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Jemius Dufantri Ghega; Didik Iswahyudi; Romadhon Romadhon

GARUDA : Jurnal Pendidikan Kewarganegaraan dan Filsafat 2023 International Forum of Researchers and Lecturers

Quality education requires a quality learning process. Quality learning is certainly designed in learning activities that use learning methods that are in accordance with the eyes taught by the teacher so as to assist the teacher in giving directions so that students can understand the content delivered by the teacher. In reality, education in Indonesia has decreased the quality of learning in the context of an independent curriculum. There are research findings called learning loss and learning gap devices in this problem. So it is expected that subject teachers must be able to restore the declining level of learning quality.  So researchers use a problem-based learning model. Where this problem-based learning model can solve problems and increase students' knowledge. The purpose of the study was to analyze the implementation of problem-based learning in improving the quality of PPKn learning at SMP Negeri 19 Malang. The method used in this research is qualitative case study method. Data collection techniques based on observation, interviews and document research. The result of this study is the application of the ICT-assisted problem-based learning model showing that a significant change because students are directed to examine problems in learning activities using problem-based teaching methods that have a positive impact on student achievement outcomes. Based on the results of the research, researchers can conclude that the application of ICT-assisted problem-based learning models in class VIII PPKn subjects of SMP Negeri 19 Malang students can solve problems in groups given by teachers.

Suprianto Sasea; Meity N. Tanor; Nova L. I. M. Ogi

Konstanta : Jurnal Matematika dan Ilmu Pengetahuan Alam 2023 International Forum of Researchers and Lecturers

The research problem in this study is the examination of the correlation between parental perceptions of sex education in early childhood in North Nunu Village, Rainis District, Talaud Islands Regency. The objective of this study is to establish the relationship between parental perspectives on sex education for young children in North Nunu Village, Rainis District, Talaud Islands Regency. A study was conducted in September to determine parents' attitudes of sex education in early childhood.   The study employed a descriptive survey research method, utilising a quantitative methodology.   According to the percentage calculations from the distributed questionnaire, it is evident that a significant number of parents expressed agreement rather than providing alternative answers when asked about their understanding of sex education for early childhood.   Under the category of disagreement.   The computation of the proportion for each indicator item has yielded a cumulative value of 1447, with an average of 72.35% indicating their agreement to receive instruction during early life.   The correlation data computations indicate a positive association between parents' impressions of sex education in early infancy. Specifically, the resulting correlation coefficient (rxy) is 0.1000, based on data from 20 respondents. The significance level for this relationship is 0.05, and the critical value (rtable) is 0.422. These computations indicate that the value of rcount is greater than the value of rtable, with a significance level of 0.05. If the count of r is more than the count of rtable, then the hypothesis test concludes that there is a correlation between parents' judgements of sex education in early infancy.

Hendry; Syaifuddin; Sofiyan

The International Conference on Education, Social Sciences and Technology 2023 International Forum of Researchers and Lecturers

The main objective of this research is to determine the role of turnover intention in mediating the adaptation of green culture on the work productivity of lecturers at private universities in Medan City. The approach in this research is quantitative. The population comes from 5 private universities in Medan City, totaling 728 students. The sampling technique used cluster sampling, where 258 educational staff were used as research samples. The data analysis technique for this research uses statistical analysis, namely the Partial Least Squares-Structural Equation Model (PLS-SEM), which aims to carry out path analysis with latent variables. The results of data analysis show that the adaptation of green culture directly has a significant effect on employee work productivity. Then, turnover intention hurts employee work productivity. Finally, indirect turnover intention does not significantly mediate the adaptation of green culture on employee work productivity. The implications of the findings in this research show that green cultural adaptation currently needs to be carried out by private universities. The provision of green open space and green cultural values at the private higher education level in Medan City has yet to be consistently and sustainably implemented.

Tri Diantami; Siwi Widura Yuwana; Eni Nurhayati

Jurnal Riset Rumpun Ilmu Bahasa 2023 Pusat riset dan Inovasi Nasional

This article aims to discuss in detail the importance of language education in building a cultured character at the PGRI 9 SIDOARJO Junior High School level. Language education has a very important role in shaping the character of students, especially during adolescence which is a crucial period in the formation of their personality. Language education at Junior High School PGRI 9 SIDOARJO provides opportunities for students to develop language skills, both in speaking, writing, reading and listening. Students learn grammar, vocabulary, and language skills needed in everyday life. Language education is also important in building a cultured character. Students are exposed to literary works that represent diverse cultural values, develop empathy, tolerance and understanding of cultural diversity. Language education teaches good communication ethics, respect for the opinions of others, courtesy, and honesty. Students learn to respect and understand the perspectives of others and communicate effectively by taking into account social and cultural contexts. Good language skills open doors for students to acquire new knowledge and access broader information. Language education provides a strong foundation for students in studying other subjects, developing interests and talents, and facing challenges in an increasingly global world of work. This article emphasizes the importance of language education in building cultured character at Junior High School PGRI 9 SIDOARJO. Language education improves language skills, understands culture, and develops inclusive, empathetic, and communicative characters

Haeril Haeril

Jurnal MIMBAR ADMINISTRASI 2023 Universitas 17 Agustus 1945

This research will focus on the evaluation of socio-economic development policies in Sape District, Bima Regency, with the aim of understanding the extent to which development efforts have achieved their goals. This study employs a qualitative descriptive method and a Literature Review. The research location includes the Bima Regency Development Planning Agency, the Department of Tourism, the Department of Marine and Fisheries, the Department of Environment, and the Department of Social Affairs of Bima Regency. The research findings indicate that Sape District has significant economic potential in the fisheries and agriculture sectors, but it still faces a considerable level of poverty, especially among coastal households. The economic empowerment of coastal communities needs to be enhanced through skills training programs, financial assistance for business capital, and improved access to business loans. Furthermore, a specific focus on generating employment opportunities, particularly for young people, is essential. Poor infrastructure and limited accessibility pose significant obstacles to economic development. Investments in infrastructure improvement, such as roads and ports, are required to enhance mobility and market access. Sustainable natural resource management is vital for preserving the potential of fisheries and agriculture in the area. Strict law enforcement against illegal fishing practices and educational efforts to promote sustainable fishing practices are necessary. Climate change impacts, including rising sea levels and extreme weather conditions, affect the region. Therefore, strategies for climate change adaptation and mitigation need to be developed. The evaluation of socio-economic development policies indicates that assistance programs have been implemented, but there is a need for improvement in directing policies toward poverty alleviation, economic empowerment, and sustainable natural resource management.

Devita Maisari; Junaidi Junaidi; Fauzan Fauzan; Nurhasnah Nurhasnah

Ta'rim: Jurnal Pendidikan dan Anak Usia Dini 2023 Sekolah Tinggi Agama Islam Yayasan Pendidikan Ilmu Qur'an Baubau

This research is motivated by the activeness of students in the learning process is a crucial and essential thing that must be understood, understood, and improved by every instructor in the learning process. The learning process is said to be successful and of good quality if all or at least most of the students are actively involved physically. , mental, and social, according to E. Mulyasa who discusses the importance of student activity in the learning process The best level of involvement intellectually, emotionally, and physically defines active learning. Students are enthusiastic learners and always curious. When the environment offers a suitable space for the growth of that activity, the child's natural active power can develop positively. observation. Besides that there are several efforts to increase student activity, such as using an innovative learning approach and then a conducive learning environment approach, as well as providing constructive feedback and providing adequate facilities and involving parents in the learning process.

Pamela Afianti Pangaribuan

Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan 2023 Stikes Kesdam IV/Diponegoro Semarang, Indonesia

Hypertension is the medical definition of high blood pressure. This condition can cause various complications and even death. There are several risk factors that can cause hypertension such as stress levels and poor dietary habits. Objective: to determine the relationship between stress and diet with the incidence of hypertension at the bakti tin hospital in karimun. Methods: This study used a quantitative design with a cross-sectional approach in 92 hypertensive patients using Chi-Square analysis techniques. Results: It is known that respondents who have mild stress are 34 patients (37%) more than patients with moderate and severe stress. Patients who have a good diet as many as 57 patients (62%) are greater than patients who have a poor diet. In this study, patients who had normal blood pressure were 31 patients (33.%), while first-degree hypertension was 27 patients (29.3%), second-degree hypertension was 32 patients (34.8%), third-degree hypertension was 2 patients (2.2%). The results of the analysis show that stress and diet have a relationship with the incidence of hypertension with p value (stress = 0.015, diet = 0.001). Conclusion: there is a relationship between stress and diet with the incidence of hypertension in the bakti tin hospital in karimun. Suggestion: In this case the nurse should be able to provide education to patients so that they can control their minds to avoid stress and regulate their diet to avoid the risk of increasing blood pressure.

Sutan Botung Hasibuan; Era Mutiah; Ali Sadikin Harahap

SIMPATI: Jurnal Penelitian Pendidikan dan Bahasa 2023 CV. Alim's Publishing

This research aims to determine the application of the modeling the way learning model to increase student activity in Islamic Religious Education subjects regarding ablution and prayer in class V of SD Negeri 1001 Batang Bulu. The research used is classroom action research (PTK). Based on the research results, it can be concluded that: (1) Student activity before implementing the modeling the way learning model is still low. This can be seen from the results of observations that have been made. If we look at the level of activity, there are 5 students or 19% who have activity in the "Good" category and there are 21 students or 81% who have activity in the "Not Good" category. (2) Student activity after implementing the modeling the way model began to increase. In cycle I, if we look at the level of activity, there were 12 students or 46% who were active in the "Good" category and there were 14 students or 54% who were active in the "Not Good" category. In cycle II, if seen from the level of activity, there were 2 students or 8% who had activity in the "Very Good" category, there were 20 students or 77% who had activity in the "Good" category and there were 4 students or 15% who had activity in the "Good" category. "Not good.

Baiq Yunia Harlin Indarti; Anita Faradilla Rahim

Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan 2023 Stikes Kesdam IV/Diponegoro Semarang, Indonesia

Counseling is carried out aimed at providing health information and education to adolescents about dysmenorrhea or pain during menstruation which can cause a teenager to be absent from school or other activities where dysmenorrhea is not a disease, but a symptom that arises due to abnormalities in the pelvic cavity and is very severe. Interfere with women's activities, even often requiring sufferers to rest or leave their work for hours due to dysmenorrhea. The method used is to provide information in the form of health promotion to adolescents by using posters as a medium in counseling, giving pre-test and also post-test in the form of questions to adolescents to measuring the effectiveness of the counseling that is being carried out. The extension went well so that in the evaluation there was a level of knowledge from the participants after being given counseling. Extension activities could increase the knowledge of adolescents about desminorrhea and how to reduce pain during menstruation. 

Sortauli Pasaribu; Pestaria Naibaho; Masniar H Sitorus; Malani Simanungkalit; Meditatio Situmorang

Jurnal Sadewa : Publikasi Ilmu Pendidikan, Pembelajaran dan Ilmu Sosial 2023 Asosiasi Riset Ilmu Pendidikan Indonesia

This study aims to determine the level of tendency of the Probing Prompting Model and the level of tendency of PAK Learning Activity of grade XI students of SMK Negeri 1 Laguboti in the 2023/2024 academic year, as well as to determine the existence of a positive and significant influence between the Probing Prompting Model on the Learning Activity of Christian Religious Education and Budi Pekerti of grade XI students of SMK N 1 Laguboti in the 2023/2024 academic year The hypothesis of this study is: There is a positive and significant effect of the Probing Prompting Model on the Learning Activity of Christian Religious Education and Ethics of grade XI students of SMK Negeri 1 Laguboti in the 2023/2024 Learning Year. This type of research is an inferential descriptive quantitative method. The population in this study were all XI students of SMK Negeri 1 Laguboti in the 2023/2024 Learning Year who were Protestant Christians totaling 198 people and the sample was taken 25% of 196 people, totaling 48 people. The instrument of this research is a closed questionnaire. The result of a simple linear equation is Y = 36.9 + 0.608x. The t test results show the value of tcount = 2.753 and ttable = 1.679, so it can be obtained tcount = 2.753> ttable = 1.679. Furthermore, data analysis for hypothesis testing with the f test obtained the value of Fhitung> Ftabel (5.94> 3.20) so it can be concluded that the hypothesis is accepted and based on the results of the coefficient of determination obtained the magnitude of the influence of the Probing Prompting model on the activeness of learning Christian Religious Education and Budi Pekerti Class XI students of SMK Negeri 1 Laguboti School Year 2023/2024 is 14.13% and another 85.87% is obtained from other inherent factors that are not examined in this study.

Sortauli Pasaribu; Pestaria Naibaho; Masniar H Sitorus; Malani Simanungkalit; Meditatio Situmorang

Jurnal Sadewa : Publikasi Ilmu Pendidikan, Pembelajaran dan Ilmu Sosial 2023 Asosiasi Riset Ilmu Pendidikan Indonesia

This study aims to determine the level of tendency of the Probing Prompting Model and the level of tendency of PAK Learning Activity of grade XI students of SMK Negeri 1 Laguboti in the 2023/2024 academic year, as well as to determine the existence of a positive and significant influence between the Probing Prompting Model on the Learning Activity of Christian Religious Education and Budi Pekerti of grade XI students of SMK N 1 Laguboti in the 2023/2024 academic year The hypothesis of this study is: There is a positive and significant effect of the Probing Prompting Model on the Learning Activity of Christian Religious Education and Ethics of grade XI students of SMK Negeri 1 Laguboti in the 2023/2024 Learning Year. This type of research is an inferential descriptive quantitative method. The population in this study were all XI students of SMK Negeri 1 Laguboti in the 2023/2024 Learning Year who were Protestant Christians totaling 198 people and the sample was taken 25% of 196 people, totaling 48 people. The instrument of this research is a closed questionnaire. The result of a simple linear equation is Y = 36.9 + 0.608x. The t test results show the value of tcount = 2.753 and ttable = 1.679, so it can be obtained tcount = 2.753> ttable = 1.679. Furthermore, data analysis for hypothesis testing with the f test obtained the value of Fhitung> Ftabel (5.94> 3.20) so it can be concluded that the hypothesis is accepted and based on the results of the coefficient of determination obtained the magnitude of the influence of the Probing Prompting model on the activeness of learning Christian Religious Education and Budi Pekerti Class XI students of SMK Negeri 1 Laguboti School Year 2023/2024 is 14.13% and another 85.87% is obtained from other inherent factors that are not examined in this study.

Octaviana Tesalonika Krisanti Sagala; Siti Azizah

JURNAL RISET RUMPUN ILMU HEWANI 2023 Pusat riset dan Inovasi Nasional

The purpose of this study was to determine the profile of respondents, the implementation of the Honey Bee Cultivation Training program and the level of farmer satisfaction with the Honey Bee Cultivation Training program. The samples used were 30 breeder samples and data collected by using. Data analysis uses the Index Performance Analysis (IPA) and Customer Satisfaction Index (CSI) methods. The results of this include the characteristics of respondents who took part in the training, the majority of people of productive age were breeders aged 41-50 years as much as 37%. In terms of gender, the majority is male, 83%, which is because the breeders who take part in the Honey Bee Training program are not only from Simalungun Regency, but several breeders come from outside the city of Simalungun Regency. At the educational level, it was found that Bachelor graduates dominated the number by 60%. This is also related to the respondents' farming experience, several respondents who have more than 30 years of farming experience have high creativity and innovation in making stups or bee boxes using cement to prevent theft of beehives. Based on the calculation of the Customer Satisfaction Index (CSI), the performance or service value provided by officers of the Flora Nauli Center Honey Bee Cultivation Training program in Simalungun Regency was 73,15. The CSI Value Criteria explains that the value of 73,15 is in the "Satisfied" criteria.

Alifia Bilqish; Erina Damayanti; Irma Sari Harahap; Nurul Sakinah; Rabiatul Adawiyah Batubara

Jurnal Riset Rumpun Ilmu Bahasa 2023 Pusat riset dan Inovasi Nasional

Reading is the pronunciation of words and the acquisition of words from printed materials. In the era of education 4.0, students' interest in reading, especially students at the elementary school level, needs to be improved. The era of education 4.0 is a challenge in itself, including for elementary schools in fortifying students from the negative impact of the rapid use of technology, especially in students' daily lives. Based on these conditions, the author is interested in discussing a media called E-bookstory to improve students' reading literacy. This research uses the library research method, which is research whose object of study uses library data in the form of books or journals as its data source. Digital books, also known as e-books, are publications consisting of text, images, video or sound, published in digital form and can be read on a computer or other electronic device.  One of the efforts that can be made by educational personnel is to use E-Bookstory media. Interest in reading will arise among children when they find interesting books and contain important knowledge in books, with that children become trained and diligent when reading.  

Alya Resti Saraswati; Vasya Ayu Karmina; Maharani Putri Efendi; Zahrina Candrakanti; Nur Aini Rakhmawati

Jurnal Pendidikan, Bahasa dan Budaya 2023 Pusat Riset dan Inovasi Nasional

In the continuously evolving digital era, Information and Communication Technology (ICT) has transformed the landscape of higher education. One of the emerging innovations is the use of ChatGPT. The use of ChatGPT in the learning process can also have complex impacts. One of the aspects that needs attention is the possibility of an increase in students' levels of laziness, as ChatGPT can interpret and engage in natural human language conversations. The objective of this research is to provide an understanding of how the use of ChatGPT in the context of higher education can influence student behavior and motivation. The research conducted is of an analytical observational type with a cross-sectional approach. The research was conducted at the Institut Teknologi Sepuluh Nopember in Surabaya. The population in this study consisted of ITS students. The sample used in this research included 100 ITS students. Data collection techniques in this study involved surveys through Google Forms and observations. The instruments used in the research included validity sheets, observation sheets, and documentation. Data analysis techniques used in this research included validity testing, observation data analysis, prerequisite testing, and hypothesis testing. The research results indicate that there is an influence of ChatGPT on the level of laziness among students in completing assignments. However, this influence is not statistically significant.

Zulfa Alfi Rohmah

JURNAL ILMIAH TEKNIK INDUSTRI DAN INOVASI 2023 CV. ALIM'SPUBLISHING

. This research aims to analyze the dynamics of religious spread in the urban areas of Semarang through a spatial analysis approach using Geographic Information System (GIS). By utilizing both secondary and recent primary data, this study delineates the patterns of religious spread across various neighborhoods and districts in Semarang. Through the application of GIS, the research produces thematic maps that vividly visualize the distribution of religions in a spatial context. The analysis results reveal diverse patterns of religious spread, with some areas exhibiting a high concentration of a particular religion while others demonstrate significant religious diversity. The importance of environmental factors in shaping the patterns of religious spread is also discussed in this study. The correlation analysis between the presence of places of worship, religious educational institutions, and other environmental variables provides additional insights into the factors influencing the distribution of religions in Semarang. The conclusions drawn from this research contribute to a deeper understanding of religious diversity in urban Semarang. The implications include the potential formulation of more effective development policies, strengthening tolerance among religious communities, and creating an inclusive environment amid the complexities of social and cultural diversity in the city. This research is expected to serve as a foundation for further studies and aid sustainable decision-making at the local level.

Diana Dayaningsih

Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan 2023 Stikes Kesdam IV/Diponegoro Semarang, Indonesia

Background: Knowledge about wound care in families and patients with diabetes mellitus foot wounds needs to be increased so that families can assist in the optimal wound healing process and patients can understand more about wound care. The need for education with booklets and audiovisual media for families of diabetes mellitus patients is to increase the effectiveness of family understanding in detecting signs of diabetes mellitus foot problems and appropriate treatment. The purpose of the case study is to illustrate the application of education using booklets and audiovisual media to increase family knowledge about the treatment of diabetic foot wounds in the Sekaran Health Center target area. This research method uses a case study with a descriptive approach. The results of the study regarding family knowledge about the treatment of diabetes mellitus foot wounds were obtained in subject I before receiving education a good level of knowledge with a score of 24, after receiving education a good level of knowledge with a score of 28, subject II before receiving education a moderate level of knowledge with a score of 19, after receiving education level of knowledge is good with a score of 26. Conclusion: health education is very important to increase family knowledge about the treatment of foot wounds with diabetes mellitus, carried out at the Sekaran Health Center.

Bayu Despriyanto Pratama; Galih Pria Pambayun

Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia 2023 Fakultas Teknik Universitas Maritim AMNI Semarang

Preoperative anxiety is a common issue experienced by patients before undergoing general surgery. This anxiety can negatively impact patients' physiological and psychological conditions and affect postoperative outcomes. A preoperative education program has been implemented as part of community service at the hospital to reduce patient anxiety. This study aims to evaluate the effect of preoperative education on the anxiety levels of patients undergoing general surgery. The method used is a quantitative approach with a pre-test and post-test design. The results show that preoperative education significantly reduces patients' anxiety levels before surgery. Thus, preoperative education can be an effective intervention to improve patients' mental preparedness before undergoing surgical procedures.

Aniska Indah Fari; Bangun Dwi Hardika; Veroneka Yosefpa Windahandayani; Muocharla Frisca

Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan 2023 Stikes Kesdam IV/Diponegoro Semarang, Indonesia

Human Immunodeficiency Virus (HIV) is a virus attacking the human immune system can cause AIDS. Increasing HIV cases and there is transmission in teenager caused by their ignorance about information in risky things. Efforts that can be done is to provide prevention education to teenager. This prevention can be done using ABCDE method (absence of sex, be faithful, condom, drug no/not use drugs, education). It is known different levels of pre and post teenager knowledge about risk prevention education of HIV transmission.Tthis research is a quantitative research and uses a pre-experimental method with one group pretest-posttest design approach. Population in this research is ten grade totaling 524 studnts and sampling 45 respondents. Sampling uses non probability aksidental sampling technique. Education is given through animated videos. Data is analyzed using wilcoxon sign test.The result of this research is majority of respondents aged 16 years totalling 25 (58.1%). Majority of gender is 24 (55.8%) female. Statistical analysis result of wilcoxon sign test is got by p-value of 0.001 (<0.05), so that it can be interpreted that there is different levels of pre and post teenager knowledge about risk prevention education of HIV transmission. This research is expected to give resources about risk prevention of HIV transmission in students and can give motivation to the school in school facilities that can increase knowledge about health.

Desfi Maiza; Supriadi Supriadi; Wedra Aprison; Januar Januar

Al-Tarbiyah: Jurnal Ilmu Pendidikan Islam 2023 STAI YPIQ BAUBAU, SULAWESI TENGGARA

Learning style is an important aspect that must be considered in the learning process. This research was motivated by the discovery of problems where there were several students who had difficulty adapting their way of learning to the teacher's way of teaching in class, students did not understand the subject matter, and many students' learning outcomes were below the standard of completeness. The purpose of the study was to determine whether there was a correlation between learning styles and Islamic Religious Education learning outcomes for class VII students at SMPN 4 Pangkalan Koto Baru District for the 2022/2023 academic year. This type of correlational research uses a quantitative approach. The research sample of all class VII students was 44 people. Research data collection techniques use questionnaires and tests. Data analysis uses the r person product moment test. According to the data analysis, the sig value was obtained. (2-tailed) learning styles and learning outcomes 0.000 < 0.05 at a significance level of 5%, the value obtained is rcount = 0.711 > rtable = 0.304, meaning that the Ha hypothesis is accepted that there is a positive significant correlation between learning styles and Islamic Religious Education learning outcomes for class students VII at SMPN 4 Pangkalan Koto Baru District for the 2022/2023 academic year and Ho was rejected. The correlation coefficient value obtained is 0.711, meaning there is a strong correlation. The coefficient of determination obtained is 0.506 so it can be interpreted that learning style has a moderate contribution of 50.6% and the rest is influenced by other factors..

Nuari Anisa Sivi; Rudi Hartono; Putra Hanafi

Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam 2023 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Data mining is a technology that plays an important role in supporting data-driven decision making, especially in complex and dynamic higher education environments. In the context of education management, the ability to predict student graduation is an essential aspect because it can help institutions plan strategic steps, intervene earlier, and optimize academic resources. This study aims to apply the C4.5 decision tree algorithm to build a student graduation prediction model based on academic data. The research dataset includes key variables such as Grade Point Average (GPA), total Semester Credit Units (SKS) taken, and student attendance rates during lectures. The analysis was conducted using the C4.5 algorithm, which is known for its high level of interpretability, making the model results easy to understand by policy makers. The test results showed an accuracy of 84.6%, indicating that this method has the potential to support data-based academic management systems. These findings are expected to serve as a basis for educational institutions to improve the effectiveness of monitoring and evaluating the student learning process.