Publication Search

Durian Bhineka Bawor is one of the leading local commodities of Alasmalang Village with high economic potential. However, product promotion and marketing activities are still dominated by conventional methods and limited local networks, resulting in restricted market access, low competitiveness, and the absence of structured product information documentation. This community service program aims to address these challenges through the implementation of an interactive website integrated with an AI Agent, serving as a centralized information platform as well as a digital product ordering service. The main objectives of this program are to strengthen local durian branding through the utilization of modern digital technology, expand market reach, and enhance community digital literacy. The implementation method was carried out in several stages, including program coordination and socialization, content needs assessment, website design and development, AI Agent and WhatsApp server integration, system testing, manager training, official deployment, and continuous assistance. The AI Agent provides interactive services in the form of product information delivery, personalized recommendations, and order facilitation directly connected to the admin dashboard and social media platforms, thereby accelerating transaction processes and improving consumer experience. The expected outcomes of this program include the establishment of a more professional, transparent, and efficient promotion and ordering system for Durian Bhineka Bawor products. The developed platform is expected to expand market access, increase product sales, and create new digital-based business opportunities. Furthermore, this program contributes to community empowerment by improving digital skills and technology management capabilities to support local economic independence and competitiveness.

Heart disease is the leading cause of death in Indonesia and globally, necessitating an early screening system that is both accurate and clinically trustworthy. Although XGBoost demonstrates high predictive performance, its black-box nature undermines clinical trust, while low recall risks missed diagnosis an unacceptable consequence in population screening, especially in middle-income countries with limited healthcare resources. This study aims to develop a sensitive, transparent, and implementation-ready heart disease screening framework through the integration of SHAP-based Explainable AI. The CDC's Indicators of Heart Disease dataset (319,795 samples) was processed according to WHO/CDC standards, followed by class imbalance handling, hyperparameter optimization using RandomizedSearchCV, evaluation based on metrics sensitive to minority classes (AUC, recall, F1-score, AUC-PR), and threshold tuning to maximize recall. The baseline model showed a very low recall of 12.18%. After optimization and threshold tuning at 0.10, the model achieved recall >96% (96.79%) with a G-mean of 0.7477, supported by SHAP interpretation stability and the ability to capture non-linear interactions between advanced age (AgeCategory_WHO) and poor general health (GenHealth). SHAP analysis confirmed the alignment of dominant features with medical evidence, and its visualizations provide transparent explanations for healthcare professionals indicating its potential implementation as an interpretable clinical decision support system.

Gethsemane Salatiga website using Jakob Nielsen’s heuristic evaluation method combined with a triangulation approach. The evaluation involved 20 respondents, consisting of 7 UI/UX experts and 13 general users and guests, who assessed the website based on Nielsen’s ten heuristic principles, including visibility of system status, match between system and the real world, user control and freedom, consistency and standards, error prevention, recognition rather than recall, flexibility and efficiency of use, aesthetic and minimalist design, error recovery, and help and documentation. To minimize potential bias, the study integrated heuristic evaluation with user context analysis and empirical validation through usability testing, thereby providing a more comprehensive assessment. The results indicate that the overall UI/UX quality of the website is relatively good, with average scores ranging from 3 to 4 on a 5-point scale. Most identified issues fall within minor to moderate severity levels, with no critical problems affecting core functionalities. Consistency and standards received the highest average score (4.0), while alignment with user expectations and visual comfort still need improvement. Recommendations include enhancing system feedback, strengthening error prevention mechanisms, and improving help and documentation features. The differences in assessments between expert and non-expert respondents highlight the importance of professional evaluation in identifying usability issues. This study contributes to the refinement of a more reliable and contextually relevant UI/UX evaluation framework, particularly within the hospitality and tourism sector.

This community service activity aims to improve the First Aid Awareness of students at SMAN 5 Tegal through health education and first aid simulation for accident management. The background of this program is based on the high potential for mild to moderate emergency incidents in the school environment, such as fainting, open wounds, nosebleeds, choking, and seizures, as well as the limited knowledge and practical skills of students in providing appropriate initial assistance. The implementation method consisted of three stages: preparation, delivery of health education using presentations and demonstrations, and hands-on simulation, followed by evaluation through knowledge assessment and skills observation. The participants were 54 students representing three grade levels. The expected outcomes of this activity include an improvement in students’ conceptual understanding and practical ability to perform first aid quickly, correctly, and safely before professional medical help arrives. In addition, this program is expected to foster emergency responsiveness, increase students’ confidence in handling accident situations at school, and contribute to the development of a safer and more prepared school environment. The outputs of this activity include increased knowledge and skill scores, documented implementation, and publication of a community service article in a SINTA-indexed journal.

This study aims to: (1) analyze the influence of principal leadership on educational quality at SD Negeri Bimor Jaya, North Morowali; (2) analyze the influence of teacher professionalism on educational quality at SD Negeri Bimor Jaya, North Morowali; (3) analyze the influence of community participation on educational quality at SD Negeri Bimor Jaya, North Morowali; and (4) analyze the simultaneous influence of principal leadership, teacher professionalism, and community participation on educational quality at SD Negeri Bimor Jaya, North Morowali. This research employed a quantitative approach using an associative research design and an ex post facto method. The population of the study consisted of all teachers at SD Negeri Bimor Jaya, all of whom were included as research samples through a total sampling technique. Data were collected using Likert-scale questionnaires and documentation. Data analysis was conducted using descriptive and inferential statistical techniques, preceded by classical assumption tests to ensure the suitability of the regression model. The results of the study indicate that: (1) principal leadership has an influence on educational quality; (2) teacher professionalism has an influence on educational quality; (3) community participation has an influence on educational quality; and (4) principal leadership, teacher professionalism, and community participation simultaneously influence educational quality at SD Negeri Bimor Jaya, North Morowali. These findings emphasize that improving educational quality requires effective school leadership, professional teachers, and active support and involvement from the community.

This research is motivated by changes in students' academic communication patterns due to the rapid development of digital technology, which has the potential to affect the consistency of formal language use. In academic literacy, formal language plays a crucial role as a marker of professionalism and the accuracy of scientific communication. This study aims to analyze the shift in formal language use in students' academic communication and identify the factors influencing it in the digital era. The research method used a qualitative approach with a descriptive design. Data were collected through an online questionnaire in the form of open-ended questions to students at the University of Muhammadiyah Maumere who actively use digital media in academic communication. Data were analyzed by grouping respondents' answers and identifying language usage patterns. The results show that students understand the differences between formal and informal language, but their application in digital academic communication is not yet consistent. The shift is characterized by the use of abbreviations, slang, and inconsistencies in linguistic rules influenced by instant communication habits, social environments, and the nature of digital media. These findings emphasize the importance of continuously strengthening formal language literacy and academic communication ethics in higher education

This research is motivated by changes in students' academic communication patterns due to the rapid development of digital technology, which has the potential to affect the consistency of formal language use. In academic literacy, formal language plays a crucial role as a marker of professionalism and the accuracy of scientific communication. This study aims to analyze the shift in formal language use in students' academic communication and identify the factors influencing it in the digital era. The research method used a qualitative approach with a descriptive design. Data were collected through an online questionnaire in the form of open-ended questions to students at the University of Muhammadiyah Maumere who actively use digital media in academic communication. Data were analyzed by grouping respondents' answers and identifying language usage patterns. The results show that students understand the differences between formal and informal language, but their application in digital academic communication is not yet consistent. The shift is characterized by the use of abbreviations, slang, and inconsistencies in linguistic rules influenced by instant communication habits, social environments, and the nature of digital media. These findings emphasize the importance of continuously strengthening formal language literacy and academic communication ethics in higher education

In today's digital era, social media has become an integral part of everyday life, especially for younger generations such as students. Platforms like Instagram, TikTok, Twitter, and Facebook facilitate fast and interactive communication, but often encourage the use of informal language such as abbreviations or emojis. This contrasts with the demands of the academic world. This study aims to analyze the influence of social media use on students' language styles in the academic world. The research method used was quantitative, namely observation. Observations were conducted to determine students' communication patterns on digital platforms (such as class WhatsApp group chats and comments on social media). The results showed a strong tendency to use slang, non-standard abbreviations, and code-mixing, carried over from social media habits into formal academic contexts. This phenomenon has contributed to the erosion of the boundaries between informal and formal language styles among students. This study concludes the need to strengthen formal language literacy to maintain professional communication in the academic world.

This article examines how meritocracy is institutionalized within the public administration systems of Indonesia and Singapore and how it affects public service quality. Using a descriptive–comparative library research design, the analysis focuses on four dimensions: bureaucratic structure, governing system and political influence, administrative reform and merit mechanisms, and implications for service delivery. The findings indicate that Indonesia’s bureaucracy remains highly hierarchical and decentralized, creating uneven institutional capacity and allowing electoral–political dynamics to influence appointments and rotations, which weakens consistent merit implementation. In contrast, Singapore operates a streamlined and centrally coordinated bureaucracy supported by high political stability, rigorous competency-based recruitment and promotion, transparent performance management, and competitive remuneration, enabling merit principles to be applied more consistently. These differences translate into more uniform and efficient public services in Singapore, while Indonesia continues to experience variability across regions and sectors. Strengthening merit enforcement, oversight, and professional culture is therefore crucial to improve the effectiveness and equity of public services in Indonesia.

Students’ learning motivation is a crucial factor in determining the success of the learning process in schools and is influenced by various external factors, including teacher competence and learning facilities. Teachers with adequate competence are able to manage learning activities effectively, while sufficient learning facilities create a conducive environment that supports student engagement and enthusiasm for learning. This study aims to analyze the effect of teacher competence and learning facilities on students’ learning motivation at SMA Islam Al-Munir Bekasi City. This research employed a quantitative method with an associative approach. The research population consisted of all eleventh and twelfth-grade students of SMA Islam Al-Munir Bekasi in the 2024/2025 academic year, totaling 55 students. A saturated sampling technique was applied, in which the entire population was used as the research sample. Data were collected through questionnaires distributed to respondents and supported by interviews, observations, and documentation. The collected data were analyzed using multiple linear regression analysis with the assistance of SPSS software. The results indicate that teacher competence has a positive and significant effect on students’ learning motivation, meaning that higher levels of teacher competence in pedagogical, professional, personal, and social aspects lead to increased student motivation. In addition, learning facilities also have a positive and significant effect on students’ learning motivation, showing that adequate learning infrastructure and facilities are able to enhance students’ interest and enthusiasm for learning. Simultaneously, teacher competence and learning facilities have a significant effect on students’ learning motivation at SMA Islam Al-Munir Bekasi City. The implications of this study emphasize the importance of continuous efforts by schools to improve teacher competence and to provide and maintain adequate learning facilities in order to create a more effective learning process and to strengthen students’ learning motivation.

The mental health crisis in Indonesia is increasingly alarming, exacerbated by the COVID-19 pandemic, social stigma, and unequal access to professional services. A clinical approach alone is not enough to address this complex problem. This study offers a novelty in the form of an integrative approach: revitalizing the role of families and communities based on Islamic values (rahmah, ta'awun, shabr, syura, tarbiyah ruhiyah) combined with the use of digital social communities as a medium for education, discussion, and support systems. The research method used is a literature study with a descriptive qualitative approach, reviewing national and international literature, social support theory (Cohen & Wills, 1985), religious coping (Koenig, 2012), and Bronfenbrenner's ecological theory (1979). The results of the study show that families play a strategic role in the prevention, assistance, and referral of mental health cases, while digital communities are effective as spaces for education and emotional validation, with scalability and anonymity as their main strengths. Concrete strategies offered include family education, stigma-free campaigns on social media, spiritual care hotlines, and cross-sector collaboration. This approach is in line with the collectivist culture of Indonesian Muslim society and is more adaptive in the digital era. This research is expected to serve as a conceptual foundation for practical programs, public policy, and further research to create a more caring, stigma-free, and resilient society in the face of mental health crises.

Culinary MSMEs serve as a vital economic pillar; however, they often encounter significant internal management obstacles and low digital competitiveness. Sabila Snack & Bakery faces complex challenges, including unstructured production schedules, limited digital marketing literacy, inconsistent visual branding, and financial record-keeping that remains intertwined with personal funds. This community service initiative aims to provide applicable solutions by strengthening internal management and digital marketing strategies to enhance operational efficiency and business competitiveness. The methodology employed is Participatory Action Research (PAR), encompassing stages of observation, interviews, technical assistance, and evaluation. The results indicate a significant transformation in business governance. The implementation of daily production schedules has successfully improved workflow regularity and operational efficiency. Furthermore, branding reinforcement through the establishment of a permanent logo, the creation of systematic product catalogs, and the optimization of social media platforms such as WhatsApp Business, Instagram, and TikTok has effectively increased business visibility and professionalism in the digital sphere. Additionally, the application of a simple bookkeeping system has fostered administrative discipline and a clear separation between personal finances and business capital. Overall, this intervention has successfully transitioned the business from traditional management patterns toward a more structured, professional, and sustainable management model ready to compete in a broader market.

This study examines the paradoxical phenomenon among adolescents who actively consume mental health content on digital platforms such as Instagram and TikTok but are reluctant to utilize freely available school counseling services. The research aims to identify specific forms of stigma that hinder adolescents from utilizing school counseling services and analyze them using Erving Goffman's stigma theory. The research method employs a qualitative approach with a library research design, analyzing various scientific literature published from 2013-2025 through content analysis techniques. The research findings reveal six main forms of stigma: perception of school counselors as school police, labeling as troubled students, sign of personal weakness, doubts about confidentiality, distrust in counselor competence, and traumatic experiences. The paradox occurs because digital platforms provide anonymity that protects adolescents' virtual social identity, while face-to-face counseling services are perceived as threatening their social identity. Research implications indicate the need for transformation of school counseling services that integrate digital strategies, ongoing campaigns to change negative perceptions, and enhancement of counselor competence in understanding adolescent digital culture to reduce stigma and improve adolescent access to professional mental health services.

Auditors' compliance with the Public Accountant Professional Standards (SPAP) is the main concern in maintaining the quality and trust of the audit process, especially in the face of increasingly complicated audit tasks. This study aims to evaluate the level of integ-rity and skepticism of auditors in supporting compliance with SPAP. This study uses a de-scriptive qualitative approach with observation methods and document studies. The object of the research is the Public Accounting Firm Dra. Yati Ruhiyati, data was obtained from direct observation during the field professional practice period and analysis of relevant audit documents. The results of the study show that the integrity of auditors can be seen from consistency in carrying out audit stages, compliance with established procedures, and clarity in audit documents. The professional skepticism of auditors can be seen from the cautious attitude in evaluating audit evidence, including the application of additional checks before drawing conclusions. These findings show that compliance with SPAP is not only formal, but also highly dependent on the auditor's professional attitude. This study shows the importance of increasing the integrity and professional skepticism of auditors as part of efforts to improve quality and compliance in audit practices in Public Accounting Firms.

This training aims to equip students of to enhance the graphic design skills of students at SMK XI DKV Pangeran Antasari through Adobe Photoshop training. This activity is conducted in response to the growing need for graphic design proficiency among students in the digital age. This service adopts a practical qualitative research method with a direct approach, enabling participants to immediately apply the acquired knowledge. The methods employed include interactive workshops, practical demonstrations, and skills evaluation. The results of the activity demonstrate a significant improvement in students' abilities, with 85% of participants capable of producing simple designs independently. It is therefore expected that upon completion of this training, participants will be able to enhance their creativity in learning, particularly in the field of graphic design, as a primary foundation for becoming professional designers in the workforce."

This study aims to analyze the stages, impacts, and supporting and inhibiting factors of social intervention for child victims of sexual violence at the “Handayani” Center, East Jakarta. This research employs a qualitative descriptive approach to obtain an in-depth understanding of the intervention process. Data were collected through observation, in-depth interviews, and documentation, and analyzed using the interactive model of Miles and Huberman, which includes data reduction, data display, and conclusion drawing. The results indicate that the “Handayani” Center applies the Generalist Intervention Model (GIM) through seven stages: engagement, assessment, planning, implementation, evaluation, termination, and follow-up. The social intervention has a positive impact on children, particularly in improving emotional stability, self-confidence, and social functioning. Furthermore, the intervention supports children’s readiness for social reintegration. Supporting factors include the professionalism of social workers and effective team collaboration, while inhibiting factors consist of high workload, delays in administrative reporting, and limited family support.  

This study aims to analyze the influence of accountability and transparency principles on financial management in feed retail micro, small, and medium enterprises (MSMEs) in West Lampung Regency. Accountability and transparency are considered essential aspects of good governance implementation, which play a crucial role in building trust and improving the financial effectiveness of small enterprises. The research applies a quantitative approach through a survey distributed to customers and farmers using a Likert-scale questionnaire. Data were analyzed using multiple linear regression to examine the effect of accountability and transparency on financial management perception.. The results indicate that both variables have a positive and significant influence on customers’ and farmers’ perceptions. The implementation of accountability and transparency strengthens public trust and enhances the professionalism of financial management practices in MSMEs, particularly in feed retail businesses.

The advancement of Artificial Intelligence (AI) presents substantial potential for improving the quality of learning in elementary education, particularly through the application of AI prompts as instructional support in lesson planning and classroom implementation. Nevertheless, many teachers at Integrated Islamic Elementary Schools (Sekolah Dasar Islam Terpadu/SDIT) experience limited AI literacy and insufficient competence in designing pedagogically appropriate and effective AI prompts. This community service program aims to enhance AI literacy and strengthen the professional competence of teachers at SDIT Lukmanul Hakim Puring, Kebumen, in utilizing AI prompts to support instructional design, teaching materials development, and learning assessment. The program employed participatory methods, including socialization sessions, hands-on training, guided practice, and continuous mentoring. The results demonstrate a measurable improvement in teachers’ understanding and practical skills in constructing AI prompts aligned with pedagogical objectives. Furthermore, the integration of AI prompts contributes to increased instructional efficiency and pedagogical creativity. This program is expected to provide a sustainable model for supporting digital transformation in elementary school education.

Personality development is a fundamental aspect in the formation of nursing students as prospective professional nurses, especially in services in the Emergency Unit (ER). The personality of nurses in the ER is reflected in the ability to think critically, effectively communicate, caring attitudes, and professional performance that supports the quality of service. This community service activity aims to increase the knowledge of nursing students about personality development in the ER through educational video media. The method used is health education with a pre-test and post-test design involving 19 nursing students. The results of the activity showed an increase in the average score of student knowledge from 14.58 in the pre-test to 19.16 in the post-test. These findings indicate that educational video media is effective in increasing students' understanding of the role of critical thinking, communication, caring, and performance in the ER. In addition, this activity also contributes to strengthening student readiness to face the challenges of clinical practice in an emergency environment. Thus, the use of video media as an educational means can be an innovative strategy in supporting the personality development of nursing students, as well as strengthening the professional competencies needed in emergency health services.

Micro, small, and medium enterprises (MSMEs) are required to establish well-organized bookkeeping and administrative systems to enhance competitiveness and readiness for international expansion. However, Iluh Craft MSME continues to face challenges related to unstructured financial record-keeping and traditional administrative practices, which hinder effective financial monitoring and the preparation of business documentation. This community service activity aims to implement an efficient bookkeeping and administrative system to improve recording accuracy, operational efficiency, and the readiness of Iluh Craft MSME to expand into international markets. The implementation employed a descriptive participatory approach involving interviews, observations, and documentation, followed by system design, phased implementation, mentoring, and joint evaluation with the partner. The results demonstrate a significant improvement in the accuracy of financial records, a reduction in transaction recording errors to below 5%, administrative time efficiency gains of approximately 25–30%, and improved document organization with faster data retrieval. In addition, more than 90% of staff members were able to operate the system independently. Overall, the implementation of an efficient bookkeeping and administrative system proved effective in supporting more professional business management and enhancing the readiness of Iluh Craft MSME for international market expansion.