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Limited access to adequate housing remains a major challenge for low-income households in Indonesia, including in Banyumas Regency. The subsidized housing program has been implemented as a public policy instrument to improve housing affordability while enhancing social and economic welfare. This study aims to analyze the role of subsidized housing in improving housing access and the economic conditions of low-income communities in Banyumas Regency. The research adopts a qualitative approach using a documentation study method by collecting and analyzing policy documents, official government reports, scholarly journal articles, and relevant publications related to subsidized housing and the socio-economic conditions of low-income households. Data analysis was conducted through content analysis to interpret the role of subsidized housing based on indicators of housing affordability and household economic impacts. The findings indicate that subsidized housing significantly reduces the housing cost burden of low-income households from levels exceeding the affordability threshold to a more economically manageable range. The reduction in housing expenditure contributes positively to household economic stability by allowing savings and reallocation of income toward productive needs such as education, healthcare, and financial security. However, the effectiveness of subsidized housing in improving economic outcomes is still influenced by location and accessibility of housing areas. This study concludes that subsidized housing plays a crucial role in expanding housing access and improving the economic conditions of low-income communities, while requiring integrated and sustainable policy support to maximize its long-term benefits.

This study aims to analyze the ego defense functions used by the character Cinderella in facing oppression perpetrated by her stepmother and stepsisters in the Walt Disney film Cinderella (1950). This study uses a descriptive qualitative approach, namely an approach that focuses on depicting phenomena in depth and systematically. Research data were obtained through analysis of dialogue, storyline, and the behavior of the main character relevant to the focus of the study. The analysis was conducted with reference to Sigmund Freud's psychoanalytic theory, particularly the concept of ego defense mechanisms as a form of individual response to psychological stress. The results of the study indicate that the character Cinderella uses five types of ego defense mechanisms in facing conflict and emotional stress, namely repression, denial, displacement, rationalization, and reaction formation. These ego defense mechanisms play an important role in helping Cinderella maintain emotional stability, manage psychological suffering, and maintain a positive attitude amidst the oppressive situation she experiences.

The lompong flower is an ornamental plant that requires stable soil moisture conditions and a stable environment so that it can grow optimally. Moisture level mismatches often hinder growth and even have the potential to cause plant damage. This research aims to design and implement an Internet of Things (IoT)-based humidity monitoring system that is able to monitor the humidity condition of the pond flower in real-time. The system developed uses soil moisture sensors as input devices, microcontrollers as data processors, and internet networks as a medium for sending data to the monitoring platform. The data obtained is displayed directly so that users can know the actual humidity conditions and take appropriate maintenance actions. The results show that the system is able to display moisture data with a good level of accuracy, as well as provide relevant information for users in plant care decision-making. The implementation of this system has proven to be effective in supporting the maintenance of lompong flowers, especially in maintaining soil moisture stability. This research is expected to be a reference for the development of IoT-based ornamental plant monitoring technology, as well as contribute to improving the quality of plant care in a more efficient and measurable manner.

This study aims to determine the extent of the influence of network disruptions within the Ministry of Transportation's online system on the crew signing process (sign-on/sign-off) conducted by PT. Menara Suar Maritim, Tanjung Balai Karimun Branch. The online system is a vital instrument that supports the administrative efficiency of crew signing, serving as legal evidence and fulfillment of employment requirements on board in accordance with shipping regulations in Indonesia. In practice, this system acts as a link between shipping companies, government agencies, and the crew; thus, network stability is a decisive factor for the success of the process. However, frequent network disruptions lead to service delays, accumulation of physical files, and hindered ship departure schedules, which impact company operations. The method used is field research through direct observation, interviews with relevant parties, and library research by reviewing relevant regulations and literature to strengthen the analysis. This research is expected to serve as a reference for shipping companies and related agencies in improving the effectiveness of crew signing services to support smooth operational processes while ensuring maritime safety. The results indicate that network disruptions directly affect the document verification stage, as well as the data input process for the issuance of signing certificates.

The 50 meter freestyle is a sprint event that requires explosive strength, efficient technique, and optimal body stability. Arm muscle strength contributes directly to propulsion, while core muscle strength supports stability and force transfer. This study aimed to analyze the influence of arm and abdominal muscle strength on 50-meter freestyle swimming performance among athletes of the Science Swimming Team (SST) Sidoarjo. A quantitative correlational design was employed with a sample of 10 athletes aged 10–12 years (5 males, 5 females). Arm muscle strength was measured using the pull-up test, abdominal strength with a 30-second sit-up test, and swimming performance with the best time in a 50-meter freestyle trial. Data were analyzed using Spearman correlation and multiple linear regression with a 0.05 significance level. Results indicated a significant correlation between arm strength and swimming performance (r = 0.773; p = 0.009), while abdominal strength showed a positive but non-significant correlation (r = 0.609; p = 0.062). Regression analysis revealed that both variables together explained 57.7% of the variance in swimming speed. It is concluded that arm muscle strength has a dominant influence on freestyle sprint performance, whereas core muscles serve as supporting factors for stability and efficiency. These findings highlight the importance of integrated training programs combining arm and core strengthening to optimize sprint performance in young swimmers.

Youth radicalization is a serious issue that threatens social harmony, national stability, and the sustainability of nationhood in Indonesia. Various reports indicate that nearly one-third of terrorism perpetrators over the past decade have come from young people, signaling ideological vulnerability among the productive age group. This article aims to propose a youth deradicalization approach through contemporary Islamic thought, emphasizing rationality, openness of thinking, and humanism as its main foundations. This study employs a qualitative method with a literature review approach by analyzing the works, ideas, and thoughts of contemporary Islamic scholars and examining their relevance in the context of youth development and empowerment. The findings show that contemporary Islamic approaches that emphasize critical reasoning, dialogue, and respect for humanity are effective in shaping moderate attitudes, fostering social awareness, and strengthening an inclusive and tolerant Islamic identity. Therefore, this article recommends that religious education be integrated into curricula that emphasize the values of religious moderation, respect for diversity, and the rejection of violence. This approach is expected to help young people become more tolerant, adaptive, and resilient against the influence of extremist ideologies that are harmful to society.

Rainfall is a crucial factor in the stability of the Earth's ecosystem and has a significant impact on agriculture, forestry, energy, and water management. However, increasingly unstable climate change makes rainfall patterns difficult to predict accurately using traditional methods. The city of Medan, the capital of North Sumatra Province, has a tropical rainforest climate with an average annual rainfall of approximately ±2200 mm and an average temperature of 27°C. Significant weather fluctuations in this area can trigger flooding when rainfall increases and cause water shortages when rainfall decreases (BMKG, 2021). Therefore, a prediction approach that can manage non-linear and dynamic data is needed. Artificial Neural Networks (ANN) are one of the reliable machine learning methods for detecting data patterns. By using the backpropagation algorithm, the model can gradually reduce prediction errors, making it widely used in weather forecasting applications. In this regard, this study uses ANN with the backpropagation method to forecast monthly rainfall in Medan City by utilizing data from 2022–2024 as training and testing data.

This study is motivated by the increasing need for accurate modeling and classification of one-dimensional signal data in intelligent systems. The rapid development of deep learning has led to the adoption of more adaptive and complex neural network architectures capable of capturing both temporal dependencies and local patterns in sequential data. This research aims to analyze and compare the performance of several deep learning models, namely Recurrent Neural Network (RNN), Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU), and a hybrid Convolutional Neural Network–GRU (CNN–GRU) model for signal data classification. The research method employs a quantitative experimental approach involving data preprocessing, windowing, model training, and performance evaluation. Model performance is evaluated using accuracy, precision, recall, and F1-score metrics. The results indicate that the hybrid CNN–GRU model outperforms the other models, particularly in capturing local features and long-term temporal dependencies within signal data. These findings suggest that the integration of convolutional layers and recurrent mechanisms enhances feature representation and learning stability. This study is expected to contribute both theoretically and practically to the development of deep learning models for signal processing and time-series-based intelligent applications.

Stock price prediction remains a complex challenge due to the dynamic and non-linear nature of financial markets, especially for banking stocks like PT Bank Negara Indonesia (Persero) Tbk (BBNI). This study aims to optimize BBNI stock price forecasting by integrating an automated Extract, Transform, Load (ETL) pipeline with the Long Short-Term Memory (LSTM) algorithm within a data engineering framework. Historical data from 2019 to 2025 were processed through a structured ETL sequence—including data cleaning, feature engineering, and MinMaxScaler normalization—to ensure high data quality. The dataset was partitioned into 80% for model training and 20% for testing to ensure rigorous evaluation. The results demonstrate that the systematic ETL approach significantly enhances model stability and predictive accuracy compared to conventional methods. The LSTM model effectively captured long-term temporal dependencies, providing reliable trend forecasts with an impressive test accuracy, achieving a Root Mean Squared Error (RMSE) of 0.0354. This research underscores that integrating robust data engineering practices with deep learning is essential for building resilient financial decision-support systems.

Employee cooperatives play a strategic role as an economic buffer for teachers and school staff, particularly in providing access to safe, transparent, and equitable financial services. This study aims to evaluate the salary and share deduction system in managing member loans at the “Maju Terus” Employee Cooperative of SMKS Yohanes XXIII Maumere. The evaluation focuses on salary deduction procedures for active members, share deduction mechanisms for inactive members, handling of arrears, system effectiveness, obstacles encountered, causes of obstacles, and improvement efforts that have been made. The research method used is a descriptive qualitative approach with data collection techniques through observation, interviews, and documentation studies. The study results show that the salary and share deduction system has been implemented in a structured and effective manner, successfully maintaining the non-performing loan rate below 2% for the past three years, as well as supporting cash flow stability and increasing cooperative revenue. However, the implementation of this system still faces obstacles such as late payment of salary deductions by the school treasurer, insufficient shares of inactive members to cover arrears, a manual recording system, and minimal outreach to new members. Improvement efforts that have been made include monthly coordination meetings, intensive outreach, transparency through membership books, quarterly reporting, and the implementation of moral sanctions. These findings confirm that the salary and share deduction system is not only a loan security tool, but also a concrete manifestation of cooperative values: kinship, collective responsibility, and economic justice.

This study aims to examine the influence of non-performing loans (NPLs) on the financial performance of KSP Kopdit Hiro Heling, Maumere Branch, during the period 2020–2024. Non-performing loans are among the most critical issues faced by credit unions, as they can disrupt liquidity, reduce income, and negatively affect the distribution of the Remaining Operating Results (SHU). The research adopts a descriptive method with a qualitative approach. Data sources include both primary and secondary data. Primary data were collected through direct interviews with the General Manager and Manager of KSP Kopdit Hiro Heling, Maumere Branch, while secondary data consist of loan disbursement records and NPL statistics covering the 2020–2024 period. The findings reveal that the level of non-performing loans fluctuated throughout the study period, directly impacting the cooperative’s financial performance. These fluctuations affected liquidity and SHU, which also varied annually. An increase in NPLs led to a decline in SHU due to reduced interest income and rising uncollectible receivables, whereas a decrease in NPLs contributed to improved SHU and enhanced financial stability. Interviews further indicated that NPLs were influenced by members’ limited repayment capacity, misuse of loans, weak monitoring, and external factors such as the COVID-19 pandemic and members’ economic conditions. The study concludes that higher levels of NPLs increase the risk of declining financial performance and SHU. Therefore, KSP Kopdit Hiro Heling, Maumere Branch, must strengthen creditworthiness analysis, improve monitoring and member assistance, and enhance collection systems to mitigate NPLs and safeguard financial stability in the future.

This study compares curriculum strategies in Indonesia, Finland, Singapore, Japan, and the United States to identify common goals and distinctive approaches in facing global educational challenges. Using a qualitative descriptive method through library research, data were collected from academic journals, policy documents, and official reports. The findings show that all five countries view the curriculum as a strategic tool for developing human resources with 21st-century skills, such as critical thinking, creativity, collaboration, and communication, while also emphasizing character education. Indonesia's curriculum has evolved into the flexible and student-centered Merdeka Curriculum, though challenges remain in teacher readiness and regional disparities. Finland applies a trust-based and holistic approach centered on equality and teacher autonomy. Singapore implements a systematic and adaptive curriculum guided by the vision of "Thinking Schools, Learning Nation." Japan emphasizes stability, discipline, and moral education, while the United States adopts a decentralized and innovative system focused on inclusivity and competency-based learning.

Community service with the theme of Expired Date (ED) and Beyond Use Date (BUD) aims to improve knowledge and understanding of proper medication storage as an effort to enhance the health of the Gagak Sipat community. Knowledge about medication usage limits and checking product expiration dates educates the public to be more cautious and to avoid health risks that may arise from consuming products that have exceeded their usage period or have expired. The use of medicines beyond their ED and BUD indicates that the drugs may have experienced reduced stability related to storage conditions. Decreased stability of pharmaceutical preparations can affect their physical quality, which in turn impacts the effectiveness and safety of the medication. The educational method used in this program included lectures accompanied by the distribution of leaflets, followed by practical simulations on checking ED and calculating BUD for various dosage forms. The results of this educational activity showed that community members were able to determine the ED and BUD for several pharmaceutical preparations such as tablets, powders, capsules, syrups, eye drops, ear drops, and others. The community in Gagak Sipat village gained an understanding of the risks associated with using medications beyond the BUD, including reduced effectiveness, the risk of microbial contamination, and potentially harmful chemical reactions. It was emphasized that some medications that are expired or used beyond their BUD can pose more serious health risks, especially when used to treat severe diseases.

Interoperability remains one of the most persistent challenges in digital health systems globally, affecting the continuity, quality, and efficiency of care. Electronic Medical Records (EMR) managers are central to implementing and sustaining EMR systems, yet their experiences navigating interoperability challenges are poorly understood. This study aimed to explore the lived experiences of EMR managers and to develop a conceptual understanding of the barriers and coping strategies involved. A qualitative phenomenological approach was employed, guided by van Manen’s interpretive framework. The study involved 21 EMR managers from public and private hospitals across three major healthcare networks. Participants were selected through purposive and snowball sampling, with inclusion criteria requiring at least two years of EMR management experience and involvement in interoperability efforts. Data were collected via in-depth, semi-structured interviews conducted virtually between September and November 2025. Each interview lasted 45–60 minutes, was audio-recorded, transcribed verbatim, and member-checked. Data were analyzed thematically using NVivo 14, following Braun and Clarke’s six-step method. Reflexivity, triangulation, and peer debriefing ensured methodological rigor, in accordance with COREQ and SRQR standards. Four overarching themes emerged: (1) Fragmented Systems, reflecting technical and architectural incompatibilities across platforms; (2) Role Strain and Isolation, describing limited authority and institutional support; (3) Adaptive Workarounds, highlighting informal coping strategies such as manual data tracking; and (4) Systemic Barriers, pointing to policy volatility and vendor resistance. A conceptual “feedback loop of fragmentation” was developed, illustrating how these themes interact to perpetuate interoperability challenges. EMR managers operate as critical yet often overlooked actors in the pursuit of health system interoperability. Supporting their role through policy stability, resource investment, and participatory system design is essential. Future digital health reforms must integrate managerial perspectives to build resilient and connected health information systems.

This study analyzes the strategic role of quality-based marketing models in enhancing the competitiveness of kombucha products, with a specific focus on Rumah SCOBY DBA, produced by the Yayasan Dharma Bintang Akademia. By integrating Total Quality Management (TQM), Quality Assurance (QA), and Quality Control (QC), the research explores how quality-driven frameworks contribute to marketing effectiveness, consumer trust, brand positioning, and sustainable performance in the functional beverage industry. Employing a Systematic Literature Review (SLR) combined with conceptual analysis, the study systematically examined publications from 2015 to 2025 across leading academic databases, focusing on themes of quality management, functional beverage marketing, kombucha production, consumer behavior, and digital strategies. The findings reveal that product quality—characterized by fermentation stability, microbiological safety, and nutritional consistency—serves as the primary driver of consumer purchase intention. Process quality, through standardized SOPs, hygiene protocols, and traceability systems, reinforces credibility, while service quality, including transparent labeling, health education, and digital engagement, strengthens brand trust. Integrating TQM principles into marketing fosters consumer loyalty, differentiates brands in competitive markets, and supports long-term sustainability. This study provides practical guidance for producers, community-based enterprises, and policymakers to adopt quality-driven marketing models, offering a novel conceptual framework tailored to kombucha products and mapping future research directions in functional beverage innovation.

This study was conducted to understand how parenting styles significantly influence the process of shaping children’s behavior. The method used in this research was a qualitative approach, with data collection carried out through interviews and direct observation of participants aged 10–18 years who live in Cicendo District, Bandung. Based on the results conveyed by several participants, it can be seen that parenting styles play a very important role in children’s growth and development as well as in the formation of their emotional conditions. Parents who play a positive role such as giving more attention, communicating well, and providing full support tend to build positive responses and emotional stability in children. This helps shape a healthy personality and creates a comfortable home environment that makes children feel safe. In contrast, parents who display negative roles and parenting styles such as being harsh, lacking attention, and frequently engaging in conflict tend to make children feel pressured and lack self confidence due to unmet emotional support. As a result, children may limit their relationship with their parents, which leads to emotional instability. Overall, the discussion shows that the family is the primary foundation for children, as their growth and development are strongly influenced by how parents fulfill their roles in shaping children’s personalities, which ultimately impacts their lives in the future.

Postoperative pain is a prevalent condition encountered by patients after surgical interventions and may negatively influence physical recovery as well as psychological well-being when inadequately managed. Conventional pain management strategies that primarily depend on pharmacological agents may lead to undesirable side effects, thereby emphasizing the importance of complementary non-pharmacological approaches. One intervention increasingly applied in nursing care is guided imagery. This review aimed to systematically evaluate the effectiveness of guided imagery in alleviating pain intensity among postoperative patients. A scoping review methodology was employed, with article identification guided by the PICO framework across national and international academic databases. Eligible studies included full-text research articles published within the past five years, written in either Indonesian or English, and specifically examining the use of guided imagery in postoperative settings. A total of ten studies met the inclusion criteria and were subjected to in-depth analysis. The results consistently demonstrated a significant reduction in pain intensity following the implementation of guided imagery across various surgical procedures, including cesarean delivery, appendectomy, fracture surgery, cholelithiasis, and abdominal operations. The intervention, delivered for 10–20 minutes per session, effectively reduced pain levels from moderate to severe to mild, with statistically significant outcomes (p < 0.05). Moreover, guided imagery was found to enhance patient relaxation, comfort, and psychological stability. These findings indicate that guided imagery represents a safe and effective non-pharmacological nursing intervention that can be integrated into evidence-based postoperative pain management.  

This Community Service Program (PkM) aims to strengthen the role of adolescent parents through education on parenting during puberty and family financial literacy in Lembang Tondon Langi’, Tondon District, North Toraja Regency. Through two training sessions led by Ibu Rio Rita Pakan and Ibu Westerini, the program focused on enhancing the knowledge and skills of parents in addressing the challenges of parenting adolescent children and managing household finances. The first session, which addressed parenting during puberty, provided parents with insights into the characteristics of adolescent development and effective communication strategies. The second session, which focused on family financial management, offered practical skills in budgeting, debt management, and saving for the future. The results of the program showed that parents in Lembang Tondon Langi’ felt more prepared and confident in applying a more open and adaptive approach to parenting, as well as becoming more prudent in managing household finances. The enhancement of skills in both areas is expected to create more harmonious families and greater financial stability. The sustainability of the program is recommended through the formation of ongoing discussion groups and the active involvement of community leaders. This program has contributed positively to family welfare and the empowerment of parents in rural areas

Malino City in Gowa Regency plays a crucial ecological role as a water catchment area, yet it currently faces the threat of land degradation due to land-use conversion and erosion in hilly areas. This community service activity aims to implement soil conservation while enhancing the economic potential of local residents through the planting of productive fruit tree seedlings. The methods employed include educational socialization, training on planting techniques for sloped land, and the distribution of superior fruit tree seedlings (avocado, durian, and orange). The results indicate an increase in community understanding regarding the importance of permanent vegetation in maintaining soil stability. A total of [Mention number] tree seedlings were planted with the active participation of local farmer groups. In conclusion, the integration of ecological and economic aspects through productive trees creates a sustainable conservation system by providing direct financial benefits to the community, thereby increasing their motivation to preserve the environment in the Malino region.

Micro, Small, and Medium Enterprises (MSMEs) play a strategic role in accelerating regional economic growth and improving community welfare. However, MSMEs in North Sumatra Province continue to face various challenges, particularly limited access to capital, low adoption of digital technology, and insufficient business assistance. This community service program aims to strengthen the MSME ecosystem through integrated empowerment initiatives, including facilitating access to financing, enhancing the use of internet-based technologies, and improving the capacity of MSME actors. The methods applied include business mentoring, training activities, and analysis of MSME performance in both short-term and long-term perspectives. The results indicate that expanded access to capital and increased adoption of digital technology contribute positively and significantly to MSME income growth in both the short and long term. Interestingly, the absence of guidance, training, and extension services shows a positive correlation with income in the short term but has a significant negative impact on business sustainability and stability in the long term. Furthermore, reliance on bank loans consistently demonstrates a significant negative effect on MSME performance across both analytical periods. These findings highlight the importance of building a sustainable MSME ecosystem through continuous mentoring, improved financial literacy, and adaptive digital transformation to ensure long-term business resilience.