinang; Nila Widya Keswara

Jurnal Sains dan Kesehatan (JUSIKA) 2025 Universitas Muhamadiyah Manado

Exclusive breastfeeding during the first six months of life is an effective public health intervention that contributes significantly to improving the health of both infants and mothers. Despite its well-documented benefits, the practice of exclusive breastfeeding still encounters various challenges, one of which is related to mothers’ attitudes toward breastfeeding. Health education is considered a key strategy in shaping positive maternal attitudes, which are essential for behavioral change. This study aims to analyze the effect of education on the importance of exclusive breastfeeding on mothers’ attitudes. The study employed a quasi-experimental design with a pretest–posttest one-group approach. The sample consisted of 30 mothers with infants aged 0–6 months, selected using a consecutive sampling technique. Attitudes were measured before and after the educational intervention using a Likert scale-based questionnaire. Data analysis included univariate and bivariate methods, with Fisher’s Exact Test at a significance level of 0.05. The results showed an increase in positive attitudes from 23.3% before education to 80.0% after. However, the statistical test indicated no significant relationship (p = 0.170). Nevertheless, education demonstrated potential in promoting positive attitude changes and remains important for continuous implementation.

Betty Nila Purnamasari; Fajar Akbar Islamic; Setyasnomo; Bayu Riyadi Widhiyanto

jurnal ABDIMAS Indonesia 2025 STIKes Ibnu Sina Ajibarang

The rapid development of urban areas has created significant challenges in mobility, particularly the increasing use of private motor vehicles, which contributes to traffic congestion, air pollution, greenhouse gas emissions, and a decline in the quality of urban life. Sustainable transportation emerges as a solution by emphasizing the balance between environmental, social, and economic aspects through the use of eco-friendly modes such as public transport, walking, and cycling. However, the adoption rate of these modes remains relatively low due to perceptions of convenience, car-oriented culture, and limited environmental awareness. This study aims to analyze the implementation of sustainable transportation education as a strategy to raise urban communities’ awareness of eco-friendly mobility. The research employs a qualitative approach with descriptive analysis based on literature studies. Findings indicate that the use of digital media, social campaigns, and community participation plays a crucial role in shaping positive attitudes, new social norms, and pro-environmental behavior. Effective education not only delivers information but also builds values, norms, and new habits that support sustainable mobility. Furthermore, multi-stakeholder collaboration among government, communities, and the private sector strengthens the effectiveness of educational programs. Evaluation results show that continuous education enhances transportation literacy, ecological awareness, and urban quality of life. Thus, the implementation of sustainable transportation education serves as a strategic foundation for transforming urban mobility toward a healthier, inclusive, and equitable transportation system.

Khansa Hani Zhahira; Dewi Rani Gustiasari; Ristan Kenedi; Rudolf Frinsiarman Jepiter Zalukhu; Sarifah Sarifah

Jurnal Motivasi Pendidikan dan Bahasa 2025 International Forum of Researchers and Lecturers

Podcasts as digital communication media have continued to grow and have become an important platform for delivering ideas, opinions, and public education. This study aims to analyze locutionary, illocutionary, and perlocutionary speech acts in the YouTube content Podcast Warung Kopi (PWK) entitled “Mental Dr. Tirta Turun, Gara-Gara Video Marah-Marah Dilihat dan Ditiru Sama Anaknya.” This research employs a descriptive qualitative method using listening and note-taking techniques to examine the utterances produced by the host and the guest speaker. The data consist of transcribed conversations that are classified based on Austin’s speech act theory. The findings reveal 17 speech act data, consisting of 4 locutionary acts, 9 illocutionary acts including assertive, directive, expressive, and commissive types, and 4 perlocutionary acts. These results indicate that podcasts function not only as entertainment and information media but also as effective tools in influencing listeners’ attitudes, raising awareness, and shaping behavioral responses, particularly in relation to health and social issues.

Raditya Arya Pamungkas; Devina Vita Tanudjaja; Gandris Rahmadillah; Diajeng Ayu Kartini; Nabil Edika M.A +1 more

GARUDA : Jurnal Pendidikan Kewarganegaraan dan Filsafat 2025 International Forum of Researchers and Lecturers

Pancasila is a guideline in life that guides the formation of character to become better and considers the norms and values contained within an individual. This study aims to analyze how the implementation of Pancasila values can be realized in the digital era. The method used is a literature study (library research) by reviewing various journals, books, and scientific sources related to the relevance and challenges of Pancasila in the digital era. The results of the study show that most people have implemented Pancasila values through attitudes of mutual respect, mutual care, upholding tolerance, being responsible in all actions, and actively participating in creating a safe and harmonious social media environment in the digital era. This study concludes that strengthening the implementation of Pancasila in the digital era can contribute to the development of ethical, integrity-driven, and nationally aware character. nationality. Therefore, it is necessary to make efforts for self-awareness to continue upholding the values of Pancasila by shaping oneself according to the principles contained in Pancasila.  

Ali Asman Harahap; Syahrul Handoko Nainggolan; Candra Meriani Damanik; Yuni Shanti Ritonga; Satriani H. Gultom +1 more

International Journal of Public Health 2025 Asosiasi Riset Ilmu Kesehatan Indonesia

Background: Dietary adherence is a crucial component in the management of patients with chronic kidney disease (CKD) undergoing hemodialysis. Non-adherence may lead to metabolic imbalance, increased morbidity, and reduced quality of life.Objective: To identify factors associated with dietary non-adherence among patients with CKD undergoing hemodialysis at Imelda Hospital, Medan. Methods: A cross-sectional study was conducted among patients undergoing routine hemodialysis. Data were collected using structured questionnaires assessing knowledge, attitudes, and family support related to dietary adherence. Statistical analysis was performed using chi-square tests and logistic regression with a significance level of p < 0.05. Results: Knowledge, attitudes, and family support were significantly associated with dietary non-adherence (p < 0.05). Family support was identified as the most influential factor. Conclusion: Dietary non-adherence among hemodialysis patients is influenced by knowledge, attitudes, and family support. Strengthening patient education and family-centered nursing interventions is essential to improve dietary adherence.

Dwi Aghniya Ilmi; Muhammad Assyf Arron Zanzabil; Qonita Khoerunnisa; Mohammad Ikhsan Maulana Al-Adli; Siyono Siyono

Hikmah : Jurnal Studi Pendidikan Agama Islam 2025 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

Madhhab fanaticism in Islamic education, which appears in fiqh teaching practices that tend to absolutize a single madhhab, restrict dialogical space, and insufficiently appreciate the diversity of scholarly opinions. Such conditions may foster exclusive and intolerant religious attitudes among students. To respond to this problem, the study employs a qualitative approach with a library research design by critically examining books, journal articles, and documents related to fiqh madhhabs, Islamic education, religious moderation, and multicultural education. The data are analyzed using content analysis and descriptive–analytical techniques to map the forms of madhhab fanaticism in the learning process, the stages of transformation in madhhab understanding, and the pedagogical strategies that support the emergence of tolerant attitudes. The findings indicate that the transformation toward a more tolerant understanding of madhhabs is supported by curricula that accommodate comparative fiqh (multi-madhhab), inclusive learning materials, dialogical teaching methods, and teachers’ role modeling of moderate attitudes. Inhibiting factors include deeply rooted madhhab fanaticism, the dominance of conservative curricula, ideological bias in textbooks, and a weak culture of critical thinking. It is concluded that strengthening fiqh instructional design that consciously integrates religious moderation and multicultural education is essential for shifting madhhab understanding from patterns of fanaticism to patterns of tolerance within Islamic educational institutions.

Rinna Rachmatika; Kecitaan Harefa

International Journal of Educational Technology and Society 2025 Asosiasi Periset Bahasa Sastra Indonesia

The integration of Artificial Intelligence (AI) into educational settings, particularly in formative assessments, offers significant benefits in terms of personalized learning, real time feedback, and increased efficiency. However, the successful implementation of AI driven formative assessments depends not only on technological capabilities but also on socio cultural and organizational factors that shape its adoption. This study explores the socio technical factors influencing the use of AI in formative assessments, emphasizing the importance of considering cultural diversity, institutional culture, and educators' beliefs. AI technologies, while powerful in automating grading and providing personalized assessments, often face limitations in addressing complex student responses that require human judgment. Furthermore, cultural factors, such as students' prior exposure to technology and different cultural attitudes towards AI, play a critical role in the acceptance and effectiveness of these tools. Organizational factors, including leadership support, digital literacy, and the readiness of institutions to adopt AI, are also key determinants in the successful implementation of AI systems in education. Teachers’ beliefs about assessment influence their acceptance and use of AI tools, highlighting the need for professional development and training to ensure that AI enhances pedagogical goals rather than replacing human expertise. The study concludes that the alignment of technology, culture, and assessment beliefs is essential for the effective use of AI driven formative assessments in educational settings. Recommendations for educational institutions include adopting a socio technical approach to AI integration, with a focus on providing resources, training, and fostering a culture of innovation. Future research directions should focus on expanding studies to diverse educational contexts, conducting longitudinal research on AI’s impact on learning outcomes, and exploring additional socio technical frameworks to guide AI adoption in education.