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This study aims to develop an entrepreneurship-based science module to enhance the creative thinking skills of students at SMPN 7 Seluma. The development model employed in this study was the ADDIE model. The research subjects were ninth-grade students of SMPN 7 Seluma, with samples consisting of students from classes IX C, IX D, and IX E. The research instruments included expert validation sheets, questionnaires, and pretest and posttest questions. The validation results from experts indicated that the developed entrepreneurship-based science module was valid. In the first trial phase, the module obtained a score of 95%, categorized as very practical. In the second trial phase, the module achieved a score of 96%, also categorized as very practical. The N-gain value of 0.779 in Trial I indicated a high level of improvement in students’ creative thinking skills, while the N-gain value of 0.797 in Trial II also showed a high level of improvement. Therefore, the developed entrepreneurship-based science module is proven to be valid, practical, and effective in enhancing students’ creative thinking skills and can be easily implemented in science learning

This research aims to: (1) differentiated biology learning tools with ethnoscience content, (2) determine the practicality of differentiated biology learning tools with ethnoscience content and (3) determine the effectiveness of differentiated biology learning tools with etnoscience content in improving critical thinking skills and environemantal literacy of phase E student. This study is a development research using the Design and Development Research model, which adopts the ADDIE development model comprising five stages: (1) analysis, (2) design, (3) development, (4) implementation, and (5) evaluation. The research method used is the Quasi-Experimental Design with a Nonequivalent Control Group Design approach. Data analysis includes normality tests, Levene's homogeneity test, and the Normalized Gain Score (N-Gain Score) test. The limited trial involved 30 eleventh-grade students from SMA Negeri 1 Simpangkatis. The field trial involved tenth-grade students from the same school, consisting of 31 students in the experimental class and 30 students in the control class. The data collection instruments consisted of questionnaires to gather responses from experts, teachers, and students regarding the biology learning tools, as well as tests to measure students' critical thinking skills and environmental literacy. Instrument validity was ensured through content validation by subject matter experts and media experts. The practicality of the learning tools was evaluated based on feedback from teachers and students. The results of the study showed that: (1) the developed biology learning tools were rated as highly feasible by experts; (2) the tools were considered highly practical by both teachers and students; and (3) the tools were effective in improving students' critical thinking skills and environmental literacy. This effectiveness was supported by the average gain score analysis in the experimental class, which was 0.71 for critical thinking skills (high category) and 0.57 for environmental literacy (moderate category).

This study examines the phenomenon of creator teachers on TikTok as a form of digital professionalism that represents the integration of ethical values, aesthetics, and educational philosophy. The focus of the research lies in how teachers negotiate moral responsibility and creative expression in the algorithmic culture of social media. The aim of this research is to analyze the philosophical meaning behind teachers' digital representations as well as interpret how moral and aesthetic values are reflected in their pedagogical practices. The method used is digital netnography with four stages: online observation, digital documentation, audience interaction analysis, and researcher reflection. A total of eight teacher accounts were analyzed with a total of 80 videos using a categorization of themes that focused on ethics, aesthetics, and professionalism. The results showed that 62.5% of the content was educational and featured learning innovations, while the other 37.5% contained elements of entertainment and social interaction. High audience interaction shows public appreciation for the creativity and integrity of teachers. Popularity is not solely generated by algorithms, but by the appreciation of moral values and pedagogical beauty in the actions of teachers. Based on the framework of arete and phronesis from Aristotle and the concept of aesthetic experience from Dewey (1934), this study concludes that the digital professionalism of teachers is a form of reflective praxis that combines ethical responsibility and creative expression. This research makes a theoretical contribution by integrating digital netnography and educational philosophy, and shows that teachers in the digital era play the role of moral and creative agents who maintain the dignity of their profession in the algorithmic space.

This study aims to analyze the influence of the Problem-Based Learning (PBL) model assisted by e-LKPD on students’ problem-solving abilities and self-confidence in vocational high schools. Specifically, the objectives are: (1) to examine the simultaneous effect of the PBL model assisted by e-LKPD on both variables, (2) to determine its effect on problem-solving ability, and (3) to evaluate its effect on self-confidence. A quantitative approach with a quasi-experimental pretest–posttest control group design was applied. The population consisted of all 10th-grade students at SMK Negeri 1 Tarakan, while the sample was selected using purposive sampling, resulting in class X Marketing 1 (35 students) as the experimental group and class X Culinary 2 (34 students) as the control group. Research instruments included a problem-solving test and a self-confidence questionnaire. Hypothesis testing utilized Hotelling’s T² and independent sample t-tests. The findings showed that 97% of students in the experimental class met the Learning Objectives Mastery (KKTP), compared to only 18% in the control group. Improvement in the experimental group was categorized as high, whereas in the control group it was moderate. Self-confidence also increased significantly in the experimental group, with most students moving from low to high categories. Hotelling’s Trace (Fcount = 77.109, p < 0.001) and t-tests confirmed significant effects on both problem-solving (tcount = 11.657) and self-confidence (tcount = 8.140), proving that the PBL model assisted by e-LKPD effectively enhances students’ abilities and confidence.

An answer to the worldwide need for solutions to food security, data fusion technology that combines climate data with satellite imagery greatly improves the accuracy of agricultural yield predictions; this study intends to examine the advancements, methods, and key contributions of this area. By sifting through 62 papers pulled from Scopus, this research employs the SLR methodology. Document type, data source, open access, subject area, and year of publication (2020–2024) are some of the categories filtered through by Boolean keywords in the selection process. To assess patterns in publications, the efficacy of machine learning models, and key contributions, bibliometric analysis was performed. An upward tendency in publication has been identified by the analysis, particularly beyond the year 2023. Integrating geographical and temporal data has been a great success with machine learning models like Random Forest, Random Forest, and Gradient Boosting. Data resolution, integration of data from several sources, and a real-time framework are still missing pieces to the puzzle when it comes to generalizing research outcomes. More complex data fusion approaches, multiregional datasets, and advanced machine learning models to back more accurate agricultural predictions are all things that this study notes as needing additional investigation in the future. To further innovate agricultural yield prediction, multidisciplinary collaboration is also crucial.

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 evaluates the consistency of transmitter level performance through calibration data obtained from the Instrumentation Maintenance Unit of the Cilegon PLTGU. The purpose of this study is to determine the accuracy, linearity, and stability of transmitter output against standard reference values. Qualitative methods were used, including direct observation, interviews, and literature studies to support the analysis of calibration procedures. Calibration data from the Masoneilan 12420-51 and Yokogawa EJA210E transmitters were analyzed using a comparative approach between normal and abnormal calibration results. Classification was based on the difference between the actual output and the 4–20 mA standard signal, with a tolerance limit of ±0.25% in accordance with ISA and IEC calibration standards. The results of the study show that the Level-3 Deaerator Storage Tank transmitter operates within the normal range, with excellent linearity and accuracy, while the Flash ST Tank Level transmitter shows minor deviations outside the tolerance limit, categorized as abnormal. These deviations suggest the potential for drift or zero shift influenced by environmental factors and aging. This study concludes that periodic calibration is necessary to maintain tranmitter performance reliability and ensure accurate signal transmission in the automatic control system at the Cilegon PLTGU facility.

The Gas and Steam Power Plant (PLTGU) utilizes exhaust heat from gas turbines to produce steam, which is then used to drive steam turbines. One of the critical processes in this system is seawater desalination, which requires reliable measuring instruments to ensure the continuity and quality of the water supply. The Differential Pressure Flow Transmitter type Azbil JTD920S is used to measure fluid flow rates at four main points: Sea Water Flow (feed), Distillate Water Flow, Condensate Water Flow, and Sea Water to Ejector Condenser Flow. A decline in transmitter performance may occur due to environmental factors, corrosion, and high workload, making periodic preventive maintenance (PM) essential. This study aims to analyze the transmitter’s performance by comparing PM data with the manufacturer’s maximum specifications using literature studies, direct observation, and interviews. The calculation results show that the highest performance levels are found in the Distillate Water Flow (73.53%) and Sea Water to Ejector Condenser Flow (73.87%) lines, while the lowest is in the Condensate Water Flow (49.00%). These findings emphasize the importance of close monitoring of high-performance transmitters to prevent premature failure and maintain the efficiency of the desalination process.

This research aims to determine the influence of the role-playing method on the creativity of early childhood at Miftahul Jannah TPA. Creativity as an important aspect of development needs to be stimulated from an early age through activities that are fun and meaningful for children. This research uses a quantitative approach with a pre-experimental design type one group pretest-posttest design, where researchers measure creativity before and after role-playing treatment. The research results show that the role playing method has a positive influence on the development of children's creativity. This can be seen from the increase in scores on several indicators of creativity, such as the ability to generate ideas, elaboration and concentration. The elaboration indicator received the highest score in the very good category, indicating that children were able to add details and enrich the storyline during role play. However, the indicators of flexibility and authenticity are still in the poor category and require further stimulation. Overall, an average creativity score of 54 was obtained, which shows that role playing is effective in stimulating children's creativity. These findings emphasize that role-playing methods need to be applied variedly and continuously in learning to optimize the creativity of early childhood.

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

Student mental health is an important issue in higher education, yet many students remain reluctant to utilize counseling services. Several factors are suspected to influence students’ willingness to participate in counseling, including stress levels, social support, public stigma, and self-stigma. This study aimed to determine the relationship between stress level, social support, public stigma, and self-stigma with students’ intention to engage in mental health counseling. The research used a quantitative design with a cross-sectional approach. A total of 202 first-year nursing students from Campus I of Poltekkes Kemenkes Semarang were selected using a total sampling technique. The research instrument was a questionnaire that had been tested for validity and reliability, and data were analyzed using Spearman’s rho correlation test. The results showed that most students had a moderate level of stress (52.8%), adequate social support (58.1%), moderate public stigma (53.7%), and moderate self-stigma (55.3%). Students’ willingness to seek counseling was also in the moderate category (63.4%). Statistical analysis indicated a significant relationship between stress level (p=0.000), social support (p=0.002), public stigma (p=0.000), and self-stigma (p=0.000) with the intention to engage in mental health counseling. These findings highlight the importance of promotive and preventive approaches from educational institutions to enhance students’ awareness and access to mental health counseling services.

This study aims to analyze the strategies used by business actors in facing local market competition through Porter's Five Forces Model approach, which includes: the threat of new entrants, the threat of substitute products, the bargaining power of suppliers, the bargaining power of consumers, and the intensity of competition between competitors. This research uses a qualitative method with a descriptive approach. Data collection techniques were conducted through in-depth interviews with three categories of informants, namely business owners, employees, and consumers. Data analysis was conducted by identifying patterns, differences, and linkages between the strategies applied and aspects of Porter's Five Forces Model. The results showed that the main strendgth in local competition lies in the high intensity of competitors and the increasing number of alternative products offered. The integration strategy between online and offline marketing is proven to help dealers reach consumers more widely and build customer loyalty. The use of social media, digital promotions, and direct-to-consumer services such as exhibitions and local community partnerships are key to adaptation in the digital era. By understanding Porter's five aspects in depth, businesses can formulate strategies that are more adaptive, innovative, and highly competitive in the local market.

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 narrative dissonance in the corporate communication of the Aqua brand, especially in the context of the crisis of meaning that arises between claims of natural purity and technical findings related to the use of borewells in the production process. Using a qualitative approach through content and narrative analysis, the study integrates two main theoretical frameworks: the Narrative Paradigm (Fisher, 1984) and Image Repair Theory (Benoit, 1995). The analysis focused on how companies are building, maintaining, and renegotiating their corporate narrative amid public pressure and consumer expectations. The results show that the legitimacy crisis arises due to the symbolic mismatch between the narrative of "purity" communicated and the operational reality revealed to the public. This tension triggered a strategic response from the company in the form of public clarification, transparency of the production process, and repositioning of messages to restore consumer image and trust. This study confirms the importance of narrative coherence and reflexivity in corporate communications, especially in an era of digital openness that demands accountability and consistency between symbolic messages and tangible practices. These findings contribute to the study of crisis communication and brand image restoration strategies, as well as a reference for companies in designing ethical, transparent, and sustainable communication to maintain legitimacy and credibility in the eyes of the public.

Technological advancements in education have led to major transformations, particularly with the implementation of the Merdeka Curriculum, which emphasizes learning flexibility, student-centered approaches, and educator autonomy in developing innovative teaching methods. One of its essential aspects is the integration of technology for managing educational data, including student health records. At SMP IT Mutia Rahma, biannual student health monitoring has generated a growing volume of data, making it difficult to identify students experiencing psychological challenges. Adolescent mental health problems—such as learning stress, anxiety, and social pressure—can negatively affect academic performance if left unaddressed. This study aims to group students based on their mental health conditions to support more effective intervention strategies. The K-Means Algorithm, a data mining technique for clustering data by similarity, was employed to analyze student health data. The results show that in a three-cluster model, Cluster 2 represents students in a stable condition characterized by high resilience and low counseling needs, indicating good mental health and academic engagement. Meanwhile, Clusters 1 and 3 include students requiring further attention and support. This research demonstrates that the K-Means Algorithm can serve as an effective tool in identifying and categorizing student mental health conditions to improve school-based health management and early intervention programs.

This study aims to analyze the institutional effectiveness of Women Farmers Groups (Kelompok Wanita Tani/KWT) in enhancing members’ capacity and their role in agricultural enterprise development in Puulemo Village, Kolaka Regency. A descriptive qualitative approach was employed, with data collected through field observations, in-depth interviews with KWT leaders and members, and a review of relevant secondary data. Data were analyzed inductively through data reduction, data display, and thematic conclusion drawing.The findings indicate that the institutional effectiveness of the KWT is categorized as moderately effective, as reflected in a clear organizational structure, relatively high member participation, and the implementation of various capacity-building activities, including organic fertilizer production, horticultural cultivation, local food processing, and basic marketing practices. These activities have positively contributed to improving members’ knowledge, skills, and economic independence. However, institutional effectiveness has not been fully optimized due to limited post-training assistance, low digital literacy, and inadequate utilization of information technology for business development and product marketing.Furthermore, the KWT plays a strategic role in agricultural enterprise development through production activities, value-added processing, and local-scale marketing, which contribute to increasing household income. This study highlights the importance of strengthening institutional capacity, improving human resources, and optimizing the use of information technology and digital marketing to enhance the sustainability of KWT as a driver of rural women’s economic empowerment and local food security.

Processing coconut into copra is an important strategy to increase value added and farmers’ income in rural areas. However, traditional copra processing businesses often face problems such as price fluctuations, high production costs, and limited understanding of business feasibility analysis. This study aims to analyze the value added and business feasibility of copra processing in Bone Regency, specifically in Tellusiattinge District, Ulo Village. The study was conducted from September to October 2025 using a descriptive method with qualitative and quantitative approaches. The research population consisted of 15 copra processing entrepreneurs, all of whom were selected as respondents using a census technique. Data were collected through interviews, observation, and documentation. Data analysis included production cost analysis, income analysis, value added analysis using the Hayami method, and business feasibility analysis using the Revenue Cost Ratio. The results showed that the average value added from processing coconut into copra was Rp2,100 per kilogram with a value added ratio of 37.5 percent, which falls into the medium category. The average Revenue Cost Ratio of 1.35 indicates that the copra processing business is feasible and profitable to operate. The findings imply that copra processing has the potential to increase farmers’ income and rural economic development, therefore requiring support in improving production efficiency and adopting better processing technologies to enhance value added.

Edema is a common physiological complaint experienced by pregnant women, particularly during the third trimester, which may affect maternal comfort and daily activities. Prenatal exercise is considered a safe, non-pharmacological intervention that can improve maternal circulation and reduce fluid retention. This study aimed to analyze the relationship between the frequency of prenatal exercise and the incidence of edema in third trimester pregnant women in the working area of Benoa Public Health Center. A cross-sectional analytical design was employed, involving 30 pregnant women selected using purposive sampling. Data were collected through structured questionnaires and physical examination to assess the presence of edema, while the frequency of prenatal exercise was categorized into regular (≥3 sessions per week) and irregular (<3 sessions per week). Descriptive statistics summarized participant characteristics, and the Chi-square test was used to evaluate the association between prenatal exercise frequency and edema, with a significance level of p < 0.05. The results indicated that 26.7% of women who exercised regularly experienced edema, compared to 66.7% of those who exercised irregularly. Statistical analysis confirmed a significant relationship between exercise frequency and edema occurrence (χ² = 5.33, p = 0.021). These findings suggest that consistent participation in prenatal exercise is associated with a lower incidence of edema among third trimester pregnant women. Integrating structured exercise programs into routine antenatal care is recommended to enhance maternal well-being, prevent pregnancy-related discomforts, and support overall health during late pregnancy.

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.

Hyperemesis gravidarum is a condition of severe nausea and vomiting during pregnancy that can cause serious physical and psychological effects on pregnant women. In addition to biological and hormonal factors, psychological aspects such as anxiety are thought to play an important role in the occurrence of hyperemesis gravidarum. This study aims to analyze the relationship between the level of anxiety in pregnant women and the occurrence of hyperemesis gravidarum. The study uses a quantitative approach with an analytical observational design through a cross-sectional method. The study sample consisted of 30 pregnant women in their first trimester who were selected using purposive sampling. Anxiety levels were measured using a standardized anxiety questionnaire and categorized as moderate and severe anxiety, while the incidence of hyperemesis gravidarum was determined based on complaints of excessive nausea and vomiting and clinical data. Data analysis was performed univariately and bivariately using the Goodman–Kruskal tau test with a significance level of 0.05. The results showed that most respondents experienced moderate to severe anxiety, and some respondents experienced hyperemesis gravidarum. Bivariate analysis showed a significant and very strong relationship between anxiety levels and the incidence of hyperemesis gravidarum. These findings indicate that the higher the anxiety level of pregnant women, the greater the likelihood of hyperemesis gravidarum. The conclusion of this study confirms that anxiety is an important psychological factor associated with the occurrence of hyperemesis gravidarum. Therefore, the integration of anxiety screening and management into antenatal care is essential as part of a comprehensive, mother-centered approach to pregnancy care