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Anna Maria Tampubolon; Yenny Yuniarti; Ade Perdana Siregar

Master Manajemen 2026 Fakultas Ekonomi & Bisnis, Universitas Nusa Nipa

This study aims to evaluate the effectiveness of the e-monev application at the Jambi Province Public Works and Public Housing Agency (PUPR) and to identify the constraints encountered in its management. The research used a qualitative descriptive method with data collection through in-depth interviews, observation, and documentation involving seven informants directly engaged in the application's management and operation. The analysis framework adopts the e-government success element theory by Indrajit (2002), comprising three dimensions: Support, Capacity, and Value. The findings reveal that the Support dimension is already strong, marked by leadership commitment, annual socialization and training, clear policy directives, and effective inter-unit coordination. In the Capacity dimension, human resource competence is generally adequate; however, technical constraints such as network instability, system slowdowns during concurrent access, and dependency on external programmers remain significant challenges. The Value dimension confirms that the e-monev application provides positive contributions to reporting efficiency, real-time monitoring, and data-based decision-making. Nevertheless, the overall effectiveness has not yet reached the optimal level due to persistent technical and infrastructure constraints. This study is expected to serve as an empirical basis for improving the quality of digital monitoring and evaluation systems in regional government agencies.

Herlina Baro Lolu; Andreas Ariyanto Rangga; Paulus Mikku Ate

Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam 2026 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

The selection process for accepting new employees is one of the important stages in a company to ensure that the candidates accepted have qualifications that suit the company's needs. At WINMART, the selection process is still carried out manually, so it is less efficient and prone to errors. Therefore, a system is needed that can assist in more objective and efficient decision making. This Decision Support System (DSS) is designed to assist the selection process for recruiting new employees using the Simple Additive Weighting (SAW) method, which can assess several relevant criteria, such as work experience, education, skills and competency tests. This system was built on a web basis, so it can be easily accessed by parties involved in the selection process, such as HRD and managers. The SAW method was chosen because of its ability to convert various subjective criteria into more objective numerical scores, so that selection results can be more transparent and accountable. By using this system, it is hoped that it can increase efficiency, accuracy and transparency in the new employee selection process at WINMART, as well as facilitate decision making in selecting candidates who best suit the desired criteria.

Nabiel Muhammad Al Ghazali

Bridge : Jurnal Publikasi Sistem Informasi dan Telekomunikasi 2026 Asosiasi Profesi Telekomunikasi Dan Informatika Indonesia

The rapid advancement of artificial intelligence (AI) has significantly altered the landscape of business decision-making, particularly for Micro, Small, and Medium Enterprises (MSMEs) in Indonesia. Despite their critical role in economic growth and employment generation, MSMEs frequently encounter substantial barriers related to technological adoption, digital literacy, and resource allocation. This research systematically investigates the utilization of artificial intelligence as a responsive innovation mechanism designed to optimize decision-making processes within the MSME sector. By employing a comprehensive systematic literature review methodology, analyzing peer-reviewed publications from globally recognized academic databases between 2018 and 2024, this study delineates the multifaceted benefits, complex challenges, and contextualized adoption strategies associated with AI integration. The findings reveal that artificial intelligence holds transformative potential for enhancing operational efficiency, refining predictive analytics, and sustaining long-term competitiveness. Conversely, critical challenges, including inadequate digital infrastructure, financial constraints, and organizational resistance, remain pervasive obstacles. Consequently, the study advocates for a gradual, responsive innovation approach that aligns technological adoption with specific business needs and environmental pressures. The insights derived from this research offer substantial theoretical and practical implications, providing a strategic framework for policymakers and MSME owners to accelerate digital transformation inclusively.

Agus Rahmat Santoso; Nizar Fahmy Maulana; Sudarmiatin Sudarmiatin; Yuli Soesetio

Faedah : Jurnal Hasil Kegiatan Pengabdian Masyarakat Indonesia 2026 FKIP, Universitas Palangka Raya

This community service activity aims to improve the digital marketing capabilities of the ASAA Arpik snack MSME through the digitization of content on various digital platforms. The activity partner is the ASAA Arpik MSME owned by Siti Zulaikah located in Sukosari, Gondanglegi, Malang. The main problems faced by the partner include low marketing reach, the absence of a structured digital content ecosystem, suboptimal utilization of WhatsApp Business, the unavailability of a website and Google Business Profile, and the suboptimal use of Instagram, Facebook, TikTok Shop, and marketplaces as promotional and sales media. The implementation method is carried out through mentoring, training, and implementation of digital marketing strategies that include optimizing WhatsApp Business, creating a free Google Business Profile and website, developing a social media content strategy, developing TikTok Shop and marketplaces, and preparing a 30-day digital content calendar. In addition, an evaluation was conducted based on digital indicators such as the number of customer interactions, content reach, and increased sales potential. The results of the activity show that content digitization can improve the digital marketing readiness of MSMEs, strengthen brand identity, expand promotional reach, and increase opportunities for interaction and transactions with customers. This assistance is expected to help ASAA Arpik build a more integrated, consistent, and sustainable digital marketing system so that it can increase the competitiveness of MSMEs in the digital economy era.

Rizki Misbah Hidayat; Ahmad Agis Fadillah

Switch : Jurnal Sains dan Teknologi Informasi 2026 Asosiasi Profesi Telekomunikasi Dan Informatika Indonesia

This study discusses the design and testing of a growing media moisture and water level monitoring system based on ESP32-MQTT. The system was developed to support real-time monitoring of growing media conditions and water availability through a monitoring dashboard. This research used an experimental method with a design and implementation approach by developing an ESP32 circuit connected to a capacitive soil moisture sensor and a water level sensor, then sending sensor data to the dashboard through the MQTT protocol and Node-RED. Testing was carried out using a plant pot as the moisture testing medium and a water container as the water level testing medium. The results showed that the growing media moisture sensor displayed 0% in dry and very dry soil conditions, 61% in moist soil, and 89% in very moist soil. The water level sensor displayed 0 cm, 2.4 cm, and 4 cm according to the testing conditions. These results indicate that ESP32-MQTT can be used as an initial prototype for monitoring growing media moisture and water level before being applied to a complete hydroponic or aquaponic system.

Eva Fitriyani; Mikaila Nur Tsaqifa Al Maarif; Naila Rahma Aulia

Reflection : Islamic Education Journal 2026 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

This study examines the historical development of education in Malaysia, which has undergone a shift from the traditional pondok system to modern religious schools. This change was influenced by various factors, including social dynamics, colonial influence, and societal demands for a more structured and relevant education system. This study aims to explain this development process and identify the various factors driving this change. The research employed a qualitative approach through literature review, utilizing various sources, books, journals, and scientific documents, which were analyzed descriptively to gain a deeper understanding. The results show that the pondok system, which was initially informal and simple, even focusing only on teaching religious knowledge and moral development, underwent changes due to the influence of colonialism, the development of Western education, and the increasing societal need for formal education. This change gave rise to modern madrasahs and religious schools with more structured curricula, integrating religious and general knowledge, and implementing more systematic methods. The findings of this study confirm that this development did not completely eliminate the pondok system, but rather developed it into a more comprehensive educational system, enabling Islamic education in Malaysia to remain steadfast in Islamic values ​​and adapt to modern demands.

Agnes Melliana Eviyanti; Gilbert Timothy Majesty; Amri Sinuraya

International Journal of Communication, Tourism, and Social Economic Trends 2026 Asosiasi Penelitian dan Pengajar Ilmu Sosial Indonesia

This research examines digital charity practices within Christian media communication on YouTube, focusing on two distinct donation formats: marapthon live stream donations (e.g., 24‑hour fundraising events) and sermon‑based donations (offerings collected during or after online worship services). Despite the rapid growth of faith‑based online giving, a critical problem remains: the absence of an integrated system that aligns these two donation models with Christian values of transparency, accountability, and community stewardship. Existing platforms often treat live marapthon and sermon donations separately, leading to fragmented donor experiences and inefficient fund utilization. Therefore, this study aims to develop a conceptual framework for an integrated digital charity system by comparatively analyzing media communication strategies in both donation contexts. The proposed method is a netnographic comparative analysis, involving systematic observation of YouTube comments, chat logs, and video descriptions from 10 Christian channels (5 marapthon‑focused, 5 sermon‑focused) over six months, supplemented by semi‑structured interviews with content creators and donors. The main findings reveal that marapthon donations emphasize urgency and real‑time social proof, while sermon donations rely on theological framing and pastoral trust. The synthesis proposes a hybrid system architecture incorporating real‑time donation tracking, automated acknowledgment, and weekly theological reflection modules. In conclusion, integrating both models into a single development framework enhances donor engagement and aligns digital charity with Christian communication ethics, offering practical guidelines for church‑based YouTubers and platform developers.

Dzaky Kasparuma; Trisnowati Rahayu; Rizqi Aini; Sri Mulyanto H

Jurnal Riset Rumpun Ilmu Teknik 2026 Pusat riset dan Inovasi Nasional

 The quality of digital system services in the ship clearance process is closely related to the work effectiveness of shipping agency companies. The advancement of port operational services is influenced by the system’s ability to provide convenience, speed, accuracy, and service integration for users. The system used in the ship clearance process must be able to meet user needs and support inter-agency coordination so that ship services can operate more effectively and efficiently. This study aims to analyze the performance level and the level of user importance regarding the implementation of the Single Submission Pengangkut System in the ship clearance process at PT Trans Cakrawala Perkasa. The research employed a descriptive quantitative approach with a sample of 30 respondents consisting of ship agents involved in the clearance process. Data were collected through questionnaires, observations, and literature studies. The data were analyzed using validity tests, reliability tests, conformity level analysis, and the Importance Performance Analysis (IPA) method. The results indicate that the SSM Pengangkut System has made a positive contribution to accelerating document processing, facilitating system usage, increasing work productivity, and supporting coordination among related agencies. Based on the IPA Cartesian diagram, one indicator was identified as a priority for improvement, while other indicators were categorized as maintain performance, low priority, and high performance with lower importance levels. Overall, the implementation of the Single Submission Pengangkut System has been running quite well; however, continuous evaluation and improvement are still needed to optimize the ship clearance process further.

Talia Fatih Basori

Birokrasi: JURNAL ILMU HUKUM DAN TATA NEGARA 2026 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

This study aims to analyze the dynamics of interest groups in the food vendor appointment process in Medan City, particularly those based on political proximity. Using a qualitative approach with library research method and content analysis technique, data were collected from official documents, government reports, accredited scientific journals, laws and regulations, and publications from institutions such as the Corruption Eradication Commission (KPK), the Government Procurement Policy Institute (LKPP), and the Statistics Indonesia (BPS). The analysis shows that the food vendor appointment process in Medan City is not entirely meritocratic. Political proximity and personal relationships play a dominant role as informal mechanisms in vendor selection. Procurement transparency remains limited, as reflected in the low public access to tender documents and vendor evaluations. This practice indicates systemic political patronage, which results in budget inefficiency, a decline in the quality of public services, and an erosion of public trust. This study recommends strengthening the electronic procurement system (e-procurement), increasing participatory oversight, and reforming the bureaucracy at the regional level.

Angga Setyawan; Hendri Wahyudi; Reza Aditya Angga Putra

Jurnal Sistem Informasi dan Ilmu Komputer 2026 International Forum of Researchers and Lecturers

This study presents an innovation design for an Internet of Things (IoT)-based watering and liquid fertilizer control system for chili plants using a NodeMCU ESP32. The main problem addressed is the manual watering and fertilizing process, which makes it difficult for farmers to monitor soil moisture, temperature, air humidity, and light intensity in real time. The recommended method used in this draft is Research and Development (R&D) with a prototyping approach because the study focuses on designing, building, integrating, and testing an IoT device through iterative stages. The system is designed using a soil moisture sensor, DHT11, LDR sensor, two-channel relay, two 12 V DC pumps, 16x2 I2C LCD, and the Blynk Mobile application for remote monitoring and control. Sensor data are transmitted to Blynk as percentage values and plant condition statuses, while the water and fertilizer pumps can be controlled using virtual buttons. The control logic defines the optimal condition for chili plants based on soil moisture of 60-80%, temperature of 25-30°C, air humidity of 60-80%, and light intensity of 50-90%. Prototype documentation and functional testing data will be completed in the next stage.

Wahyudi Mokobombang; Nurasia Natsir

International Journal of Social Welfare and Family Law 2026 Asosiasi Penelitian dan Pengajar Ilmu Sosial Indonesia

This study examines disaster management strategies in earthquake-prone countries, with a comparative focus on Japan and the Philippines as case studies for lessons applicable to public administration systems worldwide. Using a qualitative comparative analysis approach, the research evaluates institutional frameworks, policy instruments, community engagement mechanisms, and intergovernmental coordination systems deployed in both countries. Japan’s highly centralized yet locally adaptive Disaster Management Basic Act framework is contrasted with the Philippines’ decentralized National Disaster Risk Reduction and Management (NDRRM) system. Findings reveal that effective disaster management hinges on five critical pillars: strong legal frameworks, inter-agency coordination, investment in early warning systems, community resilience programs, and post-disaster recovery governance. The study further identifies that public trust, administrative capacity, and fiscal decentralization significantly influence disaster response outcomes. Lessons drawn from both countries offer practical recommendations for developing nations seeking to strengthen their disaster governance architectures. This research contributes to the growing body of knowledge on comparative public administration and disaster risk reduction, underscoring the imperative of integrated, adaptive, and community-centered governance frameworks in seismically active regions.

Dinda Naurah Aidil Nafilah; Evy Nurmiati

Jurnal Manajemen Bisnis Era Digital 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study examines the implementation of Islamic business ethics in e-commerce transactions, with a specific focus on the Shopee platform. The research is motivated by the increasing growth of digital commerce accompanied by various ethical issues such as product misrepresentation, lack of transparency, and weak accountability of sellers. The objective of this study is to analyze how ethical principles, including honesty, fairness, and responsibility, are applied in online transactions. This research employs a qualitative approach using a systematic literature review method by analyzing 20 relevant scholarly articles published between 2020 and 2026. The findings reveal that although the platform provides adequate transactional systems, ethical violations are still prevalent, primarily due to information asymmetry between sellers and consumers. Trust emerges as the most influential factor in purchasing decisions, while perceived risk and security play supporting roles in shaping consumer behavior. Additionally, economic incentives such as promotions often override ethical considerations in influencing consumer decisions. The study implies that strengthening ethical enforcement, enhancing platform supervision, and improving consumer digital literacy are essential to ensure a sustainable and trustworthy e-commerce ecosystem.

Diajeng Febriana; Suci Suci; Darmawati Darmawati

Jurnal Penelitian Komunikasi dan Sosialisasi 2026 Asosiasi Peneliti dan Pengajar Ilmu Sosial Indonesia

This research critically investigates the circulation of disinformation concerning the instability of fuel prices on the digital platform X and its subsequent implications for the polarization of modern society. In an era where unverified economic news frequently dictates public reaction, fake news often acts as a potent catalyst for mass anxiety. By implementing a quantitative framework driven by lexicon-based computational sentiment analysis, this study effectively processed a dataset of 500 public opinion samples extracted via Google Colab spanning from April 2024 to April 2026. To ensure computational accuracy and eliminate textual noise, the data underwent a rigorous preprocessing phase encompassing case folding, alongside the systematic removal of URLs, account mentions, numbers, hashtags, and punctuation marks. The statistical outcomes revealed a highly disproportionate emotional landscape, overwhelmingly dominated by 451 negative reviews. In stark contrast, neutral observations and positive affirmations were nearly absent, recording only 40 and 9 instances, respectively. The data compellingly illustrates that the relentless influx of pessimistic narratives regarding economic instability directly induces financial panic, undermines rational discourse, and severely fragments cyberspace into deeply polarized factions.

Azkilla Fitratunnisa; Nadirsah Hawari; Angga Natalia

Eksekusi: Jurnal Ilmu Hukum dan Administrasi Negara 2026 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

This study aims to analyze the role of the Communication and Informatics Departemen (Diskominfo) of Bandar Lampung City in controlling the spread of hoax news in the digital space. This research employs a descriptive qualitative approach using Renee Hobbs’ media literacy theory, which consists of five indicators: access, analyze, evaluate, create, and act. Data were collected through observation, interviews, and documentation. The findings indicate that the role of Diskominfo of Bandar Lampung City in controlling hoaxes has not been fully optimal, as reflected in several key issues. First, in terms of access, the dissemination of official information and hoax clarification has not reached all segments of society evenly. Second, regarding analysis, digital issue monitoring has been conducted but remains constrained by limited human resources. Third, in the evaluation aspect, information verification is carried out through inter-agency coordination; however, it has not yet been supported by standardized and systematic procedures. Fourth, in terms of content creation, clarification and media literacy messages have been produced and disseminated through digital platforms, but they have not been implemented consistently and continuously. Fifth, in the action dimension, media literacy education programs are still incidental and have not been integrated as a long-term preventive strategy. Therefore, comprehensive improvements are needed, including strengthening human resource capacity, enhancing information verification mechanisms, and developing systematic and sustainable media literacy programs to support the creation of a healthy public information ecosystem in Bandar Lampung City.

Ayu Astuti Siregar; Al-Khowarizmi

Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika 2026 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Social media has evolved into a significant platform where consumers freely express their opinions, experiences, and levels of satisfaction regarding various products, including those offered by Micro, Small, and Medium Enterprises (MSMEs). The comments and reviews shared by customers on these platforms contain diverse sentiments that can serve as valuable indicators of how consumers perceive product quality. Understanding these sentiments is crucial for MSME owners, as it allows them to evaluate their products and adapt to market expectations more effectively. This study aims to analyze customer sentiment toward MSME products on social media by utilizing the Naïve Bayes algorithm, a widely used classification method in text mining. The data used in this research consist of customer comments collected from various social media platforms. The research process involves several stages, including data collection, manual labeling of sentiments, text preprocessing (such as tokenization, case folding, and stopword removal), and splitting the dataset into training and testing subsets. Subsequently, the classification process is carried out using the Naïve Bayes algorithm to categorize sentiments into positive, negative, and neutral classes. The results of this study demonstrate that the Naïve Bayes method is effective in classifying customer sentiments with a satisfactory level of accuracy. These findings provide a comprehensive overview of consumer perceptions regarding the quality of MSME products. Furthermore, this research is expected to assist MSME business owners in understanding customer feedback more systematically and using it as a basis for improving product quality and enhancing customer satisfaction in a competitive digital marketplace.

Yudi Arsa; Isnan Hari Mardika; Gusneli Gusneli

Kajian Administrasi Publik dan ilmu Komunikasi 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

this study aims to evaluate the impact of capacity building for village officials in Anjir Seberang Pasar I Village on the effectiveness of village administrative and financial management following the implementation of Law No. 6 of 2014. The primary focus of the study is to measure changes in the competencies of village officials before and after the implementation of technical guidance, as well as the use of the Village Financial System (Siskeudes) application and Internet Banking Business. The research method used is qualitative with a case study approach, in which data collection was conducted through observation, interviews, and the completion of pre-test and post-test questionnaires by respondents consisting of the Village Secretary, Kaur, and Kasi. The results of the study indicate a significant increase in three key variables: perceived usefulness, perceived ease of use, and attitude toward using. Quantitatively, the average validation score from respondents reached 4.53 (on a 5.0 scale), which falls into the “Agree” category regarding the system’s effectiveness. Based on data analysis, the success rate of capacity building for village officials was recorded at 29.23%, with a final understanding rate reaching 91.33%. These findings indicate that practice-oriented and participatory training is capable of improving the technical skills and accountability of village officials in managing digital-based government administration. The integration of Siskeudes and digital banking has proven to have a positive impact on a safer and more transparent payroll system at the village level.

Armela Nababan; Putra Rajagukguk; Marthalena Lumban Gaol; Lenny Lubis; Justice Z Panggabean

jurnal Riset Rumpun Agama dan Filsafat 2026 Pusat Riset dan Inovasi Nasional

This study aims to examine the components of the Christian Religious Education (CRE) curriculum in the family, its design and development, and its concrete implementation. The research employs a qualitative approach with a descriptive design through library research, using data sources such as books, academic journals, and relevant articles. The data were analyzed using descriptive qualitative techniques to produce a systematic and in-depth description. The findings show that the CRE curriculum in the family consists of interconnected components, namely objectives, content, strategies, methods, and evaluation, which must be implemented in an integrated manner. Faith education in the family is carried out through methods such as role modeling, habituation, teaching, discussion, mentoring, and practical application. Effective strategies include parental role modeling, dialogical communication, and love-based discipline. The implementation of the curriculum is realized through concrete activities such as family prayer, family worship, Bible reading, and the application of Christian values in daily life. In conclusion, the success of Christian Religious Education in the family largely depends on the active role and consistency of parents in implementing the curriculum in a holistic and continuous manner. With the right approach, the family can become an effective center of faith education in shaping children who are faithful, character-driven, and prepared to face life’s challenges.

Junarti Junarti; Hamdani Hamdani

Bridge : Jurnal Publikasi Sistem Informasi dan Telekomunikasi 2026 Asosiasi Profesi Telekomunikasi Dan Informatika Indonesia

.This study aims to analyse the role of Financial Information Systems (FIS) in supporting risk management, decision-making, and organisational performance in the digital transformation era. This study employs the Systematic Literature Review (SLR) method to examine articles indexed in Scopus from 2016 to 2026. The PRISMA framework is used to ensure a systematic, transparent article selection process, resulting in the selection of 37 relevant articles for further analysis. The results of the study show that Financial Information Systems make a major contribution to improving financial transparency, operational efficiency, the quality of strategic decision-making, and organisational risk mitigation. In addition, the integration of emerging technologies such as Artificial Intelligence (AI), FinTech, big data analytics, and cloud computing further strengthens the effectiveness of financial information systems in modern organisations. This study contributes theoretically by mapping research trends and identifying research gaps, while providing practical benefits for organisations seeking to increase competitiveness through digital financial systems. For future research, it is recommended to develop a more predictive and intelligent Financial Information Systems model to address future business dynamics.

Carelina Ephifania Siagian; Florensya Angelica Delarosa Zalukhu; Zairindra Anggun Safitri; Viero Varbi Sununianti; Istiqoma Istiqoma +1 more

RISOMA : Jurnal Riset Sosial Humaniora dan Pendidikan 2026 Asosiasi Ilmuwan Pendidikan, Sosial, dan Humaniora Indonesia

The development of social media has brought significant changes in how individuals perceive themselves, especially among female university students who are in the stage of identity formation. Social media is not only used as a communication tool but also as a space that presents homogeneous beauty standards which can influence self-perception. This study aims to analyze the construction of beauty standards on social media and their impact on female students’ self-perception. The research uses a qualitative approach with a literature review method by analyzing 20  relevant academic articles published between 2020 and 2025. Data analysis was conducted using descriptive qualitative techniques, including data reduction, data presentation, and conclusion drawing. The results show that beauty standards on social media are constructed through repeated visual representations and reinforced by algorithmic systems, creating an idealized image of beauty. This condition encourages female students to engage in social comparison, leading to self-dissatisfaction and decreased self-confidence. However, these effects vary depending on individuals’ ability to filter and interpret information. This study highlights the importance of developing critical awareness in social media use to avoid being influenced by unrealistic beauty standards.

Natasya Bethari; Siti Rahima; Annisa Fatia Rizki; Nurul Kamaly; Reza Fahlevi

Jurnal Pendidikan dan Kewarganegara Indonesia 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

Unemployment remains a serious challenge in Aceh, with an Open Unemployment Rate (OUR) of 8.24% (2025) in Lhokseumawe City and 6.54% (2025) in Banda Aceh City. This study compares the implementation and effectiveness of unemployment alleviation policies in the two cities using Van Meter and Van Horn's policy implementation framework with four effectiveness indicators: training absorption, job placement rate, corporate compliance, and community participation. A descriptive qualitative method with a literature study approach was employed, utilizing secondary data from journals, theses, and official documents. The findings show that Banda Aceh focuses on competency-based training through the Job Training Center (BLK) with certification and third-party partnerships. Lhokseumawe prioritizes Qanun Number 1 of 2020 on local labor priority (minimum 40%). Based on the indicators, Banda Aceh is more effective (55% of graduates employed) compared to Lhokseumawe, where local labor priority implementation is weak due to the absence of sanctions and non-existent coordination with PT. PAG. The novelty of this study lies in its systematic comparison of two Acehnese cities using a policy implementation model that integrates demographic bonus and local context. Specific recommendations: Banda Aceh needs to expand BLK capacity, extend training duration (9–12 months with internships), and mandate graduate absorption reports. Lhokseumawe needs to revise the qanun by adding administrative sanctions, recruit permanent instructors, establish a tripartite supervisory team, and establish an energy-sector BLK in the Arun area in collaboration with PT PAG.