Tuberculosis (TB) is the ninth leading cause of death worldwide, surpassing HIV/AIDS. In 2016, TB-related deaths among HIV-negative individuals reached 1.3 million, while deaths among those with HIV-TB co-infection totaled 374,000. Indonesia ranks among the top five countries with the highest TB burden, accounting for approximately 5.8% of global TB cases. The TB prevalence rate in Indonesia in 2016 was 391 per 100,000 population, with nearly half of the cases occurring among women of reproductive age. It is estimated that 1–3% of pregnant women have TB, and some are also co-infected with HIV. The national target for TB elimination by 2030 is to reduce incidence to 65 per 10,000 population and mortality to 6 per 100,000 population. However, in Mimika District, the TB incidence remains high at 707 per 10,000 population, with a mortality rate of 27 per 100,000 population.This community service program aimed to improve knowledge regarding the prevention of pulmonary TB transmission from adults to toddlers living in the same household, in order to break the chain of transmission. The activity was conducted from July to September 2024 in Kamoro Jaya Subdistrict, under the jurisdiction of Wania Health Center, with 90 participants consisting of mothers with toddlers and community health volunteers (Posyandu cadres).Methods used included lectures, group discussions, and demonstrations. The educational material focused on the prevention of TB transmission in children. Participants completed a questionnaire before the activity. The results showed an increase in knowledge regarding the prevention of pulmonary TB in children.

This research discusses the increasing child violence in Bintan Regency every year. The purpose of this research is to analyze the implementation of collaborative governance in addressing violence against children. The research uses a descriptive qualitative method with data collection techniques through observation, interviews, and documentation. The theory used is the collaborative governance theory by Ansell & Gash, which consists of five indicators: face to face, trust building, commitment to process, shared understanding, and intermediate outcomes. The conclusion of this research shows that collaborative governance in addressing child violence in Bintan Regency has been implemented, with collaboration between the government, child protection agencies, and the community. The indicators of face to face, trust building, and shared understanding have been quite good through communication and coordination among the actors. However, the indicators of commitment to process and intermediate outcomes still face challenges such as changes in positions, sectoral egos, and time constraints. Although services for victims have started to improve, the rate of child violence remains high and many cases are resolved peacefully. An increase in commitment and coordination is needed to strengthen protection efforts and elevate the status of Child-Friendly Districts.

Hyperspectral unmixing is a fundamental task in remote sensing that aims to decompose mixed spectral pixels into their constituent materials and estimate their respective abundances. Traditional methods often face limitations due to nonlinear mixing effects and the lack of pure pixels. This paper proposes a deep learning-based comparative framework that integrates modified versions of the Minimum Simplex Convolutional Network (MiSiCNet) and Unsupervised Deep Image Prior (UnDIP), referred to as Blind MiSiCNet and Supervised UnDIP, respectively, to achieve robust unmixing and abundance estimation in real-world scenarios. The proposed Blind MiSiCNet removes downsampling and upsampling layers and leverages spatial and geometric priors through convolutional layers with a minimum simplex volume constraint, producing reliable initial abundance maps even in the absence of pure pixels. The Supervised UnDIP variant further refines these estimates using the implicit regularization of convolutional neural networks, incorporating known endmembers to generate noise-free and spatially coherent abundance maps. Experimental results on the real-world Jasper Ridge dataset demonstrate that the proposed supervised and blind unmixing methods, evaluated comparatively, significantly outperform existing approaches regarding Spectral Angle Distance (SAD) and Root Mean Square Error (RMSE). The results also highlight improved noise robustness and better preservation of spatial structures.

The Covid-19 pandemic phenomenon has provided an extraordinary experience for the community. Many people have not been able to forget it, remember the incident as an unusual and frightening phenomenon. This study aims to understand the community's response and adaptation during Covid-19. Qualitative methods were chosen to frame this study, with data collecting techniques through interviews, observation and documentation. The study was conducted from May to June 2021, involving 41 informants from 14 different districts in Central Java. The results showed the responses emerged from the community were very diverse, both within the community and family. Handling of Covid-19 by the community is divided into the scope of self-isolation and isolation at home. The role of the community in handling residents affected is in the form of cooperation and caring for each other. In the family, each family member divides their role, both those who are sick and those who care for the sick. All elements or parties participate in the process of preventing and handling patients or family members exposed to Covid-19. In addition, the adaptation process was also carried out both in social life and in the workplace, for instance avoiding public activities and working from home.

This study aims to analyze the meaning of local wisdom values in the Syawalan tradition in Pedurungan Tengah Subdistrict, Pedurungan, Semarang, through a case study approach with qualitative methods. Syawalan tradition contains social, cultural, and religious dimensions that are in line with the objectives of Social Science Education (IPS): fostering understanding of social interaction, cultural diversity, and internalization of values in social life. Data were obtained through observation, in-depth interviews, and documentation. The data validity technique uses triangulation techniques, namely triangulation of methods and sources. The results showed that the Syawalan tradition functions as a means of inheriting the values of mutual cooperation, solidarity, respect for plurality, and strengthening local identity. In the Syawalan tradition, there are essential values for the formation of good citizenship. Thus, the integration of the Syawalan tradition into social studies education can be a pedagogical strategy to preserve local wisdom while actualizing the goals of national education in building a harmonious society, nation, and state.

As the demands of educational world, which emphasizes the importance of problem-solving skills, social studies learning needs to be optimized to equip students with relevant skills for overcoming challenges in society. This study aims to design and develop teaching materials that apply self-directed learning, and also to evaluate the effectiveness of the implementation of these teaching materials in the context of social studies learning. The form of teaching materials in this study consist of a Student Book and a Teacher Book designed using an approach that emphasizes the development of students’ independence in the learning process. By producing a product that aligns with students’ needs, Research and Development (R&D) employs in this study. In the process of developing teaching materials, media expert and subject matter expert are involved to ensure the quality and success of the products. The effectiveness of the learning materials was tested through an experiment two seventh-grade classes at SMP Negeri 3 Ungaran. This study demonstrates that teaching materials applying self-directed learning can enhance students’ problem-solving skills. This finding is supported by statistical tests confirming the effectiveness of these teaching materials in achieving learning objectives.

Autism is not only a deficit in communication and behavior, but it also experiences limitations of self-care. This causes them to require appropriate parenting to develop their ability in self-care in order to create a more independent life. This study aims to explore parenting patterns in improving the ability of self-care in children with ASD using the parenting dimension theory by Baumrind. This study used the qualitative method with a phenomenology approach. Data collection was carried out by interviews and observation. Informants consisted of two families who have children with ASD with an age range of 6-12 years old. This study demonstrated that authoritative parenting is effective parenting because it prioritizes a balance between freedom and guidance. This can form the ability for self-care, especially in children with ASD.

All human activities are geared towards making life more meaningful, and the desire to improve the quality of life has been taken as a fundamental and universal human drive. Studies that investigated quality of life using different predictors have produced varying results. Therefore, the objective of this study was to examine the predictive ability of perceived social support and health-seeking behavior on quality of life among the adult population in Port Harcourt. A cross-sectional survey design was adopted, and the study population was selected using a purposive sampling technique. A convenience sampling technique was used to select 254 participants using validated questionnaires. Data were analyzed using multiple regression analysis to test one hypothesis and were accepted at a p < .05 level of significance. The results demonstrated that perceived social support and health-seeking behavior jointly predicted quality of life among study participants [R² = .19, F(2, 252) = 5.956, p < .05], indicating a significant effect on quality of life. The implication of this finding is a wake-up call to public health professionals, community stakeholders, and urban healthcare development authorities to provide social support through empowerment programs and create centers where individuals can access information on health-seeking behavior, thereby improving their quality of life.

This study aims to examine the relationship between religiosity and self-esteem with premarital sex behavior among Gen-Z in Yogyakarta. The study involved 100 respondents with the characteristics of being university students aged 17-24 years, residing in Yogyakarta, and having a tendency toward casual sex behavior. The sampling technique used was Accidental Sampling. The data analysis technique applied in this study was multiple linear regression. The results showed that casual sex behavior is significantly influenced by religiosity and self-esteem (p=0.029<0.05). However, religiosity alone does not have a significant relationship with casual sex behavior (p=0.078>0.05), while self-esteem has a significant relationship with casual sex behavior (p=0.012<0.05). Based on these findings, it is crucial to internalize religious values among Gen-Z. Additionally, building healthy self-esteem should be positively directed through character education that emphasizes self-achievement, thereby reducing the tendency toward casual sex behavior among Gen-Z.

Mental health remains a critical priority, as individuals with good mental well-being tend to experience a higher quality of life. However, mental health issues such as depression, anxiety, and psychological distress are increasingly prevalent among university students. One contributing factor to these issues is the excessive use of social media, driven by rapid technological advancements. This study aims to empirically examine the relationship between social media addiction and mental health among university students. A quantitative approach was employed, with the population consisting of students from University X. The sampling technique used was purposive sampling, involving a total of 111 students. Data were analyzed using Pearson’s product-moment correlation to test the research hypothesis. The results indicated a significant negative relationship between social media addiction and students’ mental health (r = -0.407; p < 0.01). These findings suggest that the higher the level of social media addiction, the lower the level of mental health among students, and vice versa.