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Coloring activities in early childhood as a basic foundation for improving fine motor skills. The purpose and objective of this coloring service is to stimulate the creativity of early childhood which has a positive effect as a vehicle for children's expression, color recognition, use of fingers, wrist skills and coordination between eyes and hands. The method approach used is through three stages, namely the preparation stage, the implementation stage and the evaluation stage of the activity. This service is located at the early childhood school RA AL HIKMAH Doroampel, Sumber Gempol, Tulungagung. The results of coloring activities in early childhood are obtained that students are able to express their art creations with various color combinations used, activities take place enthusiastically and conducively and improve fine motor skills of early childhood.

This Community Service (PKM) activity aims to evaluate the role of Bawaslu's public relations in increasing public participation in the 2024 Simultaneous Elections, through collaboration with students and activists. The activity was carried out in the form of a seminar and forum group discussion (FGD) involving 50 participants from students and activists in Binjai City. This event was held on March 6, 2025, at the Graha Kardopa Hotel. Through the presentation of material by speakers from Bawaslu North Sumatra, and Management Lecturers from Prima Indonesia University as well as open discussion sessions, this activity encourages a deeper understanding of the strategic role of public communication and public relations in the implementation of transparent and participatory elections. The evaluation results showed that collaboration between students, activists, and Bawaslu was able to strengthen the effectiveness of political communication and increase the participatory awareness of the younger generation. This activity is expected to be a model of educational synergy between election organizing institutions and civil society groups in supporting healthy and inclusive democratic practices.

The research departs from the phenomenon of the development of Islamic boarding school education models with varying names and styles. Islamic boarding schools are faced with two important problems in adapting to the demands of the times, namely the problem of developing Islamic boarding school governance without abandoning tradition and the Islamic boarding school's identity in producing a generation with good morals. The research objectives are to identify the management of Sufistic curriculum development in Islamic boarding schools including; 1) Curriculum planning, 2) Curriculum organization, 3) Curriculum implementation, 4) Curriculum evaluation and 5) Impact of Islamic boarding school management in developing the Sufistic curriculum at Al-Istiqomah Islamic Boarding School and Al-Falah Biru Islamic Boarding School, Garut Regency. The research framework departs from George R. Terry's (1973) management theory, namely four management functions, namely: 1) Planning, 2) Organizing, 3) Actuating, 4) Controlling. The curriculum theory uses the Ralph W curriculum development model. Tyler curriculum development is carried out in systematic stages, namely; Objectives, Selecting Learning Experiences, Organizing Learning Experiences, Evaluation. Developing the Islamic boarding school curriculum has an impact on the morals of the students, as according to Sheikh Musthafa Al-Ghalayini, the implications of Sufistic moral values contribute to shaping behavior. This study uses a qualitative approach using the Ethnography method. Data collection techniques are carried out through interviews, observations and documentation analysis. The data analysis technique uses the Miles and Huberman analysis technique. While the validity test is carried out with data validity by conducting tests; credibility, transferability, dependability, and confirmability. The results of the study found that the management of the development of the Islamic boarding school curriculum in preparing a generation with Sufi morals: First, the Islamic boarding school curriculum is included in the traditionalist model of the school, namely by showing its traditional and school character. Second, the organization of the curriculum content consists of the contents of the curriculum, data, concepts, generalizations, and subject matter at the Islamic Boarding School. Third, Curriculum development is categorized as a grass roots model where there are initiatives and efforts coming from below, namely ustadz and Islamic boarding schools in developing a curriculum that is designed by themselves to produce a generation with Sufi morals. Fourth, Curriculum evaluation refers to the Objective Model Evaluation model (objective model) carried out at the end of curriculum development, this assessment activity is often called summative evaluation. Fifth, The impact of curriculum management on the level of morals is shown by the nature of istiqomah, self-control, prioritizing Islamic and basyariyah brotherhood, tolerance, honesty, sincerity, istiqomah, patience, gratitude, politeness and helping each other. Sixth, Traditionalist Hypothetical Management Model of the School.

Human resource (HR) development is an important aspect for the sustainability of Islamic missionary institutions. HR planning aims to ensure the availability of competent Islamic missionary personnel in accordance with the organization's needs. Evaluation is necessary to assess the effectiveness of HR performance in achieving Islamic missionary goals. This study uses qualitative methods with a documentary analysis approach. The results of the study indicate that good HR planning includes needs analysis, recruitment, development, and training of HR managers. HR assessment is an important tool for evaluating performance and improving the effectiveness of Islamic missionary activities. However, challenges in HR evaluation include the lack of an objective evaluation system, limited resources, and resistance to change. Wise HR change management can improve the quality of Islamic missionary activities, expand their reach, and increase the effectiveness of Islamic missionary institutions in facing today's challenges. This study recommends the importance of an objective evaluation system, better resource management, and continuous training to improve the competence of HR managers in Islamic missionary institutions.

Health risk stratification is crucial for preventive healthcare, yet existing models often rely on binary classification generalized disease prediction, neglecting personalized health indicators and graded risk levels. Many studies apply feature selection techniques like Relief and Univariate Selection without quantifying the weighted impact of features. To address these gaps, this study introduces a Big Data-driven Health Index (HI) framework using PySpark for scalable health risk stratification. The HI is computed as a weighted sum of health-related features using SHAP Analysis, XGBoost, Random Forest, and Correlation Analysis. PySpark enables efficient processing of large-scale health data, and individuals are classified into Low and High Risk. Optimal classification thresholds are determined using the Youden Index from the ROC curve to balance sensitivity and specificity. Personalized health recommendations are generated based on risk categories to guide preventive interventions. Performance evaluation reveals that Correlation Analysis achieves 100% precision and 98.90% recall, outperforming other methods. SHAP prioritizes recall but has low precision, while XGBoost and Random Forest improve precision but struggle with recall. By leveraging Big Data techniques with PySpark, this study enhances computational efficiency, scalability, and classification accuracy, addressing prior research limitations and providing a robust data-driven approach to personalized health monitoring.

The National Health Insurance Program, the Healthy Indonesia Card, is increasingly being utilized by the community. Improving the quality of services is also the focus of the efforts made. However, these improvements are expected not to be fragmented in just one aspect of the service. The goal of service quality is to meet or even exceed community expectations. The purpose of this literature review is to review how to improve the quality of National Health Insurance services in public health facilities. The literature used in this study is by determining articles that meet the inclusion criteria. The database used is Google Scholar. The year of publication of the literature sources taken is the last 5 years between 2020 and 2025. The literature sources use English or Indonesian. The results of 5 articles obtained that to improve the quality of National Health Insurance (NHI) services in public health facilities, namely by providing access to services, completing infrastructure that is still lacking, implementing the Healthy Indonesia Card Health Insurance Program Policy, and increasing the professionalism of human resources. It can be concluded that improving the quality of National Health Insurance (NHI) services in public health facilities can also be done by building an ecosystem with integrity, utilizing technology to facilitate access to health services that can facilitate the community in utilizing health services. For the government, it is necessary to provide new policies to facilitate NHI participants in obtaining health services, strengthening cross-sector support, whether in the form of regulations, infrastructure, or funding. In addition, there is also a need for evaluation from various aspects in order to create good quality in the utilization of health services.

Scientific writing skills are essential for final-year students in completing academic assignments and enhancing their competitiveness in both academic and professional fields. However, many students face challenges in producing scientific papers that meet academic standards, particularly in terms of structure, language, and analysis. This study aims to improve students' scientific writing skills through structured training. The method used in this program is practice-based training with an interactive approach, including workshops, mentoring, and direct evaluation of participants' writing. The program targeted a group of 40 final-year students from various academic disciplines, who participated in a series of workshops and one-on-one mentoring sessions. Data were collected through pre- and post-training assessments of writing quality, including structure, coherence, and argumentation. The results indicate that after attending the training, students showed significant improvement in understanding the structure of scientific papers, mastering effective writing techniques, and developing data-based arguments. The post-training assessments showed an increase of 30% in the average quality of the students’ writing. The implications of this study suggest that scientific writing training can be an effective strategy in preparing competitive academic human resources capable of contributing to scientific publications. Additionally, these findings highlight the importance of providing structured and interactive training programs to enhance students’ academic writing skills.

This study aims to produce a valid SOLE-based reaction rate electronic student activity sheet (E-LKPD) and to determine user responses to the resulting product. The research method used is research and development (R&D) using the ADDIE (Analysis, Design, Development, Implementation and Evaluation) development model. The research instrument is a validation sheet given to three validators and a user response sheet to one chemistry teacher of Senior High School 7 Pekanbaru and one chemistry teacher of Senior High School 11 Pekanbaru as well as 13 class XI students of Senior High School 7 Pekanbaru and 13 class XI students of Senior High School 11 Pekanbaru. The data analysis technique is carried out by calculating the percentage of validation assessment scores and user responses, the results of which are measured by an attitude assessment table. The results of the study indicate that the electronic student activity sheet (E-LKPD) based on SOLE that was developed has met the valid criteria by the material validator based on the aspect of content feasibility of 92.19%, SOLE model characteristics of 95.83%, pedagogic of 93.75%, linguistic of 95.83% and graphic of 95.83%. For the media validator based on the aspect of size of 100%, cover design of 92.50% and content design of 97.50%. While the user response based on teacher and student responses is in the very good criteria with scores of 94.79% and 88.05% respectively.

The purpose of this community service activity is for participants to understand how to manage finances effectively and efficiently, especially after the pandemic. In this training, it is hoped that participants will gain knowledge on how to allocate company funds or capital to finance business line needs, ensuring that the company's budget is distributed to the right posts and used for various purposes that benefit the company. After this activity, it is expected that participants will be able to plan their finances effectively and efficiently. The target of this activity is the manager of Canting Batik Crafts in Padang Panjang, West Sumatra. The implementation method consists of three stages. The first stage is preparation, including a pre-survey, team formation, proposal preparation and submission, coordination between teams and partners, as well as preparation of training tools and materials. The second stage is the program implementation stage in the form of socialization through counseling (material presentation) and discussions. The third stage is the evaluation and reporting stage. The evaluation is conducted by comparing the conditions of partners before and after the program implementation using interview and observation methods. Afterward, a report is prepared for further socialization.

This research examines the implementation of the Islamic Religious Education and Character Education curriculum at SMP Negeri 21 Padang City. The curriculum is a set of plans and arrangements regarding the learning system to achieve predetermined goals. In this research, qualitative methods were used to collect data with data analysis using a data triangulation approach. The conclusion is that SMP Negeri 21 Padang City has tried its best to implement the Islamic Religious Education and Character Education curriculum by referring to the independent curriculum. However, there are still several things that need to be considered in the form of objectives, content/materials, strategies/methods, and evaluation.

This study aims to analyze the Integration of Character Values in the Management of Independent Curriculum-Based Learning in State Elementary School 2, Selat Penuguan District, Banyuasin Regency. Data collection tools use interview methods, documentation, observation and literature review. Data analysis uses descriptive qualitative analysis with research stages that refer to the theory of Miles and Huberman, namely collecting data, data reduction, data presentation, drawing conclusions. The results of the study stated that the integration of character values in learning based on the Independent Curriculum at SD Negeri 2, Selat Penuguan District has been running well through 3 stages, namely 1) integration of character values into learning planning based on the Independent Curriculum as an effort to strengthen the character of students at SD Negeri 2,  Selat Penuguan District; 2) integration of character values into the implementation of learning as an effort to strengthen the character of students at SD Negeri 2, Selat Penuguan District; 3) integration of character values into learning evaluations. Integrated learning planning with character values at SD Negeri 2, Selat Penuguan District The character values instilled at SD Negeri 2, Selat Penuguan District include (1) faith, devotion to God Almighty, and noble character; (2) independence; (3) mutual cooperation; (4) global diversity; (5) critical reasoning; and (6) creative.

The purpose of this study was to develop a picture story book as a picture story book in science learning to improve the learning outcomes of grade IV students of SDN 04 Tente. The type of research used was R & D using the ADDIE development model including analysis, design, development, implementation, and evaluation activities. The results of the study showed that the results of the book development that was made could be used as a learning resource in thematic learning were declared valid. This can be seen from the results of expert validation consisting of media validation, language validation, and expert validation of learning. The picture story book as a learning resource in thematic learning obtained a value of 84.66% with a very feasible category. The picture story book as a learning resource in thematic learning was declared practical. The results of the questionnaire analysis filled out by 22 respondents/students with an average value of 97.36% in the very practical category. Meanwhile, the effectiveness of picture story books can be seen from the results of the t-test calculation that tℎ

The purpose of this study was to develop a picture story book as a picture story book in science learning to improve the learning outcomes of grade IV students of SDN 04 Tente. The type of research used was R & D using the ADDIE development model including analysis, design, development, implementation, and evaluation activities. The results of the study showed that the results of the book development that was made could be used as a learning resource in thematic learning were declared valid. This can be seen from the results of expert validation consisting of media validation, language validation, and expert validation of learning. The picture story book as a learning resource in thematic learning obtained a value of 84.66% with a very feasible category. The picture story book as a learning resource in thematic learning was declared practical. The results of the questionnaire analysis filled out by 22 respondents/students with an average value of 97.36% in the very practical category. Meanwhile, the effectiveness of picture story books can be seen from the results of the t-test calculation that tℎ

This service aims to identify factors that influence literacy and numeracy and evaluate the effectiveness of the literacy and numeracy improvement program in Nelela Village, SD N 173653. This study uses a quantitative descriptive approach with samples of students in grades 4, 5, and 6. Data were collected through literacy and numeracy tests, questionnaires, observations and interviews. The results of this service indicate that the average achievement of students in literacy and numeracy is still below the national standard, and the proportion of achieving the standard is still low. Factors such as limited resources, lack of teacher training and minimal parental support are cited as the main obstacles in improving literacy and numeracy skills. The literacy and numeracy improvement program implemented has succeeded in increasing the average student achievement, although there are still some obstacles that need to be overcome. The data shows that the average literacy and numeracy scores of students increased significantly after participating in this program. In addition, this service found that interactive learning methods and the use of educational technology have great potential to increase student interest and motivation. This service provides practical advice on improving literacy and numeracy in primary schools, including providing adequate learning resources, teacher training and development, using technology in learning and increasing parental involvement and support. By implementing these recommendations, it is hoped that the literacy and numeracy skills of students at SD N 173653 will improve significantly so that they are better prepared to face the next stage of education and academic challenges in everyday life.

This article discusses the evaluation of the effectiveness of Aqidah Akhlak learning through a literature review that focuses on lecture and discussion methods. In learning Aqidah Akhlak, choosing the right method is the key to success in delivering material and shaping students' character. The lecture method is effective in conveying basic information in a systematic manner, while the discussion method emphasizes more on the active involvement of students and the development of critical thinking skills. This article examines various scientific literature to analyze the advantages, disadvantages, and relevance of these two methods in the learning of Aqidah Akhlak. The results of the study show that the use of both methods in an integrated manner can provide more optimal results, with lectures as an introduction and discussions as a deepening of the material. These findings provide a theoretical perspective for educators in designing effective learning strategies.

The school's fifth-grade kids receive jumputan batik instruction with the goal of enhancing both their creative abilities and extracurricular accomplishments. One batik-making technique that makes use of the tie-dye procedure is jumputan batik. Jumputan batik is made by tying thread in specific areas of the material and then dipping it in dye to create a unique design. In order to ensure that activities may be carried out efficiently and have the greatest possible influence on students' development, the process of carrying out this community service is structured from planning to evaluation. As a result, kids are able to freely and creatively express themselves through art-related activities. Students can make their own designs and patterns when making jumputan batik, which promotes original and creative thinking. The ability to create original designs is made possible by the jumputan batik process, which incorporates tie-dye elements. Pupils can use their imagination to create motifs, patterns, and color combinations that represent their own personalities and concepts. Students' critical and creative thinking abilities are greatly enhanced by this creative process. According to the findings, students now possess much greater creativity, self-confidence, discipline, and teamwork. In addition to teaching pupils traditional batik techniques, this instruction aids in the development of social and character traits that will benefit them greatly throughout their life. It is anticipated that by exposing more students to Indonesian art and culture, this instruction would be expanded and perpetuated. It is anticipated that by exposing more students to Indonesian art and culture, this instruction would be expanded and perpetuated.

Rapid technological developments in the Society 5.0 era have had a significant impact on the character and personality of the younger generation. Ease of access to information and interaction in cyberspace has the potential to cause the younger generation to lose their identity and fall into negative behavior. Strengthening self-concept is crucial in facing this challenge. This research aims to strengthen students' self-concept as an effort to develop personality and build positive character in the Society 5.0 era. This research involved 50 students from various organizations at Muhammadiyah University Kendal Batang. The method used is a socialization workshop with a self-project approach, where students are asked to make a wish list and determine their priority scale. Evaluation is carried out through surveys to measure understanding of self-concept before and after the activity. The survey results showed an increase in students' understanding of self-concept after participating in the activity. Students become better able to recognize themselves, determine goals, and develop plans to achieve their goals. Apart from that, this activity also increases students' self-confidence and motivation. Strengthening self-concept through socialization workshop activities has proven effective in developing student personalities in the Society 5.0 era. Strengthening self-concept helps students build positive character, increase self-confidence, and develop the ability to determine life goals and develop plans to achieve them.

Social performance audit and Corporate Social Responsibility (CSR) are important factors in ensuring corporate sustainability, especially for companies listed on the Indonesia Stock Exchange (IDX). Social performance audit functions as an evaluation tool for the social and environmental impacts generated by the company, while CSR plays a role in building positive relationships with stakeholders and improving the company's reputation. This study aims to analyze the effect of social performance audit and CSR on corporate sustainability in order to provide insight for management in strategic decision making. This study uses a quantitative method with a multiple linear regression approach to test the relationship between social performance audit, CSR, and corporate sustainability. Data were obtained from annual reports and sustainability reports of companies listed on the IDX for the past five years. The research sample was selected using a purposive sampling method with certain criteria to ensure the relevance of the data collected. The results of the study indicate that social performance audit and CSR have a positive and significant effect on corporate sustainability. Companies that implement social audits transparently and run effective CSR programs tend to be more sustainable financially, socially, and environmentally. These findings indicate that integrating sustainability strategies into business models can increase competitiveness and investor confidence. This research provides implications for corporate management, investors, and regulators to strengthen social audit and CSR practices to create a more responsible and sustainable business environment

Speaking anxiety among students is a common phenomenon that affects their academic performance and personal development. This study aims to explore the reasons behind students' fear of speaking in various educational settings. Using a literature review method, this research examines previous studies related to psychological, social, and educational factors contributing to students’ reluctance to speak. The findings indicate that speaking anxiety is primarily caused by fear of making mistakes, low self-confidence, and negative social evaluations from peers or teachers. Additionally, classroom environment, teaching methods, and cultural influences also play a significant role in shaping students' willingness to speak. The impact of this fear extends beyond academic performance, affecting students' participation, self-expression, and future communication skills. Several strategies have been identified to reduce speaking anxiety, including fostering a supportive learning environment, encouraging positive reinforcement, and implementing interactive teaching methods. Educators are encouraged to create a more inclusive atmosphere that minimizes students' fear of judgment and enhances their confidence in speaking. This study contributes to the existing body of knowledge on students' speaking anxiety by summarizing key factors and offering practical implications for teachers, educators, and policymakers. Future research could further explore intervention programs that effectively address students' fear of speaking in different cultural and educational contexts.  

The community service aims to improve the understanding of grade 1 students of SDN 173635 Parparean II on the concept of addition through the use of diagram tables 1-9. This service activity was carried out by KPPM students of HKBP Nommensen University Medan in Parparean II village, Porsea District, Toba Regency. The methods used in this service are observation and evaluation test. The results of the service showed that the use of diagrammatic tables improved students understanding of the concept of addition. Students stated that the use of diagrammatic tables helped them understand the material better. By looking at the numbers in the 1-9 table, they can easily follow the addition steps and understand the relationship between numbers. This shows that the visual aids such as diagrammatic tables are very effective in supporting the teaching and learning process, especially for basic mathematics concepts that are often a challenge for students and the use of this learning method also creates a more interesting and interactive classroom atmosphere. Through this service can make an important contribution in improving the quality of education. The use of table diagrams can be expanded in various school, so that they can understand how to implement this method into the learning process in the future.