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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 aims to analyze in more depth the influence of work-life balance and job stress on employee performance at PT Cipta Wahana Persada Surabaya. The study employed a quantitative method with a survey approach, enabling researchers to obtain objective data based on real-world conditions. The study sample consisted of 38 employees selected through a saturation sampling technique, as the entire population was used as respondents. Data processing was conducted using SPSS version 29.0, with a series of stages including instrument testing, classical assumption testing, multiple linear regression analysis, and hypothesis testing to determine the influence of each variable. The results indicate that work-life balance and job stress simultaneously have a significant effect on employee performance. Partially, work-life balance has been shown to have a positive and significant impact on performance, while job stress also has a significant effect, albeit with a negative effect on productivity. These findings emphasize the importance of maintaining a balance between work and personal life and managing stress effectively to enable employees to perform optimally. Therefore, companies need to pay attention to these two factors to improve organizational performance and productivity.

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.

Multicultural counseling in schools serves as an essential strategy to reduce conflicts and foster cultural awareness among students. Counselors play a central role by developing their own cultural competence, facilitating students’ reflection on their cultural identities, providing education on stereotypes and biases, creating safe spaces for cross-cultural dialogue, and strengthening institutional capacity through collaboration with teachers and parents. This counseling strategy emphasizes understanding the values, norms, and power dynamics of each cultural group to ensure interventions are both effective and culturally sensitive. An inclusive learning environment supports this process by offering written policies, curricula that reflect diversity, dialogue forums, and cross-cultural activities. The evaluation process involves establishing clear objectives, quantitative and qualitative indicators, and mixed methods, including surveys, discussions, and direct observations, with participation from counselors, teachers, principals, parents, and student representatives. Local adaptation of instruments, continuous monitoring, and systematic documentation ensure data validity and the sustainability of behavioral changes. Evaluation results form the basis for concrete recommendations, such as counselor training, inclusive curriculum development, and programs to strengthen cross-cultural relationships. This approach enables schools to cultivate a culture of empathy, understanding, and harmony, thereby enhancing relationships among students from diverse backgrounds.

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 analyze the effect of online learning engagement on student satisfaction, with time management as a mediating variable. Using a quantitative approach with a cross-sectional survey design, this study involved 150 students from the UPPBJ UT Makassar Program who were selected using cluster sampling techniques. The variables used in this study included online learning engagement, technology perception, and student satisfaction, which were measured using a 5-point Likert scale. The data were analyzed using Smart PLS version 4.0 software, which included measurement and structural model evaluation to examine convergent, discriminant, and reliability validity. The results showed that online learning engagement did not have a significant effect on student satisfaction, although there was a positive relationship. However, online learning engagement had a significant effect on technology perception, which in turn had a significant effect on student satisfaction. Technology perception played an important role as a mediator in the relationship between online learning engagement and student satisfaction, reinforcing the direct effect. This mediating effect shows that even though online learning engagement does not directly increase satisfaction, perceptions of online learning technology play a crucial role in increasing student satisfaction. This study provides insight into the importance of technology perceptions in online learning.

The implementation of Biology learning in senior high schools still faces various challenges, particularly the limitations of laboratory facilities and the low level of students’ science process skills(KPS). KPS  is an essential ability that supports conceptual understanding and critical thinking development through practical activities. This community service program aimed to improve students’ basic laboratory skills and KPS through hands-on training. The program was conducted at the Biology Education Laboratory of the Faculty of Teacher Training and Education, Kuningan University, involving students from SMAN 1 Ciwaru. The methods included socialization, laboratory equipment training, preparation of practical materials, animal dissection training, application of virtual laboratory technology, and mentoring and evaluation sessions. The results showed a significant improvement in students’ abilities to use laboratory tools, prepare materials, and perform experiments according to scientific procedures. Before the training, only 32% of students were able to use laboratory equipment correctly, while after the training, this increased to 84%. The average scores for observation, measurement, data interpretation, and scientific communication also improved significantly. Furthermore, a satisfaction survey revealed an average score of 4.6 out of 5, with 92% of participants stating that the activity was very beneficial. This program proved effective in enhancing students’ basic laboratory and science process skills, providing meaningful, applicable, and sustainable science learning experiences. Keywords: : training, basic skills, laboratory, science process skills, biology.  

Cocoa farming is one of the plantation subsectors that plays a strategic role in Indonesia’s economy, as it contributes to increasing farmers’ income, national exports, and the development of the chocolate processing industry. Indonesia is recognized as one of the world’s largest cocoa producers, with major production areas located in Sulawesi, particularly South Sulawesi, Central Sulawesi, and Southeast Sulawesi. However, the sustainability of cocoa farming still faces various challenges, such as low crop productivity, the use of low-quality seedlings, suboptimal cultivation techniques, and the presence of pests and plant diseases. In addition, limited access to capital and the low level of farmers’ financial management skills also affect the sustainability of cocoa farming. Many farmers do not yet have proper farm financial record-keeping systems, making it difficult to manage production costs, cash flow, and farm capital planning. In this context, financial literacy becomes an important factor that can help farmers manage their farming activities more effectively and sustainably. This study aims to analyze the effect of financial literacy on the sustainability of cocoa farming and farmers’ welfare. The research employs a quantitative approach using a survey method involving 120 cocoa farmers in Sidenreng Rappang Regency (Sidrap), South Sulawesi. Data were collected through questionnaires and interviews and then analyzed using multiple linear regression analysis. The results indicate that financial literacy has a positive and significant effect on farm financial management and the sustainability of agricultural businesses. Farmers with higher levels of financial literacy tend to manage farm capital more effectively, maintain proper financial records, and improve farm productivity. Therefore, improving financial literacy can become

This study aims to evaluate improvements in customer service quality with the goal of increasing customer satisfaction at Ratu D'Laundry. The approach used is quantitative with a descriptive methodology, where data is collected through a survey that measures five main aspects, namely service quality, process speed, price and promotions, customer service, and overall satisfaction and loyalty levels. The results of this study indicate that most customers are satisfied with the services provided, especially in terms of laundry cleanliness, clothing fragrance, and the friendly attitude of staff in providing services. These results show that these factors play an important role in shaping customers' positive perceptions of service quality. However, this study also found several complaints related to service completion time, which is considered to still need improvement. Overall, this study confirms previous findings that service quality has a significant impact on customer satisfaction. The proposed strategy to improve service completion time is a key step in building trust, meeting consumer expectations, and encouraging long-term customer loyalty.

This study was conducted with the aim of analyzing the difference invehicle traffic volume in the morning and afternoon on the Moch.Sruji-Jalan PB.Sudirman road section in Jember Regency. The survey was conducted through field observationby directly recording vehicle volume at 15-minute intervalsminutes, covering four categories of vehicles: heavy vehicles, light vehicles, motorcycles, and non-motorized vehicles. The data obtained was analyzedusing a quantitative approach assisted by the SPSS application, including a normality testand a mean difference test to determine the significance of the difference invehicle volume between the two observation times. Descriptively, traffic flowin the morning had a higher volume, especially during peak hoursaround 06.00-08.00 with a total of 450-500 vehicles, whilein the afternoon it was in the range of 250-350 vehicles. In addition, motorcycleswere the most dominant type of vehicle in traffic flow compared toother vehicle categories. The conclusion of this study is that the pattern ofcommunity activity, which is more intense in the morning, makes this perioda peak hour with the potential to cause congestion. The results of this studyare expected to be taken into consideration in the formulation of targeted traffic engineering policiesin the study area.

This study examines the implementation of education management based on deep learning, which combines an intensive pedagogical approach and spiritual values to increase student enrollment in Christian Junior High Schools (SMP) in Batam. With a strategy emphasizing meaningful learning, intensive interaction, and integration of spiritual values, this research aims to analyze how innovative education management can strengthen the appeal of Christian schools and improve overall education quality. A mixed-methods approach was used, collecting quantitative and qualitative data through surveys, interviews, and observations at 36 Christian SMPs in Batam. The results indicate that the synergy between deep learning-based management, curriculum innovation, and spiritual leadership of school principals significantly contributes to enhancing education quality and student enrollment. This article provides practical recommendations for developing school management based on meaningful and spiritual learning as a model for improving the quality and competitiveness of Christian schools in the global era.

This study investigates the mediating roles of brand trust and brand engagement in the relationship between social media marketing (SMM) and repurchase intention, using Coffee Shop Nyeduh Kopi in Tabanan as a case study. Grounded in the Stimulus-Organism-Response (SOR) model, this research explores how SMM, as an external stimulus, influences brand trust and brand engagement to drive repeat purchases. A quantitative approach was employed, collecting data through an online survey from 170 consumers of Coffee Shop Nyeduh Kopi. Data analysis was conducted using SEM-PLS via SmartPLS 3.0.  Results confirm that SMM positively and significantly influences repurchase intention, brand trust, and brand engagement. Furthermore, both brand trust and brand engagement directly and positively affect repurchase intention. Crucially, brand trust and brand engagement were found to partially mediate the relationship between SMM and repurchase intention. These findings highlight the importance of cultivating brand trust and engagement through SMM to foster customer loyalty and repeat purchases. 

The ornamental flower industry in Indonesia has shown a significant growth trend and is increasingly gaining popularity among the public. Numerous flower shops have emerged in various cities, offering a wide range of cut flowers. This sector holds promising potential for continuous development. Cut flowers of various types also possess high economic value, making them an attractive and profitable business opportunity. This study aims to examine the influence of service quality, product quality, and price perception on customer satisfaction at Shanum Florist Fresh Flower Shop in Tuban City. This study employed a quantitative research approach using a survey method by distributing online questionnaires to respondents selected through a convenience sampling technique, involving a total of 112 participants. The collected data were analyzed using Structural Equation Modeling based on Partial Least Squares (SEM-PLS) with the assistance of the SmartPLS software. The study results reveal that service quality positively and significantly influences customer satisfaction, while product quality shows a positive yet insignificant impact. Additionally, price perception demonstrates a positive and significant relationship with customer satisfaction.

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.

Exclusive breastfeeding, sometimes known as ASI, is the practice of giving infants only breast milk, along with vitamins, supplements, and prescription medications for illnesses, and no other liquids or solid foods, either directly from the breast or expressed. The purpose of this study was to determine the relationship between maternal awareness of pumping and the effectiveness of exclusive breastfeeding at the Lampulo Community Health Center. This study used a cross-sectional methodology and an analytical quantitative design. 53 breastfeeding mothers constituted the study population. There were 53 respondents in total, and the sampling strategy used the total sampling method. A 20-question survey taken from Desriati Sinaga's 2024 study served as the instrument. The Lampulo Community Health Center in Banda Aceh conducted this study from May 19 to June 25, 2025. The Chi-square test results showed a p-value of 0.001 < 0.05. Based on the research findings, maternal awareness of expressing breast milk is related to the success of exclusive breastfeeding at the Lampulo Community Health Center. These findings are expected to form the basis for more comprehensive instructions for breastfeeding mothers to improve the success of exclusive breastfeeding with expressed breast milk.

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 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.

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.