Abstract:Bread product sales have become an important aspect of the bakery business, influenced by fluctuations in demand that are not easily predictable. Efficient sales management requires a deep understanding of sales patterns.…
. This study aims to optimize bread product sales by using the K-Means Clustering algorithm to analyze daily sales performance at Toko Roti Amin. The data used includes sales volume and transaction frequency for bread products, consisting of 356 data points. The results show that the bread products can be grouped into three clusters: 129 data in the “Good Sales” cluster, 28 data in the “Moderate Sales” cluster, and 199 data in the “Low Sales” cluster. These findings assist bakery owners in managing stock, production planning, and more targeted marketing strategies. Although there are limitations in using K-Means Clustering, such as dependence on the initial centroid selection, this study proves that applying this technique can enhance inventory management and maximize profit in the bakery business.
Abstract:Graduation marks the completion of a certain level of schooling. This study aims to predict the graduation of students at SDN 016528 BP Mandoge based on their abilities. The goal of this research is to reduce the rate of…
student failure to graduate by making predictions based on examination scores collected by the institution. The method used in this study is Naive Bayes, a technique in Data Mining that utilizes probability and statistics to predict future outcomes based on previous data. This method was chosen due to its advantage in predicting graduation rates from concrete data, ensuring the results are reliable and applicable for future predictions. The dataset used in this study includes graduation data for SDN 016528 BP Mandoge students for the 2019/2020 academic year, comprising 171 students, with 120 students used for training data and 51 students for testing data, achieving a model accuracy of 98%.
Abstract:The use of smartphones in Indonesia has been steadily increasing each year. In the era of the Fourth Industrial Revolution, smartphones have become a lucrative business sector, leading to intense market competition. Consequently,…
equently, smartphone companies must pay closer attention to the market segmentation desired by consumers. Data mining is the process of discovering significant relationships and patterns by analyzing large datasets using statistical and mathematical techniques. This study aims to identify and analyze the market segments of Android smartphone users among students at STMIK Royal. The data used in this research were collected from 122 student respondents. The study employs clustering using the K-means algorithm. The resulting data modeling will categorize market segments into several clusters. This segmentation yields three clusters: Cluster 1 (features), consisting of 36 respondents who prioritize price, battery, camera, and warranty; Cluster 2 (product), with 49 respondents who value all attributes except warranty; and Cluster 3 (superiority), comprising 37 respondents who prioritize camera, brand, and RAM.
Abstract:This study aims to analyze the impact of using the mind mapping method on the ability to write procedural texts by utilizing Canva media among 11th-grade students at Air Joman Private High School during the 2023/2024 academic…
demic year. This research employs a true experimental design with a posttest-only control group design, involving 124 students randomly selected to be placed in two classes: the control class and the experimental class. The results indicate that the experimental class, which implemented the mind mapping method with Canva media, had an average score of 81.84, higher than the control class, which only used Canva media without the mind mapping method, with an average score of 74.39. Statistical tests revealed that the mind mapping method had a significant impact on improving procedural text writing skills, with a to value of 106.42, far exceeding the critical t-value at the 5% significance level (2.01) and the 1% significance level (2.68). Therefore, the alternative hypothesis is accepted, demonstrating that the use of the mind mapping method along with Canva media is proven to be effective in enhancing students' ability to write procedural texts.
Abstract:This anthropological study examines the experiences of the Muslim minority in Rantepao City, North Toraja Regency, focusing on religious freedom and interfaith dynamics. In a predominantly Christian region, the Muslim community…
mmunity navigates its religious identity within a deeply rooted Torajan cultural landscape. Through ethnographic methods, including participant observation and in-depth interviews, this research explores how minority Muslims practice their faith, access public space, and maintain communal harmony. The findings reveal that religious freedom in Rantepao is negotiated through a balance of cultural assimilation and religious preservation. While formal rights are generally respected, subtle social boundaries exist, particularly regarding religious expression and ritual intersections with traditional Torajan customs (Aluk To Dolo). This study highlights the resilience of the Muslim minority and demonstrates how local cultural mechanisms facilitate daily coexistence, offering crucial insights into religious tolerance and minority-majority relations in contemporary Indonesia.
Abstract:Pemerataan pelayanan kesehatan di wilayah terpencil masih menjadi tantangan utama dalam pembangunan kesehatan di Indonesia, khususnya di Provinsi Papua Selatan yang memiliki karakteristik geografis, sosial, dan budaya yang…
ng kompleks. Kondisi tersebut menuntut adanya formulasi kebijakan kesehatan yang adaptif dan berbasis karakteristik wilayah agar mampu meningkatkan akses dan kualitas pelayanan kesehatan. Penelitian ini bertujuan menganalisis proses formulasi kebijakan kesehatan berbasis karakteristik wilayah terpencil di Papua Selatan serta merumuskan model kebijakan yang sesuai dengan kebutuhan masyarakat. Penelitian menggunakan pendekatan kualitatif dengan desain studi kasus. Informan dipilih secara purposive sampling yang terdiri atas pejabat Dinas Kesehatan, Bappeda, kepala puskesmas, tenaga kesehatan, tokoh masyarakat, dan tokoh adat. Data dikumpulkan melalui wawancara mendalam, observasi, dan studi dokumentasi, kemudian dianalisis menggunakan model interaktif Miles, Huberman, dan Saldaña. Hasil penelitian menunjukkan bahwa formulasi kebijakan kesehatan masih menghadapi berbagai kendala, meliputi keterbatasan akses geografis, distribusi tenaga kesehatan yang belum merata, keterbatasan sarana dan prasarana, serta belum optimalnya koordinasi lintas sektor dan pelibatan masyarakat dalam penyusunan kebijakan. Proses formulasi kebijakan masih didominasi oleh pendekatan administratif sehingga belum sepenuhnya mengakomodasi karakteristik lokal. Penelitian ini menghasilkan model formulasi kebijakan kesehatan berbasis karakteristik wilayah terpencil yang menekankan lima komponen utama, yaitu identifikasi kebutuhan masyarakat, analisis karakteristik geografis dan sosial budaya, analisis kapasitas sumber daya kesehatan, kolaborasi multipihak, dan penyusunan kebijakan berbasis bukti (evidence-based policy). Model tersebut diharapkan menjadi acuan bagi pemerintah daerah dalam merumuskan kebijakan kesehatan yang lebih adaptif, partisipatif, dan berkelanjutan guna meningkatkan pemerataan akses pelayanan kesehatan di Papua Selatan.
Abstract:This study aims to analyse the strategy of the Merauke Regency Government in managing Wamanggu Market and to identify the factors influencing its implementation. The research employed a qualitative descriptive approach,…
with data collected through interviews, observations, and documentation. The informants included the Head of the Department of Industry, Trade, Cooperatives and Small and Medium Enterprises (SMEs) of Merauke Regency, the Head of the Trade Division, the Head of the Wamanggu Market Technical Implementation Unit (UPTD), the Chairperson of HIPPAM, market traders, and consumers. Data were analysed using data reduction, data presentation, and conclusion drawing techniques. The findings indicate that the management strategy of Wamanggu Market is implemented through four main aspects: trader registration, trader regulation and enforcement, market management evaluation, and the enforcement of trader discipline. However, the implementation of these strategies has not yet been fully effective. Trader registration continues to rely on outdated data, resulting in discrepancies between administrative records and actual field conditions. Regulatory measures have not been entirely successful, as some traders continue to operate outside the designated market area and kiosk allocation does not always comply with established zoning arrangements. Market management evaluations are conducted regularly; however, follow-up actions have not been sufficient to resolve existing problems significantly. Furthermore, the enforcement of trader discipline remains constrained by low levels of compliance among traders and the inconsistent application of regulations.The study also reveals that market management strategies are influenced by internal factors, including limitations in human resources, infrastructure, budget availability, and inter-agency coordination, as well as external factors such as regulatory frameworks, trader participation, environmental conditions, market dynamics, and consumer behaviour. Therefore, improvements in human resource capacity, stronger institutional coordination, enhanced infrastructure, and the development of adaptive management strategies are necessary to achieve more effective and sustainable management of Wamanggu Market.
Abstract:This study provides an overview of the implementation of the Regulation of the Minister of Home Affairs Number 72 of 2022 in Merauke Regency. The purpose of this study is to analyze and comprehensively describe the implementation…
mentation of the Regulation of the Minister of Home Affairs Number 72 of 2022 in Merauke Regency and to identify the factors inhibiting its implementation in the region. This study applies Edward C. III’s policy implementation theory and uses a qualitative research approach through in-depth interviews with 16 informants to explore their meanings, perceptions, and understandings. A semi-structured interview approach was employed to enable the researcher to obtain flexible yet focused data, as stated by Prof. Dr. Lexy J. Moleong (2014). The study utilized an interactive data analysis technique consisting of data collection, data reduction, data presentation, and conclusion drawing. The results of this study indicate that the implementation of the Digital Population Identity (IKD) policy in Merauke Regency has been carried out in accordance with directives from the central government through a tiered and continuous communication mechanism. However, its implementation has not yet been optimal at the regional level. The main obstacles include limited socialization, low understanding and acceptance of the policy among implementers, the absence of specific Standard Operating Procedures (SOPs) for IKD, and the lack of motivation, commitment, and integrity of human resources, ICT infrastructure, and budgetary support. In addition, the social, economic, cultural, and geographical conditions of the community also hinder the utilization of IKD, resulting in its limited use and the continued dominance of physical population documents. The findings of this study emphasize the need to strengthen communication aspects, resources, implementers’ commitment, and policy adjustments to local conditions in order to achieve the objectives of the IKD policy effectively and equitably.
Abstract:This study aims to analyze the effectiveness of public service delivery in issuing Certificate of Indigency (SKTM) at Karang Indah Village Office, Merauke Regency. The background of this research is based on the increasing…
ng number of SKTM applications each year, which has not been matched by optimal service quality improvements. This study employs a qualitative method with a descriptive approach. Data collection techniques include observation, interviews, and documentation involving 11 informants consisting of village officials and community members. The results show that, in general, the SKTM service at Karang Indah Village Office is relatively effective, particularly in terms of procedures and costs, which are simple, transparent, and free of charge. The service completion time is also relatively fast, often completed within one working day. However, several challenges still affect service effectiveness, such as inconsistencies in procedural implementation, limited facilities and infrastructure, manual administrative systems, and insufficient public awareness regarding the requirements for obtaining SKTM. Additionally, coordination between neighborhood units (RT) and the village office remains suboptimal, potentially causing service delays. This study concludes that the effectiveness of SKTM service delivery in Karang Indah Village needs improvement through digital service innovation, capacity building for administrative staff, and strengthening supervision and public outreach.
Abstract:This study aims to analyze the quality of human resources (HR) in improving the effectiveness of public services at LPP RRI Merauke. This research employs a qualitative approach with a descriptive design. Data were collected…
cted through observation, in-depth interviews, and documentation involving 11 informants consisting of leaders and staff members. The findings indicate that HR quality plays a significant role in determining the effectiveness of public service delivery. In terms of competence, employees are generally capable of performing routine tasks; however, their mastery of digital technology remains limited. Professionalism is considered adequate but not yet optimal due to limited human resources and high workloads. Employees’ adaptability to technological and organizational changes varies among individuals. HR development programs have been implemented through training, but they are not yet systematic or evenly distributed. Meanwhile, employee motivation and job satisfaction are relatively good, although still influenced by limited facilities and reward systems. Overall, improving public service effectiveness at LPP RRI Merauke requires strengthening competencies, professionalism, adaptability, and sustainable, needs-based HR development strategies.