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Village infrastructure development plays an important role in improving community welfare. However, public opinion regarding the condition of infrastructure is often not analyzed comprehensively and based on data. This study aims to analyze public opinions toward infrastructure in Malitidari Village using the Unsupervised Learning method with the Orange application. The data were collected from public comments on social media and digital surveys, which were then processed in text format. The analysis process includes data preprocessing, tokenization, vectorization, and the application of a clustering algorithm to group opinions into several categories without prior labeling. The Orange application was used due to its ability to visualize data analysis workflows interactively and efficiently. The results of this study show that public opinions can be grouped into several main clusters: positive opinions related to the development of roads and public facilities, and negative opinions concerning delays and unequal quality of infrastructure. Based on these findings, the Unsupervised Learning method is proven effective in illustrating public perceptions of village infrastructure conditions. The results are expected to serve as a reference for the village government in planning and improving the quality of infrastructure development in Malitidari Village  

This study examines the synergy between morality and professionalism as foundational components in shaping ethical behavior among civil servants in Palangka Raya City. The research is motivated by persistent ethical issues within local government bureaucracy, despite ongoing reform initiatives that emphasize integrity and accountability in public service. Using a quantitative explanatory survey design, data were collected from civil servants across several regional government institutions and analyzed through multiple linear regression to determine the influence of morality and professionalism on ethical behavior. The findings indicate that both variables significantly contribute to the formation of ethical conduct, with morality demonstrating a slightly stronger influence compared to professionalism, thereby confirming theoretical concepts which argue that ethical public administration requires both personal integrity and professional competence. These results highlight the importance of strengthening institutional ethics programs through character building, competency-based professionalism, and transparent supervisory mechanisms to ensure consistency of ethical behavior across administrative practices. The study also acknowledges methodological limitations related to the exclusive use of quantitative measures, suggesting that future research may integrate qualitative approaches to capture deeper subjective meanings of morality and professionalism within public sector settings.

Despite global efforts, maternal mortality remains a critical public health challenge. A major contributing factor is the delay in recognizing and responding to obstetric emergencies. A pregnant woman's awareness of potential danger signs and her subsequent proactive attitude toward early detection are considered pivotal in facilitating timely and life-saving healthcare access. This study was undertaken to investigate the direct correlation between the level of knowledge pregnant women possess regarding pregnancy danger signs and their attitude toward the early identification of maternal emergencies.This research utilized an analytic survey design, a cross-sectional approach. The study sample was drawn using accidental sampling, comprising 110 pregnant women. Data were collected via structured questionnaires and analyzed statistically using the Spearman Rank correlation test. The descriptive analysis revealed a positive outcome regarding knowledge: the majority of participants (70) demonstrated a sufficient level of knowledge about pregnancy danger signs. However, this did not translate into a desired behavioral disposition, as a majority of participants (40) simultaneously displayed a poor attitude toward the early detection of maternal emergencies. The inferential statistical analysis confirmed this disconnect: the Spearman Rank test yielded a calculated ρ-value (pcount) of 0.068, which was less significant than the critical ρ-table value (ptable) of 0.364. Crucially, the significance level(p=0.72) exceeded the predetermined alpha (α=0.05).The study concludes that there is no significant relationship between a pregnant woman's knowledge of obstetric danger signs and her attitude toward seeking the early detection of maternal emergencies.

Red blood cells are essential for carrying oxygen and vital nutrients needed for the growth of the fetus, therefore anemia during pregnancy is a complex issue. It is vital for all expectant mothers to fulfill their iron needs because maternal anemia during pregnancy can result in adverse consequences for the child, such as premature birth and low birth weight. The chance of a woman developing anemia increases as she ages during pregnancy. Bleeding is a direct result of the anemia experienced during labor in 17.24% of cases. The purpose of this study was to determine the connection between the incidence of anemia and young pregnant women in Ir. Soekarno Hospital on Morotai Island. The study used an analytical survey with a cross-sectional approach, which is useful for finding relationships between two or more variables. The whole sampling technique, which included 40 participants in all, was used. A checklist was used as the study's instrument. Chi-Square analysis was used to analyze the collected data using SPSS software. The chi-square statistical analysis produced a P-value (asymp. The p-value (2-tailed) is 0.002, which is less than the 0.05 significance level. This indicates a relationship between the start of anemia and young pregnant women. Thus, it is possible to infer a link between the incidence of anemia and young pregnant women, leading to the rejection of H0 and the endorsement of H1.

Sustainability reporting has been increasingly popular in recent years as businesses become more aware of environmental challenges. 96% of the top businesses in the world have implemented sustainability reporting practices, according to a KPMG survey. The effect of sustainability reporting practices on environmental performance is examined in this study. Sustainability reports, the implementation of GRI standards, and external assurance are used to gauge sustainability reporting procedures; firm size is used as a control variable. In this study, 305 observational data from manufacturing firm over a five-year period (2018-2022) were analysed quantitatively using binary logistic regression. The findings indicate that while the use of GRI standards has a positive and significant effect on environmental performance, sustainability reports and external assurance have no significant effect. These findings show that the implementation in GRI standards encourages business commitment to sustainable practices and transparency, both of which have a significant impact on environmental performance. In the meanwhile, external assurance and sustainability reports tend to be mostly symbolic and do not demonstrate a real commitment to environmental improvement. Environmental performance is positively impacted by the control variable, firm size. These findings suggest that a company's environmental performance is correlated with its size. As a control variable, firm size contributes to maintaining and clarifying the relationship between environmental performance and sustainability practices while ensuring objective and valid study findings. This study emphasizes the importance of strengthening the quality of sustainability reporting and expanding the application of external standards and assurance to improve the credibility and accountability of corporate environmental performance in Indonesia.

This study aims to examine the effect of using the Survey, Question, Read, Recite, Review (SQ3R) method assisted by digital story texts on students' critical thinking skills in the material "Book of the Window World" of grade V of SD Negeri 104202 Bandar Setia. The background of this study is based on the low critical thinking skills of students due to the dominance of conventional methods that are less varied and minimal use of learning media, especially in Indonesian subjects. This study uses a quantitative approach with a quasi-experimental method and a Nonrandomized Pretest-Posttest Control Group Design. The research subjects consisted of class VA (experimental, n = 22) who received learning with the SQ3R method assisted by digital story texts, and class VB (control, n = 23) who received conventional learning. The pretest results showed that students' initial critical thinking skills were in the moderate category (experimental x ̄ = 67.23; control x ̄ = 51.96). After the treatment, the experimental class' posttest average increased significantly to 82.41, or 15.18 points, while the control class did not experience any significant improvement. A t-test demonstrated a significant difference between the two groups (t count > t table). The study's conclusions indicate that the SQ3R method, aided by digital narrative texts, significantly improved students' critical thinking skills compared to conventional methods.

This community service program was conducted in Manarap Baru Village, Banjar Regency, South Kalimantan, focusing on the utilization of rice husks as a planting medium to promote creative economic development. The background of this initiative stems from the local soil conditions, which are predominantly fill soil and swamp, making it less suitable for plant cultivation. Additionally, the community—especially housewives—faces limited knowledge and resources in processing agricultural waste into economically valuable products. The implementation methods included preliminary surveys, socialization, educational outreach, hands-on practice, and evaluation. The materials delivered covered the benefits of rice husks as planting media and compost, techniques for converting husks into charcoal, and business opportunities derived from processed husk products.The results of the program showed a significant improvement in participants' understanding of independent planting media and compost production, reduced reliance on commercial products, and the emergence of new business opportunities that support sustainable agriculture.

This study investigates the influence of TikTok usage on the changes in interpersonal communication styles among university students in Indonesia. The rapid development of digital communication platforms, especially TikTok, has reshaped the way young people interact, express themselves, identify changes in their interpersonal communication styles, and analyze the effect of TikTok usage on those changes. Using a quantitative survey method with 100 active university students as respondents, data were collected through an online questionnaire. The results indicate that students’ TikTok usage is categorized as high, particularly in terms of frequency, duration, and engagement intensity. Findings also show a significant shift in communication styles, especially in language choice, expressive patterns, and interaction modes. Simple linear regression analysis confirms that TikTok usage has a strong and significant influence on changes in interpersonal communication styles (p < 0,001; R² = 0,944). These results demonstrate that TikTok not only serves as an entertainment platform but also plays a substantial role in shaping students’ communication behavior. The study highlights important implications for understanding digital communication trends among young adults in Indonesia.   

This study aims to analyze the effect of pricing and product quality on sales levels in fish businesses at TPI Beba, Takalar Regency. This study uses a quantitative approach with a survey method by distributing questionnaires to 91 respondents who are fish business actors. The independent variables in this study are pricing and product quality, while the dependent variable is the sales level. Data analysis was carried out using multiple linear regression using SPSS. The results showed that pricing and product quality had a partial and simultaneous effect on sales levels. The right pricing and good product quality can significantly increase sales. This study provides important implications for fish business actors in designing pricing strategies and maintaining product quality to increase competitiveness and income.

This study aims to analyze the influence of digital transformation and work environment on employee performance at the Energy and Mineral Resources Office of East Kalimantan Province. Digital transformation is a crucial element in promoting bureaucratic efficiency and public service quality, while a conducive work environment plays a vital role in enhancing employee motivation and productivity. A quantitative approach was applied using a survey method with a census of 68 employees. The data were analyzed using multiple linear regression with SPSS version 22. The results show that both digital transformation (t = 4.401; sig. = 0.000) and work environment (t = 2.126; sig. = 0.037) have a positive and significant partial effect on employee performance. Simultaneously, the variables also have a significant influence (F = 114.254; sig. = 0.000). The coefficient of determination (R² = 0.780) indicates that 78% of the variation in employee performance is explained by these two factors. These findings emphasize the importance of implementing effective digital systems and creating a supportive work environment to optimize bureaucratic performance in the public sector

Pregnancy can trigger a maturity crisis that can cause stress. Stress in pregnant women is related to stress during pregnancy, childbirth, and postpartum. The purpose of this study was to examine factors related to stress levels in pregnant women facing childbirth. This type of research was an analytical survey with a cross-sectional approach conducted in the Lubuk Buaya Community Health Center Work Area from April 25 to May 7, 2022. The population was all pregnant women who visited the Lubuk Buaya Community Health Center Work Area in Padang in 2022, totaling 178 people, with a sample of 64 people, using an accidental sampling technique. Data were collected using a questionnaire with a validity analysis result of r>0.267 and a reliability test with a Cronbach's Alpha value>0.7. They were processed manually, using univariate and bivariate analysis with the chi-square test. The results of the study showed that 26.6% experienced moderate stress, 37.5% had poor family support, 37.5% had poor husband support, 40.6% had trauma, 46.9% had a personal readiness level in the unprepared category, and 46.9% had a heavy activity level. There is a relationship between family support and stress levels, there is a relationship between husband support and stress levels, there is a relationship between traumatic experiences and stress levels, there is a relationship between personal readiness levels and stress levels, and there is a relationship between activity levels and stress levels.

in private junior high schools throughout Sempu District, female students follow Physical Education, Sports, and Health (PJOK) learning with feelings of boredom, doubt, and difficulty. However, it is not yet known what level of motivation female students have in following Physical Education, Sports, and Health (PJOK).  This study aims to analyze the motivation level of female students in participating in Physical Education, Sports, and Health (PJOK) learning at private junior high schools in Sempu District, Banyuwangi Regency. The research employs a survey method with a descriptive quantitative approach. Data were collected through questionnaires distributed to 62 respondents and analyzed using descriptive statistics with the assistance of SPSS software. The findings indicate that students' motivation in PJOK learning is generally high, with an actual score of 4,637 out of an ideal score of 6,200. The obtained mean score is 3.738, with a Respondent Achievement Level (TCR) of 74.79. Although most indicators reflect a high level of motivation, certain aspects remain in the moderate category, such as indicators X11, X16, X18, and X20. Factors contributing to lower motivation in these aspects may include a lack of variation in teaching methods, limited sports facilities, and insufficient external support. Therefore, efforts to enhance motivation should include more interactive teaching methods, improved sports facilities, and stronger environmental support to further increase students' enthusiasm for PJOK learning.

The use of technological resources, especially the internet, has a very important role in supporting the effectiveness of the implementation of the flipped classroom model. Through internet access, students can prepare before face-to-face learning by watching learning videos, reading materials, or doing exercises independently. This allows the classroom teaching and learning process to be more interactive, where face-to-face time can be focused on discussion, problem-solving, and application of concepts. Based on survey data collected from students of SMK Dewata Bali Denpasar, it is known that optimal use of the internet helps increase students' understanding and interest in learning science subjects. However, as time went by, it was found that some of the material was still difficult for students to understand and remember. Therefore, educators need to choose the learning platform that is most effective in supporting the implementation of this model. Using the ELECTRE (Elimination and Choice Expressing Reality) method, this study assessed various platforms such as features, price, ease of use, and user survey results. The results show that Google Classroom is the most suitable and efficient platform to support reverse learning because of its ability to integrate various learning media, ease of access, and support for interaction between teachers and students.

This study aims to investigate the impact of Instagram social media use on deviant behavior among students at Campus 3 of Mercu Buana University in Yogyakarta. The phenomenon of increased intensity of social media use among students is the main basis of this study, in which Instagram not only functions as an instrument of communication and self-expression, but also as a medium that has the potential to trigger various forms of deviant behavior, such as cyberbullying, self-image manipulation, and social norm violations. The research method used integrates quantitative methods with descriptive design and simple linear regression analysis. Data was collected through a survey distributed to 100 active student participants, whose sample was determined using a simple random sampling method. Validity and reliability tests showed that all research instruments met the criteria for validity and reliability, as reflected in a Cronbach's Alpha value of 0.946. The relationship between Instagram and deviant behavior among students is represented by the regression equation Y = 2.300X + 0.641. These findings indicate that an increase in the frequency of Instagram use correlates with an increase in the potential for students to adopt deviant behavior. It is hoped that this study can serve as a basis for improving digital literacy and educating students on the ethical use of social media in a university environment.

The advancement of digital technology has transformed how people search for information and access health services. RSIA Clas C Cipondoh faces challenges related to its brand image, as indicated by low patient engagement with the hospital’s website and digital platforms, based on a preliminary survey. This study aims to analyze the simultaneous and partial effects of digital literacy, website quality, and ease of access on the brand image with digital marketing strategy as a moderating variable. A quantitative research method with a cross-sectional approach was employed. The study involved 152 outpatient respondents who had accessed the hospital website. Data were analyzed using index analysis with the Three Box Method and Moderated Regression Analysis (MRA) to test the moderating effect. Findings reveal that digital literacy, website quality, and ease of access simultaneously and significantly influence the hospital’s brand image. Partially, each of these variables also has a positive and significant effect on brand image. Moreover, the digital marketing strategy effectively moderates the relationships between digital literacy, website quality, and ease of access with brand image. The Three Box Method analysis indicates that although website quality falls into the high category, weaknesses remain in the interaction quality dimension. The study concludes that strengthening digital literacy, improving website quality, and ensuring ease of access supported by an effective digital marketing strategy can enhance the hospital’s brand image. Hospitals are advised to add interactive features such as chatboxes or live chat to improve patient engagement and online service experience.

This study aims to analyze oppurtunities, threats, and sales strategies through the Tiktok Shop and Tokopedua applications in the Tangerang area. Tiktok Shop and Tokopedia are two major E-Commerce platforms in Indonesia. Tiktok Shop utilizies short video trends and live streaming features to attract young consumers, while Tokopedia offers a strong E-Commerce infrastructure to support online transactions. E-Commerce is a process whereby buyers and sellers exchange information, money, and goods using electronic media. Data collection techniques were carried out through surveys targeting the community in the Tangerang area by distributing questionnaires and using documentation and literature studies that compiled secondary data from official documents published by the Ministry of Cooperatives and Small and Medium Enterprises, APJII, Data Reportal, and the Tangerang City Communication and Information Agency. The result of this study show that the collaboration between Tiktok Shop and Tokopedia opens up enormous growth opportunities, especially for businesses in the Tangerang area. Tangerang is a region with rapid growth in internet users. The younger generation, who actively use tiktok for both entertainment and shopping, is a highly potential consumer segment. Through this collaboration, businesses can reach markets that were previously difficult to penetrate through traditional marketing methods.

This study aims to determine the influence of occupational safety, occupational health, and work-life balance on the work productivity of employees of CV. Saprotan Utama Semarang. This study uses a quantitative method with a survey research type. Sampling was carried out using the probability sampling method with the number of respondents studied as many as 180 employees. The data collection process was carried out by distributing questionnaires directly to the performance of CV. Saprotan Utama Semarang employees. This study uses IBM SPSS 26 software with multiple regression tests as a hypothesis testing method. The results of the analysis and discussion show that the variables have a positive and significant influence between Occupational Safety, Occupational Health, and Work-life Balance on employee work productivity. The results of the analysis show that the Occupational Safety variable has a significant positive effect on employee work productivity with a significance value of 0.37, Occupational Health has a significant positive effect on employee work productivity with a significance value of 0.009, and Work-life Balance has a significant positive effect on employee work productivity with a significance value of 0.000.

Background: Sectio caesarea is performed to ensure the safety of the mother and baby. Before the operation, health workers, especially nurses, need to provide education to the mother about informed consent and the operation procedure to reduce the mother's anxiety and concerns about the safety of her baby. Objective: To determine the effect of providing informed consent education on surgical preparation with anxiety levels in patients with Pre-Operational Caesarean Section. Method: This study is an analytical survey study using the cross-sectional method. The study was conducted at RSIA Murni Teguh Rosiva Medan. The population was 30 people and all of them were used as samples, sampling was done using purposive sampling. The analysis was performed univariately in the frequency distribution table and bivariately using the Kendall's tau-b test. Results: This study showed that the majority of pre-operative caesarean section patients stated that the provision of informed consent education in preparation for surgery was in the good category (60.0%). The majority of pre-operative caesarean section patients felt mild anxiety (50.0%). The provision of informed consent education in preparation for surgery had a significant effect on the level of anxiety of pre-operative caesarean section patients at RSIA Murni Teguh Rosiva Medan, p-value = 0.005 <0.05. Conclusion: The anxiety of pre-operative caesarean section patients was influenced by the provision of informed consent education in preparation for surgery by nurses. Suggestion: It is recommended that nurses provide informed consent education regarding preparation for caesarean section surgery to improve the knowledge and readiness of mothers to overcome anxiety that can affect caesarean section procedures.

This study aims to analyze the effect of strengthening the Pancasila Student Profile on the development of students' character in Social Science (IPS) subjects at Madrasah Aliyah Alkhairat Bolangitang Barat. Strengthening the Pancasila Student Profile has become a key focus in the implementation of the Merdeka Curriculum, which emphasizes the development of values such as religiosity, mutual cooperation, creativity, independence, global diversity, and critical thinking in students. This research uses a quantitative approach with a survey method, distributing questionnaires to 57 students. Data analysis was performed using simple linear regression with the help of SPSS to determine the contribution of the Pancasila Student Profile Strengthening variable (X) to students' character development (Y). The results show the regression equation Ŷ = 53.782 + 0.586X, indicating that every 1% increase in variable X will raise variable Y by 0.586. The positive regression coefficient indicates a significant and positive relationship between the two variables. The R Square value of 0.533 suggests that 53.3% of the variation in students' character is explained by strengthening the Pancasila Student Profile, while 46.7% is influenced by other factors outside the study. Thus, it can be concluded that the implementation of the Pancasila Student Profile Strengthening program plays an important role in improving students' character in IPS learning.

The quality of user experience (Quality of Experience/QoE) in YouTube video streaming services is highly influenced by the quality of network service (Quality of Service/QoS). QoS measurement is conducted using Wireshark software with parameters such as throughput, packet loss, delay, and jitter, and assessed based on the TIPHON standard. Meanwhile, QoE is evaluated through a survey of 30 respondents and measured using the Likert scale.The analysis results indicate that QoS falls into the "Good" category, with a throughput of 1,545.45 kbps at 51.5%, 0% packet loss, 5.69 ms delay, and 0.0015 ms jitter. Additionally, the average QoE score of 4.55 suggests that the user experience is also considered good. Further analysis reveals a correlation between QoS and QoE, where a more optimal network quality positively impacts user experience. These findings provide insights for service providers to optimize streaming quality to meet user expectations.