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Rian Anggriani; Yeyen Suhaety; Firmansyah Firmansyah

JURNAL MANAJEMEN DAN BISNIS EKONOMI 2026 Institut Teknologi dan Bisnis (ITB) Semarang

This study aims to analyze in depth the extent of the influence of content marketing and hedonic motivation on impulse buying in TikTok users, especially STIE Yapis Dompu students. This research illustrates a quantitative approach. The population of this study is all students who actively use the Tiktok Shop at STIE Yapis Dompu, the exact number of which is unknown. The number of samples used was 150. Non-probability sampling technique using the purposive sampling method. The data analysis in this study uses PLS-SEM Analysis. The results of the study showed that content marketing had a positive and significant effect on impulse buying, as evidenced by a t-statistical value of 3,116 > 1.96, and a p-value of 0.002 < 0.05. And hedonic motivation had a positive and significant effect on impulse buying, which was evidenced by a t-statistical value of 6,472 > 1.96, as well as a p-value 0.000 < 0.005. While the content marketing variable for hedonic motivation has a t-statistical value of 5,799 > 1.96, and a p-value of 0.000 < 0.05, content marketing has a positive and significant effect on hedonic motivation in STIE Yapis Dompu students.

Nuri Alfitriyani; Nirwana Anas

Bhinneka: Jurnal Bintang Pendidikan dan Bahasa 2026 Universitas Palan

The purpose of this study was to focus on the development and feasibility testing of the Ekorama Pop-Up Book as a learning medium, as well as to assess its practicality and effectiveness in helping fifth-grade elementary school students master science concepts related to food chains. Research and Development (R&D) using the ADDIE model—which begins with analysis and ends with evaluation—will be applied in this study. The participants include media and content experts, teachers, and 19 fifth-grade students at MIN 8 in Medan. Data were collected using response questionnaires, concept comprehension tests, and validation sheets. The results of the expert validation indicated that the category was highly valid, highly practical (96.7%), and highly effective (N-Gain = 0.87), as evidenced by the test results showing an increase in students’ understanding. In other words, the Ekorama Pop-Up Book was deemed suitable as a science learning medium for improving conceptual understanding among elementary school students.

Santi Wilda, Marchadha; Parulian, Firman Emmanuel Declarantius

Sinov : Media Informasi Penelitian Kabupaten Semarang 2026 Badan Perencanaan Pembangunan, Riset dan Inovasi Daerah Kabupaten Semarang

Lake Rawa Pening is one of Indonesia’s priority lakes facing serious ecological pressure due to the rapid proliferation of water hyacinth. This study aims to classify and map the distribution of water hyacinth in Rawa Pening Lake during the 2021–2025 period and to analyze the seasonal distribution patterns of water hyacinth. Sentinel-2 imagery processed on the Google Earth Engine platform was classified using the Random Forest algorithm combined with hybrid sampling and spectral indices (NDVI, NDWI, MNDWI, and SRI). Classification accuracy assessment showed high performance with an Overall Accuracy of 97.45% and a Kappa coefficient of 0.949. The results indicate significant spatial-temporal fluctuations, with the highest coverage recorded in March–April 2021 (855.75 ha) and the lowest in May–June 2022 (108.44 ha). Seasonal-Trend Decomposition using Loess (STL) revealed consistent seasonal patterns, with peak expansion occurring during the rainy season, particularly in January–February. Although initial implementation of lake management policies reduced coverage, subsequent increases suggest that control measures remain insufficiently sustainable. This study demonstrates the effectiveness of cloud-based satellite monitoring for evaluating lake management policies and supporting evidence-based environmental management strategies.

Oktiva Putri Ariana; Sri Laksmi Pardanawati; Rukmini Rukmini

Jurnal Pajak dan Analisis Ekonomi Syariah 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to analyze the effect of Gross Regional Domestic Product (GRDP), Local Taxes, and Population on Local Own-Source Revenue (PAD) in 35 regencies/cities of Central Java Province during 2021–2023. The study employs a quantitative approach using secondary data obtained from the Central Java Statistics Agency (BPS) and Local Government Budget Realization Reports (LRA). The sample was selected using a census sampling technique and analyzed using multiple linear regression after classical assumption testing. The results indicate that GRDP and Local Taxes have a significant effect on PAD, while Population does not have a significant effect on PAD. These findings imply that local governments should prioritize regional economic growth and optimize local tax collection to strengthen fiscal capacity rather than relying solely on population growth. The novelty of this study lies in its integrated examination of GRDP, Local Taxes, and Population across all 35 regencies/cities in Central Java during the 2021–2023 period, providing updated empirical evidence to support regional fiscal policy and local revenue optimization.

Gunawati, Dita Novarina; Puspitasari, Cesaria Fitri; Arnyke, Errythrina Vinifera; Amalta, Luky; Damayanti, Cindy Audina

JAPSI (Journal of Agriprecision and Social Impact) 2026 CV. Komunitas Dunia Peternakan

Poultry agribusiness is a key driver of food security and rural economic development in developing countries. However, the sector remains vulnerable to infectious diseases such as avian influenza and Newcastle disease, which can disrupt production systems and supply chain continuity. Although previous studies have examined poultry disease control, biosecurity, and supply chain disruption, evidence on how risk and crisis communication supports outbreak management and resilience in developing-country poultry agribusiness remains fragmented. This study applied a systematic literature review (SLR) approach under PRISMA guidelines to synthesize risk and crisis communication strategies in poultry disease management and their contribution to supply chain resilience. Only seven relevant studies published between 2020 and 2025 met the inclusion criteria and were analyzed using the PICO framework. Quality assessment using the Mixed Methods Appraisal Tool (MMAT), combined with systematic data extraction in Microsoft Excel 2021, was conducted to improve methodological transparency and consistency. The novelty of this review lies in integrating communication strategies, enabling and constraining factors, digital tools, One Health perspectives, and public–private collaboration within a single analytical synthesis. The findings indicate that participatory, transparent, and coordinated communication can support disease prevention and crisis preparedness, particularly when strengthened by stakeholder trust, policy support, training, and accessible information channels. However, limited digital literacy, inadequate infrastructure, and cultural barriers may reduce communication effectiveness. Overall, this review highlights the need for inclusive communication systems and collaborative governance to strengthen poultry supply chain resilience in developing countries, while recognizing that the small evidence base limits broad generalization.

Oksa Marani; Dahmiri Dahmiri; Dessy Elliyana

Pusat Publikasi Ilmu Manajemen 2026 Fakultas Ekonomi & Bisnis, Univ

This study aims to determine and analyze the impact of the work environment on employee job satisfaction at the Human Resources Development Agency (BPSDM) of Jambi Province. The research is motivated by the importance of a supportive work environment in creating comfort, increasing motivation, and improving employee job satisfaction, since preliminary observations found several work-environment problems such as inadequate room cooling, disrupted toilet water supply, and unstable Wi-Fi network. This study used a quantitative approach with an associative research design. The population consisted of 75 employees, all of whom were used as the sample through a saturated sampling technique. Data were collected using a four-point Likert-scale questionnaire and analyzed with validity tests, reliability tests, classical assumption tests, and simple linear regression using SPSS. The results show that the work environment has a significant impact on employee job satisfaction, evidenced by a significance value smaller than 0.05, with a coefficient of determination of 61.8 percent. This indicates that the better the work environment, both physical and non-physical, the higher the employee job satisfaction. This research is expected to serve as a consideration for the agency in improving the quality of the work environment to support employee job satisfaction and performance.

Maulia Afidah Cahyani

Jurnal Kesehatan Amanah 2026 Universitas Muhammadiyah Manado

Background: Low birth weight (LBW) remains a major public health concern worldwide due to its significant contribution to neonatal morbidity and mortality, as well as its long-term adverse health consequences. Pregnancy intention has been identified as a potential determinant of adverse birth outcomes; however, evidence regarding its association with LBW remains inconsistent. This study aimed to examine the association between pregnancy intention and low birth weight in Indonesia using data from the 2012 Indonesian Demographic and Health Survey (IDHS). A cross-sectional study was conducted using secondary data from the 2012 IDHS. The study included 8,922 married women aged 15–49 years who had a singleton live birth within five years preceding the survey. Pregnancy intention was categorized as intended, mistimed, and unwanted. Multivariable logistic regression analysis was performed to assess the association between pregnancy intention and LBW after controlling for potential confounding variables. The prevalence of LBW was 6.2%. After adjustment for maternal age and antenatal care (ANC) visits, no significant association was found between mistimed pregnancy and LBW (AOR = 1.055; 95% CI: 0.765–1.454). An interaction effect was identified between unwanted pregnancy and pregnancy complications. Women with unwanted pregnancies accompanied by pregnancy complications had a higher risk of delivering LBW infants compared with women whose pregnancies were intended and without complications. Nevertheless, pregnancy intention was not significantly associated with LBW overall after adjustment for confounding factors. Maternal age outside the optimal reproductive age range (<20 years or >35 years) and inadequate ANC utilization were significantly associated with an increased risk of LBW. Pregnancy intention was not independently associated with low birth weight among Indonesian women after controlling for maternal and healthcare-related factors. Maternal age and antenatal care utilization were more consistent determinants of LBW. Strengthening maternal health services, particularly adequate antenatal care and early detection of pregnancy complications, may contribute to reducing the burden of low birth weight in Indonesia.

Segarwati, Yulia; Nabila Azka, Zahrah; Nuur Lathifah, Ananda Ayriliyana; Harazaky Gea, Angelina

Journal Media Sosial dan Creative Industries 2026 CV. Seoul Publisher

Assertive communication is a core competency for vocational high school (SMK) students, particularly those majoring in Online Business and Retail, whose future work demands strong interpersonal skills in customer service, negotiation, and teamwork. Classroom instruction in Indonesian vocational schools, however, still tends to privilege cognitive content over practical, contextual communication training. This study examines the effect of the role-playing technique on the assertive communication ability of twelfth-grade Online Business and Retail students at SMK Pasundan 1 Bandung. A quantitative survey approach is employed, with role playing—operationalized through three dimensions (role taking, role marking, and role negotiation) adapted from Zaini (2008)—as the independent variable, and assertive communication—operationalized through five dimensions adapted from Albert and Emmons (2001)—as the dependent variable. Given a population of 36 students, a saturated (census) sampling technique is used, so all members of the population serve as respondents. Data will be collected through a Likert-scale questionnaire and analyzed using path analysis with the assistance of SPSS, examining both the simultaneous effect of role playing on assertive communication and the partial effects of its three dimensions. The study is grounded in Bandura's (1977) Social Learning Theory, which posits that behavior is acquired through observation, modeling, and reinforcement. The anticipated outcome is empirical evidence on the effectiveness of role playing in strengthening assertive communication, together with practical recommendations for teachers and schools seeking to design more participatory, work-relevant instructional strategies.

Nabila Azka, Zahrah; Segarwati, Yulia; Harazaky Gea, Angelina; Nuur Lathifah, Ananda Ayriliyana

Journal Media Sosial dan Creative Industries 2026 CV. Seoul Publisher

Vocational high school graduates are expected to master not only technical competencies but also interpersonal skills that support their readiness for the workplace. Field observations at SMK Pasundan 1 Bandung indicate that students in the Online Business and Retail (Bisnis Daring dan Ritel) program still show a low level of assertive communication, evidenced by their difficulty in expressing opinions confidently, refusing requests politely, and handling direct interaction with customers. This community service program (Program Kemitraan Masyarakat/PKM) was designed to develop students' assertive communication skills through the role-play method. The program consists of five stages: needs analysis, development of training materials and role-play scenarios, training and practice, evaluation and feedback, and continued mentoring. Students are placed in simulated roles such as seller, buyer, and observer in scenarios involving customer service, complaint handling, price negotiation, and teamwork. The information-dissemination approach combines material delivery, discussion, hands-on practice, and technical guidance. The program is expected to increase students' understanding of assertive communication concepts, strengthen their interpersonal communication skills, and provide an applied learning experience relevant to the demands of the retail and customer-service industry. The expected output of this activity is a scientific article published in a nationally accredited (Sinta) journal.

Rahman, M Arief; Paisal; Wahyu Triaji Rahadianto; Melisa Kurnia Asfitri; Indah Pratiwi +1 more

Sevaka : Hasil Kegiatan Layanan Masyarakat 2026 STIKES Columbia Asia Medan

This community service activity aimed to strengthen the readiness of outstanding students of State Polytechnic of Sriwijaya in the Pilmapres 2026 selection through structured mentoring on achievement portfolio, innovative product, and English presentation. The program was designed as a participatory capacity-building activity involving needs identification, portfolio clinic, innovative product mentoring, English communication practice, presentation simulation, and reflective evaluation. The activity was implemented through technical meetings, document review, discussion, presentation practice, and feedback sessions involving students, supervisors, and institutional stakeholders. The results indicate that the mentoring process helped students organize evidence of achievement, sharpen the problem-solution logic of their innovative products, improve presentation confidence, and understand the assessment orientation of Pilmapres. Documentation of the activity shows the stages of preparation, selection, product presentation, and award ceremony. The program implies that continuous institutional mentoring is essential to build an ecosystem of student achievement, innovation, and English communication competence in vocational higher education.Keywords: Pilmapres; outstanding student; portfolio; innovative product; English presentation

Qadri, Muhammad Saleh; Yasin, as; Wati, Risnah; Milida, Rizkia; Nur Ainun, Rizkita

Journal of Administrative and Sosial Science (JASS) 2026 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

The implementation of healthy and safe school standards is a strategic effort to create a learning environment that supports the health and safety of elementary school students. This study aims to evaluate the implementation of healthy and safe school standards at SDN 6 Kendari, which is characterized by its proximity to a market and a main road. The study employed a qualitative approach using a case study design, involving field observations, the completion of a healthy and safe school indicator questionnaire, and interviews with educators. The results indicate that SDN 6 Kendari has met most of the healthy school indicators, evidenced by well-maintained buildings, adequate ventilation and lighting, proper sanitation and waste management, and students’ consistent practice of clean and healthy living behaviors. Regarding the safe school aspect, the school’s social environment is relatively conducive and free from risky behaviors, supported by the availability of a monitoring system and collaboration with relevant parties. However, several areas still require improvement, such as the equitable distribution of handwashing facilities, more strategic placement of portable fire extinguishers, and strengthening traffic risk mitigation measures due to the school’s location. Overall, the implementation of healthy and safe school standards at SDN 6 Kendari has been proceeding well, but requires continuous improvement to achieve optimal compliance with the standards.

Nurcholisah Fitra; Syafrina Ulfah

VitaMedica : Jurnal Rumpun Kesehatan Umum 2026 STIKES Columbia Asia Medan

The development of Artificial Intelligence (AI) has driven significant transformation in hospital management, particularly in operational efficiency, service quality, and patient safety. This study aims to analyze the implementation of AI in hospital management based on recent scientific evidence from 2020 to 2026. The method used was a systematic review guided by the PRISMA 2020 framework. Literature was retrieved from PubMed, ScienceDirect, SpringerLink, Google Scholar, and ProQuest. From 360 identified articles, a stepwise selection process was conducted, resulting in 15 articles that met the inclusion criteria. The findings indicate that AI contributes to improved operational efficiency through patient flow optimization, operating room management, workforce scheduling, and electronic medical record management. AI also enhances service quality through predictive data analytics and supports patient safety through risk detection and early warning systems. In conclusion, AI has strong strategic potential to support modern hospital management. However, its implementation still faces several challenges, including human resource readiness, data security, algorithmic bias, system interoperability, and investment requirements. Therefore, AI implementation should be carried out in a planned, ethical manner and evaluated from a health economics perspective.

Julio Warmansyah; Safrial Safrial; Alam Supriatna; Wiwit Thoyyibah

JURNAL PENELITIAN TEKNOLOGI INFORMASI DAN SAINS (JPTIS) 2026 Institut Teknologi dan Bisnis (ITB) Semarang

Hypertension is one of the leading non-communicable diseases contributing significantly to cardiovascular morbidity and mortality worldwide. Despite the availability of extensive electronic medical record data in healthcare institutions, these data are often utilized only for administrative reporting rather than predictive analysis. Consequently, opportunities to identify age groups with a higher probability of developing hypertension remain underutilized. This study aims to implement the Naïve Bayes classification algorithm to analyze age distribution and classify the risk of hypertension among patients using healthcare data. The research adopted the Cross-Industry Standard Process for Data Mining (CRISP-DM) methodology, including business understanding, data understanding, data preparation, modeling, evaluation, and deployment. Patient medical record data consisting of demographic and clinical attributes, including age, systolic blood pressure, diastolic blood pressure, body weight, gender, and hypertension status, were processed using the Naïve Bayes algorithm. Model performance was evaluated using a confusion matrix by measuring accuracy, precision, recall, specificity, and balanced accuracy. The implementation demonstrates that the Naïve Bayes algorithm is capable of classifying hypertension risk efficiently while providing probabilistic information regarding age groups with a higher tendency to experience hypertension. The resulting classification model offers an effective decision-support tool for healthcare providers in conducting targeted screening, preventive interventions, and evidence-based health planning. The findings also indicate that data mining techniques can transform routinely collected medical records into valuable clinical knowledge for early hypertension prevention and healthcare decision-making.

Nirmalasari, Komang Yunitia; Pratama, Agus Ari

Bali Health Published Journal (BHPJ) 2026 Sekolah Tinggi Ilmu Kesehatan KESDAM IX/Udayana

Background: Chronic Kidney Disease (CKD) patients undergoing long-term hemodialysis often experience anxiety due to therapy dependency, changes in health conditions, and uncertainty regarding the disease. Unresolved anxiety can reduce quality of life, comfort, and patient adherence to treatment. Therefore, non-pharmacological interventions are needed that are safe, easy to implement, and aligned with the patient's spiritual values. Mantram Tri Sandya has the potential to provide relaxation and psychological calm, thus helping to reduce anxiety. However, scientific evidence regarding the effectiveness of this therapy in hemodialysis patients is still limited, making this research crucial.  Purpose: The aim of this research is to determine the effect of the Tri Sandya mantra on reducing anxiety levels in CKD patients who are undergoing hemodialysis at the Buleleng Regency Regional Hospital. Methods: Pre-Experimental One Group Pre-Test & Post-Test research design with the Wilcoxon Signed Rank Test conducted at the Buleleng Regency Regional General Hospital. Data were collected using the HARS (Hamilton Anxiety Rating Scale) questionnaire sheet with Purposive Sampling technique with a sample size of 88 people. Results: The results obtained from this study were that there was a decrease in anxiety levels when given Mantra Tri Sandya therapy to CKD patients who were undergoing hemodialysis with a P value <0.001 (p<0.05). Conclusion: There is a significant effect of administering the Tri Sandy mantra on reducing anxiety levels in CKD patients who are undergoing hemodialysis at the Buleleng Regency Regional Hospital.

Irhamnia, Irhamnia; Rahmadhani , Rizky

This study aims to analyze the bankruptcy process of PT Sri Rejeki Isman Tbk (Sritex) according to Law Number 37 of 2004. In addition, the legal impact on its subsidiary, PT Primayudha Mandirijaya in Boyolali, including legal protection for affected employees, will also  yang be reviewed. The research method used is normative legal research with a statutory approach and a conceptual approach. Data were obtained through a literature review of relevant regulations and legal literature. The results of the study indicate that although PT Sri Rejeki Isman Tbk has been declared bankrupt by the commercial court, legally, the assets of PT Primayudha Mandirijaya as a subsidiary do not immediately become part of the bankruptcy estate of its parent company. This is based on the principle that the legal entity is independent (separate legal entity) and its responsimerupakan bilities are limited (limited liability), which separates the assets in question from the parent company and the subsidiary, unless there is evidence indicating a guarantee from the company (corporate guarantee). Furthermore, the legal study on labor protection emphasizes that the rights of PT Primayudha Mandirijaya employees need to be legally protected in accordance with national labor regulations and bankruptcy law to mitigate the social and economic impacts in the Boyolali region. The study concludes that the legal existence of the subsidiary remains independent despite the bankruptcy of its parent company. However, it is crucial to prioritize contractual risk reduction and worker rights security during the curator's handling.

Novrizal; Ria Wulandari

This qualitative literature review examines how global litigation finance markets manage the tension between transparency requirements and innovation dynamics. Drawing on academic scholarship, policy reports, court decisions, and industry analyses, the review synthesizes evidence on disclosure obligations, funder influence, national security concerns, and emerging regulatory models. Findings show that while transparency enhances judicial integrity and mitigates conflicts of interest, excessive disclosure may undermine commercial confidentiality and inhibit investment in complex claims. Across jurisdictions, regulatory debates converge on the need for proportionate, court directed mechanisms such as limited in camera disclosure, provenance checks, and funder conduct safeguards. The review concludes that transparency and innovation are not mutually exclusive; instead, balanced regulatory frameworks can preserve market efficiency while protecting due process values and preventing geopolitical misuse. The study highlights significant data gaps and calls for deeper empirical research to guide evidence based policy making.

Nurul Abidatul Muthayyibah; Safira Maulidiya; Intan Wiena Cahyaningrum; Nasirin Roset; Asti Cahya +1 more

This study aims to analyze educational marketing management strategies in attracting students’ interest at MTs Al-Mursyidiyyah. The research employed a qualitative approach using a descriptive-analytical method. Data were collected through literature review and in-depth interviews with the school principal as the key informant. Data analysis used the Miles and Huberman model, including data reduction, data display, and conclusion drawing. The findings reveal that MTs Al-Mursyidiyyah has comprehensively implemented educational marketing strategies based on the 7P marketing mix (product, price, place, promotion, people, physical evidence, and process). The product dimension is reflected in the integration of academic-religious curriculum supported by technology and diverse extracurricular programs. Promotional strategies are carried out through digital platforms such as Instagram, TikTok, and online admission websites, as well as conventional promotion through the annual November Festival. Strengthening human resources, modernizing facilities, and digitizing educational services also contribute to enhancing the school’s image. The study concludes that the success in attracting prospective students is strongly influenced by the synergy between product quality, promotional effectiveness, and physical evidence that build public trust in the educational institution.

Ridho Darman

Mutiara : Jurnal Penelitian dan Karya Ilmiah 2026 STAI YPIQ BAUBAU, SULAWESI TENGGARA

This study aims to identify and analyze the logical fallacies that arise in public conversations about environmental issues and natural resource management on Indonesian social media using a descriptive qualitative approach. Data were collected through scraping techniques using the Python programming language and subsequently analyzed using an informal logic framework to identify various forms of fallacious reasoning. The findings reveal the presence of multiple fallacies that substantially influence public understanding of causal relationships within environmental dynamics. These fallacies contribute to oversimplification, shifts in attention away from scientific evidence, and the emergence of distorted perceptions regarding structural factors in spatial planning and natural resource governance. This study contributes to environmental communication scholarship by emphasizing the importance of critical thinking literacy in improving the quality of public deliberation and supporting the formulation of evidence-based environmental policies.

Achmad Asril Asri; Oknovia Susanti

Student Research Journal 2026 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

Electricity service quality depends not only on physical network expansion but also on the availability of accurate, traceable, and spatially integrated asset data. This study aims to formulate an infrastructure inventory plan for electricity distribution networks as a basis for optimizing electricity services in Musi Rawas Regency, Indonesia. A descriptive-technical approach was applied using administrative maps, spatial planning documents, distribution network maps, feeder single-line diagrams, January 2026 customer data, bill of quantity documents for electricity and public street lighting, and the planned network drawing for Mandi Aur Village. The results show that 14 target districts served approximately 101,932 customers, consisting of 78,564 postpaid and 23,368 prepaid customers. Tugumulyo, Megang Sakti, Muara Kelingi, and Muara Lakitan represented the largest customer concentrations and should be prioritized for detailed asset verification. The proposed inventory object includes medium-voltage lines, low-voltage lines, poles, distribution transformers, protection equipment, public street lighting, panels, and operation-worthiness documents. The inventory database should include unique asset codes, coordinates, feeder identity, specifications, physical condition, photographs, operational status, and follow-up actions. Spatial inventory is expected to improve maintenance planning, outage response, public lighting management, safety control, and evidence-based network development.

Prasetya, Prita; Handayani, Aniek Sri

ISAINTEK: Jurnal Informasi, Sains dan Teknologi 2026 Politeknik Negeri FakFak

Hot material dumping in the chemical industry is an important process stage that affects occupational safety, process stability, and product quality reliability. In manual processes, dumping activities may cause variation because they are influenced by operator condition, pouring angle, work speed, and exposure to hot materials. This study aims to analyze the consistency of the hot material dumping process and formulate a B2B strategy based on process reliability. The research method uses a descriptive-quantitative case study approach with data from 20 batches, analyzed through three indicators: dumping time, pouring flow stability, and material temperature change or ΔT. The data were primary data obtained directly through field observation, production-process documentation, and recording of process parameters; journal literature was used only as the theoretical and interpretive basis. The results show that the automated process provides more consistent performance than the manual process. The average dumping time decreased from 49.14 seconds to 30.18 seconds, the coefficient of variation for dumping time decreased from 12.44% to 1.36%, the pouring flow stability score increased from 2.55 to 4.70, and the average material ΔT decreased from 15.26°C to 8.16°C. These findings indicate that automation can improve process regularity, reduce variation between batches, and maintain material conditions in a more controlled manner. This process consistency can serve as the basis for a B2B strategy based on process reliability, emphasizing process reliability, production safety, quality consistency, and data-based evidence as key values in building industrial customer trust.