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Putri Rindu Kinasih

Jurnal Ilmuan Bahasa dan Sastra Inggris 2025 Asosiasi Periset Bahasa Sastra Indonesia

The animated film KPop Demon Hunters quickly became a worldwide hit, reaching the top of Netflix's global charts with over 33 million views in just two weeks. The highly acclaimed film KPop Demon Hunters has been the subject of some research due to its notable accomplishment. Yet, none of the research above discusses the symbolism that is richly put in the movie. Thus, the research attempts to elaborate on the representation of symbolism in order to provide an alternative viewpoint of the Kpop Demon Hunters, particularly the well-known villain, the Saja Boys. In order to study the underlying meaning of the Saja Boys, the author employs the qualitative method and applies Vrabel's study of deadly sin in relation to the religious symbol. This study concludes that the members of the Saja Boys represent symbolism of the deadly sins, which are anger, envy, greed, lust, pride, gluttony, and sloth. These vices are shown from the behavior of the Saja Boys, such as barking towards fans aggressively, being envious of one’s freedom and happiness, stocking food as much as possible, giving sexual gratification through physical appearance, and being overly proud of it. Not only that, the members of Saja Boys also portrayed the action of overconsumption and laziness.

Muhammad Afrizal; Yudhi Novriansyah; Darham Darham

Maeswara : Jurnal Riset Ilmu Manajemen dan Kewirausahaan 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study aims to determine the influence of marketing strategies and consumer commitment on purchasing decisions for Yamaha NMAX products in Rimbo Bujang using quantitative analysis descriptive research methods with SPSS 26 tests on 96 respondents. The results of the study indicate that the Marketing Strategy variable (X1) has a significant influence on the Purchase Decision (Y) of Yamaha NMAX products in Rimbo Bujang. Then the Consumer Commitment variable (X2) also has a significant influence on the Purchase Decision (Y) of Yamaha NMAX products in Rimbo Bujang. While simultaneously Marketing Strategy (X1) and Consumer Commitment (X2) together have a significant influence on the Purchase Decision (Y) of Yamaha NMAX products in Rimbo Bujang. The coefficient of determination (R²) value of 0.777 indicates that 77.7% of the variation in Purchase Decisions is influenced by Marketing Strategy and Consumer Commitment, while the remaining 22.3% is influenced by other factors outside this study. These findings provide important insights for more effective business strategies, especially in increasing product sales through a better approach to consumers. By understanding the factors that influence purchasing decisions, companies can optimize more targeted marketing strategies and increase levels of consumer satisfaction and loyalty.  

Rizky Herdianto; Audita Nuvriasari

International Journal of Entrepreneurship and Management 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study aims to analyze the effect of customer experience and service quality on customer loyalty with customer satisfaction as a mediator. The sample in this research consists of 100 respondents who have visited Kopi Pirak. The data collection technique used is a survey method with a questionnaire as the research instrument. The instrument test results indicate that the statement items show that the convergent validity test meets the required criteria. The results of this study prove that: Customer Experience does not have a significant effect on Customer Loyalty, Service Quality has a positive and significant effect on Customer Loyalty, Customer Experience has a positive and significant effect on Customer Satisfaction, Service Quality has a positive and significant effect on Customer Satisfaction, Customer Satisfaction has a positive and significant effect on Customer Loyalty, Customer Satisfaction has a significant effect in mediating the relationship between Customer Experience and Customer Loyalty, Customer Satisfaction has a significant effect in mediating the relationship between Service Quality and Customer Loyalty. The findings of this study imply that future researchers should test the model using samples with a larger business scale to obtain more varied results. The findings of this study also imply that Kopi Pirak needs to improve customer experience in order to enhance customer loyalty.

R. Zaevan Khazafi Putra; Riza Pahlevi; Ronald Naibaho; Agus Nugroho

Prosiding Seminar Nasional Ilmu Teknik 2025 Asosiasi Riset Ilmu Teknik Indonesia

The dynamic changes in weather patterns in Jambi City require an accurate temperature prediction system, thus this study aims to compare the performance of Random Forest and Support Vector Regression (SVR) algorithms in predicting daily maximum temperatures using weather data from 2020–2024 obtained from OpenMeteo with the application of Feature Engineering including lag and rolling window features. The test results indicate that the SVR model with a Radial Basis Function (RBF) kernel optimized using Grid Search (C=10, epsilon=0.2, gamma=0.01) significantly outperforms Random Forest based on a statistical Paired T-test (p-value < 0.05), yielding an R-squared (R²) value of 87.46%, Mean Absolute Error (MAE) of 0.3818 °C, and Root Mean Squared Error (RMSE) of 0.4964 °C compared to Random Forest's R² of 84.05%, where the previous day's temperature (lag) and three-day rolling average were identified as the most dominant predictors, leading to the recommendation of SVR as the more effective method for temperature prediction in the study area.

Widya Evriyani Putri; Zul Afdi Saputra; Safuridar Safuridar

Jurnal Publikasi Ekonomi dan Akuntansi 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to examine the influence of investment, labor, and unemployment rates on economic growth in Aceh Province. Economic growth is one of the main indicators in assessing the success of a region's development, so it is important to understand the factors that can influence it. The data used in this study are secondary data in the form of annual data for the period 2009–2023 obtained from the Central Statistics Agency (BPS) of Aceh Province and several related institutions. Data analysis was conducted using the multiple linear regression method with a time series approach. The results of the analysis show that the investment variable has a positive and significant influence on economic growth in Aceh Province, indicating that increased investment can encourage increased regional economic output. The labor variable also has a positive influence on economic growth, although its significance is lower compared to investment. Meanwhile, the unemployment variable has a negative and significant influence on economic growth, which means that increasing unemployment rates can suppress the rate of economic growth in Aceh Province.

Sumina Sumina; Yusuf Hariyoko; Wahid Hidayat

Parlementer : Jurnal Studi Hukum dan Administrasi Publik 2025 Asosiasi Peneliti dan Pengajar Ilmu Hukum Indonesia

This study is motivated by the high frequency and significant impacts of flooding in Indonesia, particularly the recurrent flooding of the Kali Lamong River in Gresik Regency, which causes substantial socio-economic losses each year. Although disaster management is normatively regulated by national policies, its effectiveness depends largely on collaborative governance among multiple actors. This study aims to analyze the practice of collaborative governance in flood mitigation in Gresik Regency using the model of Weber, Lovrich, and Gaffney (2005), which includes vertical, horizontal, and partnership dimensions, and to identify the key challenges that hinder its implementation. A descriptive qualitative approach was employed in flood-affected areas along the Kali Lamong River, involving BPBD, DPUTR, sub-district governments, village authorities, and local communities through interviews, observations, and document analysis. The findings reveal that collaboration has been established and functions relatively well, particularly in hierarchical coordination, division of roles among government agencies, strengthening of Destana, KENCANA, and SPAB programs, as well as CSR involvement and community participation all contributing to reduced flood duration. However, the implementation of collaborative governance remains constrained by slow land acquisition and infrastructure development, a predominantly reactive orientation, suboptimal early-warning systems between upstream and downstream areas, and uneven support from the private sector and academia. The study concludes that strengthening collaborative mechanisms and accelerating the resolution of structural barriers are essential to achieve more sustainable flood mitigation efforts in Gresik.

Yesy Sandry Tumanan; Vemy Alsar; Novrianti Tandiongan Mindi; Ronaldo Stefanus

Aljabar : Jurnal Ilmuan Pendidikan, Matematika dan Kebumian 2025 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

This papper reviews a range of studies that examine the influence of cultural and religious differences on the effectiveness of the counselor–client relationship. The main focus is on how cultural identity and religious beliefs shape the way individuals understand problems, interpret personal experiences, and respond to the counseling process. The literature shows that differences in values, communication styles, and spiritual orientations can affect the quality of the relationship, especially during the stages of building trust and setting counseling goals. At the same time, counselors who possess multicultural competence and sensitivity toward religious diversity are better able to adapt their approaches so clients feel respected and emotionally secure. This review also highlights the importance of counselor self-reflection to avoid personal bias in sessions, particularly when working with clients from backgrounds that differ greatly from their own. By examining various academic sources, this article argues that an effective counseling relationship depends not only on technique but also on the counselor’s ability to understand the client’s life context. The findings of this literature review contribute to the development of more inclusive and culturally responsive counseling practices.

Mesy Nadia Safitri; Mega Kencana; Suci Fajrina

Imajinasi : Jurnal Ilmu Pengetahuan, Seni, dan Teknologi 2025 Asosiasi Seni Desain dan Komunikasi Visual Indonesia

In today's digital era, the dance learning process is no longer limited to conventional studios. Various technologies, ranging from instructional videos and interactive media to virtual reality, are increasingly being utilized in dance education. Through a systematic literature review (SLR), this study examines the effectiveness of various dance learning tools based on empirical findings and development studies. This study compiles, compares, and summarizes research findings on the use of various media (such as video, VR, interactive PowerPoint, and augmented reality) and their impact on several aspects, including material comprehension, movement skills, aesthetic appreciation, and student engagement. The analysis shows that digital technology can improve dance learning outcomes across the cognitive, psychomotor, and motivational domains. However, challenges such as limited technological facilities and the need for teacher training still need to be addressed. This study also provides recommendations for educators and dance learning developers to integrate technology in harmony with appropriate pedagogical approaches.

Fivin Anjani; Mahardika Putri Buana; Adellisa Alya Avrillita; Endrise Septina Rawanoko

Jurnal Pendidikan dan Kewarganegara Indonesia 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

This study aims to analyze the role of teachers in strengthening the Pancasila Student Profile (P5) as an effort to develop the character of third-grade students at SDN Kestalan. Strengthening P5 is an essential component of the Merdeka Curriculum because it functions to shape students’ character holistically through six main dimensions. However, the implementation of P5 in elementary schools still faces several challenges, such as uneven teacher understanding, less structured planning, and diverse student characteristics. This research uses a qualitative descriptive approach with observation, interview, and documentation techniques to obtain in-depth data on teacher practices, integration strategies, obstacles, and the impact of P5 implementation. The results show that teachers have an adequate understanding of the P5 concept and strive to integrate it through interactive lectures, question-and-answer sessions, simple experiments, the habituation of the 5S culture, and creative projects that actively involve students. The obstacles encountered are generally related to discipline issues, emotional immaturity, limited facilities, and suboptimal parental involvement. However, these challenges can be reduced through personal approaches, positive motivation, support from school facilities, and collaboration with parents. The implementation of P5 has been proven to have a positive impact on students’ character development, especially in the aspects of politeness, cooperation, responsibility, and self-confidence. Therefore, the strategic role of teachers and the support of a conducive learning environment are key factors in the success of character strengthening through P5.         

Evwiekpaefe, Abraham Eseoghene; Chinyio, Darius Tienhus; Tohomdet, Loreta Katok

Journal of Computing Theories and Applications 2025 Universitas Dian Nuswantoro

This study developed and evaluated an AI-integrated Virtual Reality (VR) system designed to enhance personalized learning in higher education. While VR improves engagement, existing systems often lack adaptivity or experience high latency during AI interactions. To address these limitations, this research introduces a novel integration of a cache-optimized Llama 2 Large Language Model (LLM) that delivers real-time, motivationally grounded feedback. The system was implemented using Unity 3D and validated with 50 undergraduate students. Technical validation showed that the cache layer reduced interaction latency from 17.7 ms to 14.2 ms and maintained zero system crashes throughout the pilot. Learner motivation was assessed using Keller’s ARCS model, yielding mean scores ranging from 4.08 to 4.69 across all dimensions. Independent t-tests (p > 0.05) and negligible effect sizes (Cohen’s d < 0.2) revealed no significant difference between technical (ICT) and non-technical (Physics) students. These findings confirm that the proposed system effectively bridges technological and motivational gaps, providing a robust model for adaptive, immersive education.

Dicky Bimas Prayoga; Darham Wahid; Yudhi Novriansyah

Jurnal Manajemen Kewirausahaan dan Teknologi 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study aims to determine the effect of price and promotion on purchasing decisions for Aguen brand Bottled Drinking Water (AMDK). The method used is quantitative descriptive research with SPSS 26 analysis of 96 respondents. The results of the study indicate that the price variable (X1) has a significant effect on purchasing decisions (Y), with a calculated t value of 9.360 and significance (0.00<0.05). Likewise, the promotion variable (X2) has a significant effect on purchasing decisions (Y) with a calculated t value of 6.085 and significance (0.00<0.05). Simultaneously, price (X1) and promotion (X2) also have a significant effect on purchasing decisions (Y), with a calculated F value of 107.470 and significance (0.00<0.05). The coefficient of determination (R²) value of 0.698 indicates that 69.8% of the variation in purchasing decisions can be explained by price and promotion factors, while the remaining 30.2% is influenced by other factors not examined in this study.

Dea Ayu Kirana Mukti; Yudhi Novriansyah; Isman Isman

Jurnal Manajemen Bisnis Era Digital 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This research aims to determine the influence of the Work Environment on Job Satisfaction as mediated by the Motivation of Civil Servants at the Bungo District Cooperative, Small and Medium Enterprises, Industry, and Trade Office. Using a Quantitative Descriptive Research Method with Smart PLS 4.0 testing on 34 respondents. The results of this study directly show that the Work Environment (X) affects Job Satisfaction (Y) with a T-statistic value of (2.919 > 1.96). The Work Environment (X) affects Motivation (Z) with a T-statistic value of (4.233 > 1.96). Meanwhile, Motivation (Z) affects Job Satisfaction (Y) with a T-statistic value of (2.608 > 1.96). Indirectly, the Work Environment (X) does not significantly affect Job Satisfaction (Y) mediated by Motivation (Z), where the T-statistic is (1.824 < 1.96). Furthermore, it is recommended that the leadership foster a conducive work environment and employe commitment to their jobs to create opportunities for career advancement, which will increase the work motivation of civil servants in the Bungo District Cooperative, Micro, Small, and Medium Enterprises, Industry, and Trade Service.

Nurul Aini Mm. Sodik; Siti Nur Azkiah I. Hulawa; Nuraini Mauke; Tiara Avrianti Pilo; Melia Frilia Pakaya

Jurnal Pendidikan Anak Usia Dini dan Kewarganegaraan 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

This study aims to determine the effect of authoritative parenting on the independence of children aged 4-5 years. The ex-post facto method was used as the research method, with the population being all parents of TPA Siti Hajar who use authoritative parenting. The sample was determined using a total sampling technique with data collection using a questionnaire. Data analysis was conducted using normality tests and simple regression. The results showed that parents use an authoritative parenting style. Respondents always ask their children about their lessons at school (64.08%), listen to their children talk about their school situation (57.00%), and provide encouragement when their children start to be lazy about their homework (66.70%), with a level of independence in the fairly good category, with indicators of self-confidence (65.00%), being able to make their own choices (52.31%), being responsible (50.60%), and being easy to make friends (55.00%). Therefore, the conclusion that can be conveyed is that there is an influence of authoritative parenting on the independence of children aged 4-5 years with a percentage of 46.00%. This study aims to determine the effect of authoritative parenting on the independence of children aged 4-5 years. The ex-post facto method was used as the research method, with the population being all parents of TPA Siti Hajar who use authoritative parenting. The sample was determined using a total sampling technique with data collection using a questionnaire. Data analysis was conducted using normality tests and simple regression. The results showed that parents use an authoritative parenting style. Respondents always ask their children about their lessons at school (64.08%), listen to their children talk about their school situation (57.00%), and provide encouragement when their children start to be lazy about their homework (66.70%), with a level of independence in the fairly good category, with indicators of self-confidence (65.00%), being able to make their own choices (52.31%), being responsible (50.60%), and being easy to make friends (55.00%). Therefore, the conclusion that can be conveyed is that there is an influence of authoritative parenting on the independence of children aged 4-5 years with a percentage of 46.00%.

Hajar Hajar; Hasnia Hasnia; Inez Vravty Lestari; Herawaty Herawaty; Sumarni Syam

Jurnal Inovasi Riset Ilmu Kesehatan 2025 Pusat Riset dan Inovasi Nasional

Low Birth Weight (LBW) is one of the leading causes of neonatal mortality and contributes to an increased risk of growth and developmental disorders in later life. Maternal nutritional status during pregnancy and the utilization of antenatal health services are important factors influencing fetal growth and development. Pregnant women with poor nutritional status are at higher risk of delivering low birth weight infants due to insufficient intake of essential nutrients required during pregnancy. In addition, inadequate utilization of antenatal care services may result in delayed detection and management of pregnancy-related complications. This study aimed to determine the relationship between maternal nutritional status and the utilization of health services with the incidence of LBW. The research employed an observational analytic design with a cross-sectional approach. The study population consisted of all women who delivered in the working area of Puskesmas X in 2026. A total of 80 respondents were selected using purposive sampling. Data were collected from maternal and child health (MCH) books and medical records and analyzed using the Chi-square test. The results showed a significant relationship between maternal nutritional status and the incidence of LBW (p=0.002), as well as between the utilization of health services and the incidence of LBW (p=0.004). It can be concluded that maternal nutritional status and compliance with antenatal visits are significantly associated with LBW, highlighting the need to improve nutritional monitoring and the quality of antenatal care services.

Nurzahara Sihombing; M. Agung Rahmadi; Laila Zahra; Putri Ramadhani; Ferius Lahagu +4 more

Jurnal Inovasi Riset Ilmu Kesehatan 2025 Pusat Riset dan Inovasi Nasional

This meta-synthesis examines in depth the effectiveness of technology-assisted therapy (TAT) in the treatment of war-related trauma through a systematic analysis of 47 empirical studies with a total of 6,842 participants published between 2010 and 2024. The quantitative synthesis indicates that the implementation of TAT demonstrates statistically significant effectiveness in reducing the severity of post-traumatic stress disorder symptoms (d=0.78, 95% CI [0.65, 0.91]), anxiety (d=0.69, 95% CI [0.54, 0.84]), and depression (d=0.72, 95% CI [0.58, 0.86]) among populations affected by armed conflict. Among the various digital modalities, Virtual Reality Exposure Therapy (VRET) exhibits the strongest therapeutic effect (d=0.85) compared with mobile-based intervention (d=0.71) and teletherapy (d=0.68). Further moderator analysis identifies the optimal intervention duration as 12 to 16 weeks, with a significant effect contribution (β=0.34, p<.001) and a relatively moderate dropout rate of 18.7%. These findings extend Tng et al. (2024) by confirming the superiority of VRET and by confirming the significance of therapist support for the effectiveness of TAT (Wu et al., 2025). In contrast to the meta-analysis by Eshuis et al. (2021), which emphasized a single approach, this study reveals that hybrid interventions that integrate multiple digital platforms simultaneously (d=0.89) are superior to single-platform interventions (d=0.67). Overall, the results of this meta-synthesis provide a strong empirical foundation for the development of more comprehensive, adaptive, and contextually relevant TAT protocols for war-related trauma.

Muhammad Reza Pahlevi; Muhammad Rizqi; Damas Bhanuarta; Muhammad Akhsan Daffala; Ito Setiawan

Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika 2025 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

This study aims to formulate an information technology development strategy for CV. Situsindo Prima using the VRIO (Value, Rarity, Imitability, Organization) and SWOT (Strengths, Weaknesses, Opportunities, Threats) approaches. CV. Situsindo Prima is a company engaged in Software Development and IT Consulting, focusing on providing technological solutions for both public and private sectors in Purwokerto, Indonesia. The research employs a qualitative descriptive approach by utilizing secondary data obtained from the company profile, literature reviews, and previous studies relevant to strategic information systems management. The results indicate that the company possesses several competitive advantages derived from its competent human resources, strong project reputation, and well-established relationships with public institutions. The VRIO analysis reveals that these resources have significant strategic value and potential for sustainable competitive advantage if supported by an effective organizational system. The SWOT analysis further identifies that internal strengths can be leveraged to capture external opportunities, such as the increasing demand for digital transformation and government support for technological innovation. The formulated strategies include developing a knowledge management system, implementing Service Level Agreements (SLA) for after-sales services, innovating products based on cloud computing and Internet of Things (IoT), and enhancing human resource capabilities through training and certification programs. In conclusion, this research successfully achieved its objectives by producing a comprehensive and applicable IT development strategy for CV. Situsindo Prima. The findings are expected to serve as a reference for strategic planning and strengthening competitive advantage within the digital transformation era.

Agustian Rosa Fajri; Anzu Elvia Zahara; Muthmainnah Muthmainnah

Jurnal Inovasi Ekonomi Syariah dan Akuntansi 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The implementation of online zakat payments by BAZNAS Jambi Province faced several challenges, including suboptimal use of the Simba application due to system errors. Additionally, there was a lack of public trust in online zakat payments, insufficient public literacy on the matter, and inadequate socialization and education from BAZNAS Jambi regarding the online payment process. This study used a qualitative descriptive approach, with data collection via interviews. To optimize digital zakat management, BAZNAS Jambi implemented a strategy involving both their website and the SIMBA system, offering two digital payment options: transfers and QRIS codes. They also pursued partnerships with companies and promoted zakat payments through social media platforms such as YouTube, TikTok, Facebook, Google Ads, Meta Ads, as well as TVRI and RRI television. However, there were challenges, including human resource limitations at BAZNAS Jambi, which resulted in delays when verifying factual data. Additionally, high IT operational costs limited the effectiveness of SIMBA and the website. The coordination issues, including both functional and institutional coordination, were also identified as significant problems. To address these challenges, BAZNAS Jambi has been working on solutions such as community education, socializing zakat management with the public and local government agencies (OPDs), and improving internal coordination.         

Marini Marini; Marselino Saputra Mbusa; Anin Chitarisa Silitonga; Alienra Davry Nanda Kadun MT

Jurnal Riset Rumpun Ilmu Sosial, Politik dan Humaniora 2025 Pusat Riset dan Inovasi Nasional

Sanitation facilities are a fundamental element that contributes to creating a healthy, comfortable, and productive learning environment in higher education institutions. This study aims to describe the availability of sanitation facilities in the Office Administration Management Study Program, analyze the factors that influence their condition, and explore the perspectives of the academic community regarding their quality and usefulness. A qualitative descriptive approach was employed, with data collected through field observations, in-depth interviews, and documentation. The informants of this study consisted of students, lecturers, administrative staff, and facility managers. The findings reveal that sanitation facilities such as toilets, sinks, and trash bins remain inadequate in terms of quantity, physical condition, and distribution within the campus area. Several key challenges were identified, including limited financial resources, suboptimal management practices, low awareness and discipline among users, and the absence of clear and strict institutional policies related to sanitation standards. The academic community generally perceives that the available sanitation facilities do not meet the expected standards of comfort and hygiene, which may negatively affect the quality of learning experiences and academic activities. This study highlights the importance of strategic planning, adequate budget allocation, and supportive institutional policies in improving the quality of sanitation facilities. The implications of the study are expected to provide valuable input for higher education managers in formulating policies and planning facilities that are more responsive to the needs of the academic community, thereby supporting effective, professional, and sustainable educational governance.

Yudi Kurniawan; Agung Santoso Pribadi; Vriska Putri Rakhmasari

International Journal of Health and Medicine 2025 Asosiasi Riset Ilmu Kesehatan Indonesia

This study aims to evaluate the Resource Development and Installation (RDI) technique to reduce symptoms of Posttraumatic Stress Disorder (PTSD) in female victims of domestic violence. Domestic violence (which falls under the category of intimate partner violence/IPV) is a global public health problem that contributes significantly to women's mental health disorders, including post-traumatic stress disorder (PTSD). Recent systematic evidence shows a strong association between various forms of IPV and adverse mental health outcomes in women, with large variations in prevalence across contexts. Resource Development and Installation (RDI) is a psychological stabilization procedure within EMDR aimed at generating positive resources in individuals exposed to traumatic experiences. The research method used in this study was multiple baseline with a single case (single case research), namely research conducted on subjects with the aim of determining the magnitude of the effect of treatment given repeatedly over a certain period. This study involved three adult female participants who experienced trauma symptoms due to violence perpetrated by an intimate partner in a domestic context. The data analysis technique used in this study was visual inspection by comparing changes in trauma scores in respondents between the baseline and intervention phases. Trauma symptoms were measured using the Harvard Trauma Questionnaire (HTQ). There was a decrease in HTQ scores from an average of 2.9 (presence of PTSD symptoms) before the intervention to 2.1 (minimal). Resources Development and Installation were effective in reducing trauma symptoms in female victims of violence. This was evident in the decrease in trauma symptom scores between before and after the provision of Resources Development and Installation to female victims of violence.

Ingke Fuji Utami Br Barus; Novriyenni Novriyenni; Imeldawaty Gultom

Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika 2025 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

The Merdeka Curriculum implemented in various schools in Indonesia aims to provide flexibility in learning, where students can learn according to their individual needs, interests, and pace. One of the challenges in implementing this curriculum is how to effectively identify classroom activity and student discipline. SD Islamiyah, as a school that implements the Merdeka Curriculum, also faces challenges in understanding variations in student classroom activity and discipline. Some students are able to learn in a disciplined manner with little guidance, while others require more intensive support from teachers. Therefore, a system is needed that can group student data more systematically so that teachers can develop teaching strategies that suit the needs of each group of students. One algorithm that can be used in data grouping is k-means clustering. The K-Means algorithm is a non-hierarchical algorithm derived from the data clustering method. The K-Means algorithm begins with the formation of cluster partitions at the beginning, then iteratively refines these cluster partitions until there are no significant changes in the cluster partitions. The K-Means method partitions data into groups so that data with similar characteristics are placed in the same group and data with different characteristics are grouped into other groups. This method can help group students more accurately based on their Class Activity and Discipline. From the results of the analysis, it was concluded that the student data group with Class Activity was Moderately Active Students, with Discipline being Disciplined, and an average score of 71-80.